learn/deck_01.html at master · callistosp/learn · GitHub

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  <script src="data:application/x-javascript;base64,/* slidy.js

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   http://www.w3.org/Consortium/Legal/copyright-software

   Defines single name "w3c_slidy" in global namespace
   Adds event handlers without trampling on any others
*/

// the slidy object implementation
var w3c_slidy = {
  // classify which kind of browser we're running under
  ns_pos: (typeof window.pageYOffset!='undefined'),
  khtml: ((navigator.userAgent).indexOf("KHTML") >= 0 ? true : false),
  opera: ((navigator.userAgent).indexOf("Opera") >= 0 ? true : false),
  ipad: ((navigator.userAgent).indexOf("iPad") >= 0 ? true : false),
  iphone: ((navigator.userAgent).indexOf("iPhone") >= 0 ? true : false),
  android: ((navigator.userAgent).indexOf("Android") >= 0 ? true : false),
  ie: (typeof document.all != "undefined" && !this.opera),
  ie6: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 6") != -1),
  ie7: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 7") != -1),
  ie8: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 8") != -1),
  ie9: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 9") != -1),

  // data for swipe and double tap detection on touch screens
  last_tap: 0,
  prev_tap: 0,
  start_x: 0,
  start_y: 0,
  delta_x: 0,
  delta_y: 0,

  // are we running as XHTML? (doesn't work on Opera)
  is_xhtml: /xml/.test(document.contentType),

  slide_number: 0, // integer slide count: 0, 1, 2, ...
  slide_number_element: null, // element containing slide number
  slides: [], // set to array of slide div's
  notes: [], // set to array of handout div's
  backgrounds: [], // set to array of background div's
  observers: [], // list of observer functions
  toolbar: null, // element containing toolbar
  title: null, // document title
  last_shown: null, // last incrementally shown item
  eos: null,  // span element for end of slide indicator
  toc: null, // table of contents
  outline: null, // outline element with the focus
  selected_text_len: 0, // length of drag selection on document
  view_all: 0,  // 1 to view all slides + handouts
  want_toolbar: true,  // user preference to show/hide toolbar
  mouse_click_enabled: true, // enables left click for next slide
  scroll_hack: 0, // IE work around for position: fixed
  disable_slide_click: false,  // used by clicked anchors

  lang: "en", // updated to language specified by html file

  help_anchor: null, // used for keyboard focus hack in showToolbar()
  help_page: "http://www.w3.org/Talks/Tools/Slidy2/help/help.html",
  help_text: "Navigate with mouse click, space bar, Cursor Left/Right, " +
             "or Pg Up and Pg Dn. Use S and B to change font size.",

  size_index: 0,
  size_adjustment: 0,
  sizes:  new Array("10pt", "12pt", "14pt", "16pt", "18pt", "20pt",
                    "22pt", "24pt", "26pt", "28pt", "30pt", "32pt"),

  // needed for efficient resizing
  last_width: 0,
  last_height: 0,


  // Needed for cross browser support for relative width/height on
  // object elements. The work around is to save width/height attributes
  // and then to recompute absolute width/height dimensions on resizing
   objects: [],

  // attach initialiation event handlers
  set_up: function () {
    var init = function() { w3c_slidy.init(); };
    if (typeof window.addEventListener != "undefined")
      window.addEventListener("load", init, false);
    else
      window.attachEvent("onload", init);
  },

  hide_slides: function () {
    if (document.body && !w3c_slidy.initialized)
      document.body.style.visibility = "hidden";
    else
      setTimeout(w3c_slidy.hide_slides, 50);
  },

  // hack to persuade IE to compute correct document height
  // as needed for simulating fixed positioning of toolbar
  ie_hack: function () {
    window.resizeBy(0,-1);
    window.resizeBy(0, 1);
  },

  init: function () {
    //alert("slidy starting test 10");
    document.body.style.visibility = "visible";
    this.init_localization();
    this.add_toolbar();
    this.wrap_implicit_slides();
    this.collect_slides();
    this.collect_notes();
    this.collect_backgrounds();
    this.objects = document.body.getElementsByTagName("object");
    this.patch_anchors();
    this.slide_number = this.find_slide_number(location.href);
    window.offscreenbuffering = true;
    this.size_adjustment = this.find_size_adjust();
    this.time_left = this.find_duration();
    this.hide_image_toolbar();  // suppress IE image toolbar popup
    this.init_outliner();  // activate fold/unfold support
    this.title = document.title;
    this.keyboardless = (this.ipad||this.iphone||this.android);

    if (this.keyboardless)
    {
      w3c_slidy.remove_class(w3c_slidy.toolbar, "hidden")
      this.want_toolbar = 0;
    }

    // work around for opera bug
    this.is_xhtml = (document.body.tagName == "BODY" ? false : true);

    if (this.slides.length > 0)
    {
      var slide = this.slides[this.slide_number];
   
      if (this.slide_number > 0)
      {
        this.set_visibility_all_incremental("visible");
        this.last_shown = this.previous_incremental_item(null);
        this.set_eos_status(true);
      }
      else
      {
        this.last_shown = null;
        this.set_visibility_all_incremental("hidden");
        this.set_eos_status(!this.next_incremental_item(this.last_shown));
      }

      this.set_location();
      this.add_class(this.slides[0], "first-slide");
      w3c_slidy.show_slide(slide);
    }

    this.toc = this.table_of_contents();

    this.add_initial_prompt();

    // bind event handlers without interfering with custom page scripts
    // Tap events behave too weirdly to support clicks reliably on
    // iPhone and iPad, so exclude these from click handler

    if (!this.keyboardless)
    {
      this.add_listener(document.body, "click", this.mouse_button_click);
      this.add_listener(document.body, "mousedown", this.mouse_button_down);
    }

    this.add_listener(document, "keydown", this.key_down);
    this.add_listener(document, "keypress", this.key_press);
    this.add_listener(window, "resize", this.resized);
    this.add_listener(window, "scroll", this.scrolled);
    this.add_listener(window, "unload", this.unloaded);

    this.add_listener(document, "gesturechange", function ()
    {
      return false;
    });

    this.attach_touch_handers(this.slides);

    // this seems to be a debugging hack
    //if (!document.body.onclick)
    //  document.body.onclick = function () { };

    this.single_slide_view();

    //this.set_location();

    this.resized();

    if (this.ie7)
      setTimeout(w3c_slidy.ie_hack, 100);

    this.show_toolbar();

    // for back button detection
    setInterval(function () { w3c_slidy.check_location(); }, 200);
    w3c_slidy.initialized = true;
  },

  // create div element with links to each slide
  table_of_contents: function () {
    var toc = this.create_element("div");
    this.add_class(toc, "slidy_toc hidden");
    //toc.setAttribute("tabindex", "0");

    var heading = this.create_element("div");
    this.add_class(heading, "toc-heading");
    heading.innerHTML = this.localize("Table of Contents");

    toc.appendChild(heading);
    var previous = null;

    for (var i = 0; i < this.slides.length; ++i)
    {
      var title = this.has_class(this.slides[i], "title");
      var num = document.createTextNode((i + 1) + ". ");

      toc.appendChild(num);

      var a = this.create_element("a");
      a.setAttribute("href", "#(" + (i+1) + ")");

      if (title)
        this.add_class(a, "titleslide");

      var name = document.createTextNode(this.slide_name(i));
      a.appendChild(name);
      a.onclick = w3c_slidy.toc_click;
      a.onkeydown = w3c_slidy.toc_key_down;
      a.previous = previous;

      if (previous)
        previous.next = a;

      toc.appendChild(a);

      if (i == 0)
        toc.first = a;

      if (i < this.slides.length - 1)
      {
        var br = this.create_element("br");
        toc.appendChild(br);
      }

      previous = a;
    }

    toc.focus = function () {
      if (this.first)
        this.first.focus();
    }

    toc.onmouseup = w3c_slidy.mouse_button_up;

    toc.onclick = function (e) {
      e||(e=window.event);

      if (w3c_slidy.selected_text_len <= 0)
         w3c_slidy.hide_table_of_contents(true);

      w3c_slidy.stop_propagation(e);
    
      if (e.cancel != undefined)
        e.cancel = true;
      
      if (e.returnValue != undefined)
        e.returnValue = false;
      
      return false;
    };

    document.body.insertBefore(toc, document.body.firstChild);
    return toc;
  },

  is_shown_toc: function () {
    return !w3c_slidy.has_class(w3c_slidy.toc, "hidden");
  },

  show_table_of_contents: function () {
    w3c_slidy.remove_class(w3c_slidy.toc, "hidden");
    var toc = w3c_slidy.toc;
    toc.focus();

    if (w3c_slidy.ie7 && w3c_slidy.slide_number == 0)
      setTimeout(w3c_slidy.ie_hack, 100);
  },

  hide_table_of_contents: function (focus) {
    w3c_slidy.add_class(w3c_slidy.toc, "hidden");

    if (focus && !w3c_slidy.opera &&
        !w3c_slidy.has_class(w3c_slidy.toc, "hidden"))
      w3c_slidy.set_focus();
  },

  toggle_table_of_contents: function () {
    if (w3c_slidy.is_shown_toc())
      w3c_slidy.hide_table_of_contents(true);
    else
      w3c_slidy.show_table_of_contents();
  },

  // called on clicking toc entry
  toc_click: function (e) {
    if (!e)
      e = window.event;

    var target = w3c_slidy.get_target(e);

    if (target && target.nodeType == 1)
    {
      var uri = target.getAttribute("href");

      if (uri)
      {
        //alert("going to " + uri);
        var slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.hide_slide(slide);
        w3c_slidy.slide_number = w3c_slidy.find_slide_number(uri);
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.last_shown = null;
        w3c_slidy.set_location();
        w3c_slidy.set_visibility_all_incremental("hidden");
        w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
        w3c_slidy.show_slide(slide);
        //target.focus();

        try
        {
          if (!w3c_slidy.opera)
            w3c_slidy.set_focus();
        }
        catch (e)
        {
        }
      }
    }

    w3c_slidy.hide_table_of_contents(true);
    if (w3c_slidy.ie7) w3c_slidy.ie_hack();
    w3c_slidy.stop_propagation(e);
    return w3c_slidy.cancel(e);
  },

  // called onkeydown for toc entry
  toc_key_down: function (event) {
    var key;

    if (!event)
      var event = window.event;

    // kludge around NS/IE differences 
    if (window.event)
      key = window.event.keyCode;
    else if (event.which)
      key = event.which;
    else
      return true; // Yikes! unknown browser

    // ignore event if key value is zero
    // as for alt on Opera and Konqueror
    if (!key)
      return true;

    // check for concurrent control/command/alt key
    // but are these only present on mouse events?

    if (event.ctrlKey || event.altKey)
      return true;

    if (key == 13)
    {
      var uri = this.getAttribute("href");

      if (uri)
      {
        //alert("going to " + uri);
       var slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.hide_slide(slide);
        w3c_slidy.slide_number = w3c_slidy.find_slide_number(uri);
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.last_shown = null;
        w3c_slidy.set_location();
        w3c_slidy.set_visibility_all_incremental("hidden");
        w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
        w3c_slidy.show_slide(slide);
        //target.focus();

        try
        {
          if (!w3c_slidy.opera)
            w3c_slidy.set_focus();
        }
        catch (e)
        {
        }
      }

      w3c_slidy.hide_table_of_contents(true);

      if (self.ie7)
       w3c_slidy.ie_hack();

      return w3c_slidy.cancel(event);
    }

    if (key == 40 && this.next)
    {
      this.next.focus();
      return w3c_slidy.cancel(event);
    }

    if (key == 38 && this.previous)
    {
      this.previous.focus();
      return w3c_slidy.cancel(event);
    }

    return true;
  },

  touchstart: function (e)
  {
    // a double touch often starts with a
    // single touch due to fingers touching
    // down at slightly different times
    // thus avoid calling preventDefault here
    this.prev_tap = this.last_tap;
    this.last_tap = (new Date).getTime();

    var tap_delay = this.last_tap - this.prev_tap;

    if (tap_delay <= 200)
    {
      // double tap
    }

    var touch = e.touches[0];

    this.pageX = touch.pageX;
    this.pageY = touch.pageY;
    this.screenX = touch.screenX;
    this.screenY = touch.screenY;
    this.clientX = touch.clientX;
    this.clientY = touch.clientY;

    this.delta_x = this.delta_y = 0;
  },

  touchmove: function (e)
  {
    // override native gestures for single touch
    if (e.touches.length > 1)
      return;

    e.preventDefault();
    var touch = e.touches[0];
    this.delta_x = touch.pageX - this.pageX;
    this.delta_y = touch.pageY - this.pageY;
  },

  touchend: function (e)
  {
    // default behavior for multi-touch
    if (e.touches.length > 1)
      return;

    var delay = (new Date).getTime() - this.last_tap;
    var dx = this.delta_x;
    var dy = this.delta_y;
    var abs_dx = Math.abs(dx);
    var abs_dy = Math.abs(dy);

    if (delay < 500 && (abs_dx > 100 || abs_dy > 100))
    {
      if (abs_dx > 0.5 * abs_dy)
      {
        e.preventDefault();

        if (dx < 0)
          w3c_slidy.next_slide(true);
        else
          w3c_slidy.previous_slide(true);
      }
      else if (abs_dy > 2 * abs_dx)
      {
        e.preventDefault();
        w3c_slidy.toggle_table_of_contents();
      }
    }
  },

  // ### OBSOLETE ###
  before_print: function () {
    this.show_all_slides();
    this.hide_toolbar();
    alert("before print");
  },

  // ### OBSOLETE ###
  after_print: function () {
    if (!this.view_all)
    {
      this.single_slide_view();
      this.show_toolbar();
    }
    alert("after print");
  },

  // ### OBSOLETE ###
  print_slides: function () {
    this.before_print();
    window.print();
    this.after_print();
  },

  // ### OBSOLETE ?? ###
  toggle_view: function () {
    if (this.view_all)
    {
      this.single_slide_view();
      this.show_toolbar();
      this.view_all = 0;
    }
    else
    {
      this.show_all_slides();
      this.hide_toolbar();
      this.view_all = 1;
    }
  },

  // prepare for printing  ### OBSOLETE ###
  show_all_slides: function () {
    this.remove_class(document.body, "single_slide");
    this.set_visibility_all_incremental("visible");
  },

  // restore after printing  ### OBSOLETE ###
  single_slide_view: function () {
    this.add_class(document.body, "single_slide");
    this.set_visibility_all_incremental("visible");
    this.last_shown = this.previous_incremental_item(null);
  },

  // suppress IE's image toolbar pop up
  hide_image_toolbar: function () {
    if (!this.ns_pos)
    {
      var images = document.getElementsByTagName("IMG");

      for (var i = 0; i < images.length; ++i)
        images[i].setAttribute("galleryimg", "no");
    }
  },

  unloaded: function (e) {
    //alert("unloaded");
  },

  // Safari and Konqueror don't yet support getComputedStyle()
  // and they always reload page when location.href is updated
  is_KHTML: function () {
    var agent = navigator.userAgent;
    return (agent.indexOf("KHTML") >= 0 ? true : false);
  },

  // find slide name from first h1 element
  // default to document title + slide number
  slide_name: function (index) {
    var name = null;
    var slide = this.slides[index];

    var heading = this.find_heading(slide);

    if (heading)
      name = this.extract_text(heading);

    if (!name)
      name = this.title + "(" + (index + 1) + ")";

    name.replace(/\&/g, "&amp;");
    name.replace(/\</g, "&lt;");
    name.replace(/\>/g, "&gt;");

    return name;
  },

  // find first h1 element in DOM tree
  find_heading: function (node) {
    if (!node || node.nodeType != 1)
      return null;

    if (node.nodeName == "H1" || node.nodeName == "h1")
      return node;

    var child = node.firstChild;

    while (child)
    {
      node = this.find_heading(child);

      if (node)
        return node;

      child = child.nextSibling;
    }

    return null;
  },

  // recursively extract text from DOM tree
  extract_text: function (node) {
    if (!node)
      return "";

    // text nodes
    if (node.nodeType == 3)
      return node.nodeValue;

    // elements
    if (node.nodeType == 1)
    {
      node = node.firstChild;
      var text = "";

      while (node)
      {
        text = text + this.extract_text(node);
        node = node.nextSibling;
      }

      return text;
    }

    return "";
  },

  // find copyright text from meta element
  find_copyright: function () {
    var name, content;
    var meta = document.getElementsByTagName("meta");

    for (var i = 0; i < meta.length; ++i)
    {
      name = meta[i].getAttribute("name");
      content = meta[i].getAttribute("content");

      if (name == "copyright")
        return content;
    }

    return null;
  },

  find_size_adjust: function () {
    var name, content, offset;
    var meta = document.getElementsByTagName("meta");

    for (var i = 0; i < meta.length; ++i)
    {
      name = meta[i].getAttribute("name");
      content = meta[i].getAttribute("content");

      if (name == "font-size-adjustment")
        return 1 * content;
    }

    return 1;
  },

  // <meta name="duration" content="20" />  for 20 minutes
  find_duration: function () {
    var name, content, offset;
    var meta = document.getElementsByTagName("meta");

    for (var i = 0; i < meta.length; ++i)
    {
      name = meta[i].getAttribute("name");
      content = meta[i].getAttribute("content");

      if (name == "duration")
        return 60000 * content;
    }

    return null;
  },

  replace_by_non_breaking_space: function (str) {
    for (var i = 0; i < str.length; ++i)
      str[i] = 160;
  },

  // ### CHECK ME ### is use of "li" okay for text/html?
  // for XHTML do we also need to specify namespace?
  init_outliner: function () {
    var items = document.getElementsByTagName("li");

    for (var i = 0; i < items.length; ++i)
    {
      var target = items[i];

      if (!this.has_class(target.parentNode, "outline"))
        continue;

      target.onclick = this.outline_click;
/* ### more work needed for IE6
      if (!this.ns_pos)
      {
        target.onmouseover = this.hover_outline;
        target.onmouseout = this.unhover_outline;
      }
*/
      if (this.foldable(target))
      {
        target.foldable = true;
        target.onfocus = function () {w3c_slidy.outline = this;};
        target.onblur = function () {w3c_slidy.outline = null;};

        if (!target.getAttribute("tabindex"))
          target.setAttribute("tabindex", "0");

        if (this.has_class(target, "expand"))
          this.unfold(target);
        else
          this.fold(target);
      }
      else
      {
        this.add_class(target, "nofold");
        target.visible = true;
        target.foldable = false;
      }
    }
  },

  foldable: function (item) {
    if (!item || item.nodeType != 1)
      return false;

    var node = item.firstChild;

    while (node)
    {
      if (node.nodeType == 1 && this.is_block(node))
        return true;

      node = node.nextSibling;
    }

    return false;
  },

  // ### CHECK ME ### switch to add/remove "hidden" class
  fold: function (item) {
    if (item)
    {
      this.remove_class(item, "unfolded");
      this.add_class(item, "folded");
    }

    var node = item ? item.firstChild : null;

    while (node)
    {
      if (node.nodeType == 1 && this.is_block(node)) // element
      {
         w3c_slidy.add_class(node, "hidden");
      }

      node = node.nextSibling;
    }

    item.visible = false;
  },

  // ### CHECK ME ### switch to add/remove "hidden" class
  unfold: function (item) {
    if (item)
    {
      this.add_class(item, "unfolded");
      this.remove_class(item, "folded");
    }

    var node = item ? item.firstChild : null;

    while (node)
    {
      if (node.nodeType == 1 && this.is_block(node)) // element
      {
        w3c_slidy.remove_class(node, "hidden");
      }

      node = node.nextSibling;
    }

    item.visible = true;
  },

  outline_click: function (e) {
    if (!e)
      e = window.event;

    var rightclick = false;
    var target = w3c_slidy.get_target(e);

    while (target && target.visible == undefined)
      target = target.parentNode;

    if (!target)
      return true;

    if (e.which)
      rightclick = (e.which == 3);
    else if (e.button)
      rightclick = (e.button == 2);

    if (!rightclick && target.visible != undefined)
    {
      if (target.foldable)
      {
        if (target.visible)
          w3c_slidy.fold(target);
        else
          w3c_slidy.unfold(target);
      }

      w3c_slidy.stop_propagation(e);
      e.cancel = true;
      e.returnValue = false;
    }

    return false;
  },

  add_initial_prompt: function () {
    var prompt = this.create_element("div");
    prompt.setAttribute("class", "initial_prompt");

    var p1 = this.create_element("p");
    prompt.appendChild(p1);
    p1.setAttribute("class", "help");

    if (this.keyboardless)
      p1.innerHTML = "swipe left to move to next slide";
    else
      p1.innerHTML = "Space, Right Arrow or swipe left to move to " +
                     "next slide, click help below for more details";

    this.add_listener(prompt, "click", function (e) {
      document.body.removeChild(prompt);
      w3c_slidy.stop_propagation(e);
    
      if (e.cancel != undefined)
        e.cancel = true;
      
      if (e.returnValue != undefined)
        e.returnValue = false;
      
      return false;
    });

    document.body.appendChild(prompt);
    this.initial_prompt = prompt;
    setTimeout(function() {document.body.removeChild(prompt);}, 5000);
  },

  add_toolbar: function () {
    var counter, page;

     this.toolbar = this.create_element("div");
     this.toolbar.setAttribute("class", "toolbar");

     // a reasonably behaved browser
     if (this.ns_pos || !this.ie6)
     {
       var right = this.create_element("div");
       right.setAttribute("style", "float: right; text-align: right");

       counter = this.create_element("span")
       counter.innerHTML = this.localize("slide") + " n/m";
       right.appendChild(counter);
       this.toolbar.appendChild(right);

       var left = this.create_element("div");
       left.setAttribute("style", "text-align: left");

       // global end of slide indicator
       this.eos = this.create_element("span");
       this.eos.innerHTML = "* ";
       left.appendChild(this.eos);

       var help = this.create_element("a");
       help.setAttribute("href", this.help_page);
       help.setAttribute("title", this.localize(this.help_text));
       help.innerHTML = this.localize("help?");
       left.appendChild(help);
       help.style.display="none"; 
       this.help_anchor = help;  // save for focus hack

       var gap1 = document.createTextNode(" ");
       left.appendChild(gap1);

       var contents = this.create_element("a");
       contents.setAttribute("href", "javascript:w3c_slidy.toggle_table_of_contents()");
       contents.setAttribute("title", this.localize("table of contents"));
       contents.innerHTML = this.localize("Contents");
       left.appendChild(contents);

       var gap2 = document.createTextNode(" ");
       left.appendChild(gap2);

       var copyright = this.find_copyright();

       if (copyright)
       {
         var span = this.create_element("span");
         span.className = "copyright";
         span.innerHTML = copyright;
         left.appendChild(span);
       }

       this.toolbar.setAttribute("tabindex", "0");
       this.toolbar.appendChild(left);
     }
     else // IE6 so need to work around its poor CSS support
     {
       this.toolbar.style.position = (this.ie7 ? "fixed" : "absolute");
       this.toolbar.style.zIndex = "200";
       this.toolbar.style.width = "99.9%";
       this.toolbar.style.height = "1.2em";
       this.toolbar.style.top = "auto";
       this.toolbar.style.bottom = "0";
       this.toolbar.style.left = "0";
       this.toolbar.style.right = "0";
       this.toolbar.style.textAlign = "left";
       this.toolbar.style.fontSize = "60%";
       this.toolbar.style.color = "red";
       this.toolbar.borderWidth = 0;
       this.toolbar.className = "toolbar";
       this.toolbar.style.background = "rgb(240,240,240)";

       // would like to have help text left aligned
       // and page counter right aligned, floating
       // div's don't work, so instead use nested
       // absolutely positioned div's.

       var sp = this.create_element("span");
       sp.innerHTML = "&nbsp;&nbsp;*&nbsp;";
       this.toolbar.appendChild(sp);
       this.eos = sp;  // end of slide indicator

       var help = this.create_element("a");
       help.setAttribute("href", this.help_page);
       help.setAttribute("title", this.localize(this.help_text));
       help.innerHTML = this.localize("help?");
       this.toolbar.appendChild(help);
       this.help_anchor = help;  // save for focus hack

       var gap1 = document.createTextNode(" ");
       this.toolbar.appendChild(gap1);

       var contents = this.create_element("a");
       contents.setAttribute("href", "javascript:toggleTableOfContents()");
       contents.setAttribute("title", this.localize("table of contents".localize));
       contents.innerHTML = this.localize("contents?");
       this.toolbar.appendChild(contents);

       var gap2 = document.createTextNode(" ");
       this.toolbar.appendChild(gap2);

       var copyright = this.find_copyright();

       if (copyright)
       {
         var span = this.create_element("span");
         span.innerHTML = copyright;
         span.style.color = "black";
         span.style.marginLeft = "0.5em";
         this.toolbar.appendChild(span);
       }

       counter = this.create_element("div")
       counter.style.position = "absolute";
       counter.style.width = "auto"; //"20%";
       counter.style.height = "1.2em";
       counter.style.top = "auto";
       counter.style.bottom = 0;
       counter.style.right = "0";
       counter.style.textAlign = "right";
       counter.style.color = "red";
       counter.style.background = "rgb(240,240,240)";

       counter.innerHTML = this.localize("slide") + " n/m";
       this.toolbar.appendChild(counter);
     }

     // ensure that click isn't passed through to the page
     this.toolbar.onclick =
         function (e) {
           if (!e)
             e = window.event;

           var target = e.target;

           if (!target && e.srcElement)
             target = e.srcElement;

           // work around Safari bug
           if (target && target.nodeType == 3)
             target = target.parentNode;

           w3c_slidy.stop_propagation(e);

           if (target && target.nodeName.toLowerCase() != "a")
             w3c_slidy.mouse_button_click(e);
         };

     this.slide_number_element = counter;
     this.set_eos_status(false);
     document.body.appendChild(this.toolbar);
  },

  // wysiwyg editors make it hard to use div elements
  // e.g. amaya loses the div when you copy and paste
  // this function wraps div elements around implicit
  // slides which start with an h1 element and continue
  // up to the next heading or div element
  wrap_implicit_slides: function () {
    var i, heading, node, next, div;
    var headings = document.getElementsByTagName("h1");

    if (!headings)
      return;

    for (i = 0; i < headings.length; ++i)
    {
      heading = headings[i];

      if (heading.parentNode != document.body)
        continue;

      node = heading.nextSibling;

      div = document.createElement("div");
      this.add_class(div, "slide");
      document.body.replaceChild(div, heading);
      div.appendChild(heading);

      while (node)
      {
        if (node.nodeType == 1) // an element
        {
           if (node.nodeName == "H1" || node.nodeName == "h1")
             break;

           if (node.nodeName == "DIV" || node.nodeName == "div")
           {
             if (this.has_class(node, "slide"))
               break;

             if (this.has_class(node, "handout"))
               break;
           }
        }

        next = node.nextSibling;
        node = document.body.removeChild(node);
        div.appendChild(node);
        node = next;
      } 
    }
  },

  attach_touch_handers: function(slides)
  {
    var i, slide;

    for (i = 0; i < slides.length; ++i)
    {
      slide = slides[i];
      this.add_listener(slide, "touchstart", this.touchstart);
      this.add_listener(slide, "touchmove", this.touchmove);
      this.add_listener(slide, "touchend", this.touchend);
    }
  },

// return new array of all slides
  collect_slides: function () {
    var slides = new Array();
    var divs = document.body.getElementsByTagName("div");

    for (var i = 0; i < divs.length; ++i)
    {
      div = divs.item(i);

      if (this.has_class(div, "slide"))
      {
        // add slide to collection
        slides[slides.length] = div;

        // hide each slide as it is found
        this.add_class(div, "hidden");

        // add dummy <br/> at end for scrolling hack
        var node1 = document.createElement("br");
        div.appendChild(node1);
        var node2 = document.createElement("br");
        div.appendChild(node2);
      }
      else if (this.has_class(div, "background"))
      {  // work around for Firefox SVG reload bug
        // which otherwise replaces 1st SVG graphic with 2nd
        div.style.display = "block";
      }
    }

    this.slides = slides;
  },

  // return new array of all <div class="handout">
  collect_notes: function () {
    var notes = new Array();
    var divs = document.body.getElementsByTagName("div");

    for (var i = 0; i < divs.length; ++i)
    {
      div = divs.item(i);

      if (this.has_class(div, "handout"))
      {
        // add note to collection
        notes[notes.length] = div;

        // and hide it
        this.add_class(div, "hidden");
      }
    }

    this.notes = notes;
  },

  // return new array of all <div class="background">
  // including named backgrounds e.g. class="background titlepage"
  collect_backgrounds: function () {
    var backgrounds = new Array();
    var divs = document.body.getElementsByTagName("div");

    for (var i = 0; i < divs.length; ++i)
    {
      div = divs.item(i);

      if (this.has_class(div, "background"))
      {
        // add background to collection
        backgrounds[backgrounds.length] = div;

        // and hide it
        this.add_class(div, "hidden");
      }
    }

    this.backgrounds = backgrounds;
  },

  // set click handlers on all anchors
  patch_anchors: function () {
    var self = w3c_slidy;
    var handler = function (event) {
      // compare this.href with location.href
      // for link to another slide in this doc

      if (self.page_address(this.href) == self.page_address(location.href))
      {
        // yes, so find new slide number
        var newslidenum = self.find_slide_number(this.href);

        if (newslidenum != self.slide_number)
        {
          var slide = self.slides[self.slide_number];
          self.hide_slide(slide);
          self.slide_number = newslidenum;
          slide = self.slides[self.slide_number];
          self.show_slide(slide);
          self.set_location();
        }
      }
      else
        w3c_slidy.stop_propagation(event);

//      else if (this.target == null)
//        location.href = this.href;

      this.blur();
      self.disable_slide_click = true;
    };

    var anchors = document.body.getElementsByTagName("a");

    for (var i = 0; i < anchors.length; ++i)
    {
      if (window.addEventListener)
        anchors[i].addEventListener("click", handler, false);
      else
        anchors[i].attachEvent("onclick", handler);
    }
  },

  // ### CHECK ME ### see which functions are invoked via setTimeout
  // either directly or indirectly for use of w3c_slidy vs this
  show_slide_number: function () {
    var timer = w3c_slidy.get_timer();
    w3c_slidy.slide_number_element.innerHTML = timer + w3c_slidy.localize("slide") + " " +
           (w3c_slidy.slide_number + 1) + "/" + w3c_slidy.slides.length;
  },

  // every 200mS check if the location has been changed as a
  // result of the user activating the Back button/menu item
  // doesn't work for Opera < 9.5
  check_location: function () {
    var hash = location.hash;

    if (w3c_slidy.slide_number > 0 && (hash == "" || hash == "#"))
      w3c_slidy.goto_slide(0);
    else if (hash.length > 2 && hash != "#("+(w3c_slidy.slide_number+1)+")")
    {
      var num = parseInt(location.hash.substr(2));

      if (!isNaN(num))
        w3c_slidy.goto_slide(num-1);
    }

    if (w3c_slidy.time_left && w3c_slidy.slide_number > 0)
    {
      w3c_slidy.show_slide_number();

      if (w3c_slidy.time_left > 0)
        w3c_slidy.time_left -= 200;
    } 
  },

  get_timer: function () {
    var timer = "";
    if (w3c_slidy.time_left)
    {
      var mins, secs;
      secs = Math.floor(w3c_slidy.time_left/1000);
      mins = Math.floor(secs / 60);
      secs = secs % 60;
      timer = (mins ? mins+"m" : "") + secs + "s ";
    }

    return timer;
  },

  // this doesn't push location onto history stack for IE
  // for which a hidden iframe hack is needed: load page into
  // the iframe with script that set's parent's location.hash
  // but that won't work for standalone use unless we can
  // create the page dynamically via a javascript: URL
  // ### use history.pushState if available
  set_location: function () {
     var uri = w3c_slidy.page_address(location.href);
     var hash = "#(" + (w3c_slidy.slide_number+1) + ")";

     if (w3c_slidy.slide_number >= 0)
       uri = uri + hash;

     if (typeof(history.pushState) != "undefined" && location.protocol !== "file:")
     {
       document.title = w3c_slidy.title + " (" + (w3c_slidy.slide_number+1) + ")";
       history.pushState(0, document.title, hash);
       w3c_slidy.show_slide_number();
       w3c_slidy.notify_observers();
       return;
     }

     if (w3c_slidy.ie && (w3c_slidy.ie6 || w3c_slidy.ie7))
       w3c_slidy.push_hash(hash);

     if (uri != location.href) // && !khtml
        location.href = uri;

     if (this.khtml)
        hash = "(" + (w3c_slidy.slide_number+1) + ")";

     if (!this.ie && location.hash != hash && location.hash != "")
       location.hash = hash;

     document.title = w3c_slidy.title + " (" + (w3c_slidy.slide_number+1) + ")";
     w3c_slidy.show_slide_number();
     w3c_slidy.notify_observers();
  },

  notify_observers: function ()
  {
    var slide = this.slides[this.slide_number];

    for (var i = 0; i < this.observers.length; ++i)
      this.observers[i](this.slide_number+1, this.find_heading(slide).innerText, location.href);
  },

  add_observer: function (observer)
  {
    for (var i = 0; i < this.observers.length; ++i)
    {
      if (observer == this.observers[i])
        return;
    }

    this.observers.push(observer);
  },

  remove_observer: function (o)
  {
    for (var i = 0; i < this.observers.length; ++i)
    {
      if (observer == this.observers[i])
      {
        this.observers.splice(i,1);
        break;
      }
    }
  },

  page_address: function (uri) {
    var i = uri.indexOf("#");

    if (i < 0)
      i = uri.indexOf("%23");

    // check if anchor is entire page

    if (i < 0)
      return uri;  // yes

    return uri.substr(0, i);
  },

  // only used for IE6 and IE7
  on_frame_loaded: function (hash) {
    location.hash = hash;
    var uri = w3c_slidy.page_address(location.href);
    location.href = uri + hash;
  },

  // history hack with thanks to Bertrand Le Roy
  push_hash: function (hash) {
    if (hash == "") hash = "#(1)";
      window.location.hash = hash;

    var doc = document.getElementById("historyFrame").contentWindow.document;
    doc.open("javascript:'<html></html>'");
    doc.write("<html><head><script type=\"text/javascript\">window.parent.w3c_slidy.on_frame_loaded('"+
      (hash) + "');</script></head><body>hello mum</body></html>");
      doc.close();
  },

  // find current slide based upon location
  // first find target anchor and then look
  // for associated div element enclosing it
  // finally map that to slide number
  find_slide_number: function (uri) {
    // first get anchor from page location

    var i = uri.indexOf("#");

    // check if anchor is entire page
    if (i < 0)
      return 0;  // yes

    var anchor = unescape(uri.substr(i+1));

    // now use anchor as XML ID to find target
    var target = document.getElementById(anchor);

    if (!target)
    {
      // does anchor look like "(2)" for slide 2 ??
      // where first slide is (1)
      var re = /\((\d)+\)/;

      if (anchor.match(re))
      {
        var num = parseInt(anchor.substring(1, anchor.length-1));

        if (num > this.slides.length)
          num = 1;

        if (--num < 0)
          num = 0;

        return num;
      }

      // accept [2] for backwards compatibility
      re = /\[(\d)+\]/;

      if (anchor.match(re))
      {
         var num = parseInt(anchor.substring(1, anchor.length-1));

         if (num > this.slides.length)
            num = 1;

         if (--num < 0)
            num = 0;

         return num;
      }

      // oh dear unknown anchor
      return 0;
    }

    // search for enclosing slide

    while (true)
    {
      // browser coerces html elements to uppercase!
      if (target.nodeName.toLowerCase() == "div" &&
            this.has_class(target, "slide"))
      {
        // found the slide element
        break;
      }

      // otherwise try parent element if any

      target = target.parentNode;

      if (!target)
      {
        return 0;   // no luck!
      }
    };

    for (i = 0; i < slides.length; ++i)
    {
      if (slides[i] == target)
        return i;  // success
    }

    // oh dear still no luck
    return 0;
  },

  previous_slide: function (incremental) {
    if (!w3c_slidy.view_all)
    {
      var slide;

      if ((incremental || w3c_slidy.slide_number == 0) && w3c_slidy.last_shown != null)
      {
        w3c_slidy.last_shown = w3c_slidy.hide_previous_item(w3c_slidy.last_shown);
        w3c_slidy.set_eos_status(false);
      }
      else if (w3c_slidy.slide_number > 0)
      {
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.hide_slide(slide);

        w3c_slidy.slide_number = w3c_slidy.slide_number - 1;
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.set_visibility_all_incremental("visible");
        w3c_slidy.last_shown = w3c_slidy.previous_incremental_item(null);
        w3c_slidy.set_eos_status(true);
        w3c_slidy.show_slide(slide);
      }

      w3c_slidy.set_location();

      if (!w3c_slidy.ns_pos)
        w3c_slidy.refresh_toolbar(200);
    }
  },

  next_slide: function (incremental) {
    if (!w3c_slidy.view_all)
    {
      var slide, last = w3c_slidy.last_shown;

      if (incremental || w3c_slidy.slide_number == w3c_slidy.slides.length - 1)
         w3c_slidy.last_shown = w3c_slidy.reveal_next_item(w3c_slidy.last_shown);

      if ((!incremental || w3c_slidy.last_shown == null) &&
             w3c_slidy.slide_number < w3c_slidy.slides.length - 1)
      {
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);

         w3c_slidy.slide_number = w3c_slidy.slide_number + 1;
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.last_shown = null;
         w3c_slidy.set_visibility_all_incremental("hidden");
         w3c_slidy.show_slide(slide);
      }
      else if (!w3c_slidy.last_shown)
      {
         if (last && incremental)
           w3c_slidy.last_shown = last;
      }

      w3c_slidy.set_location();

      w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));

      if (!w3c_slidy.ns_pos)
         w3c_slidy.refresh_toolbar(200);
     }
  },

  // to first slide with nothing revealed
  // i.e. state at start of presentation
  first_slide: function () {
     if (!w3c_slidy.view_all)
     {
       var slide;

       if (w3c_slidy.slide_number != 0)
       {
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);

         w3c_slidy.slide_number = 0;
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.last_shown = null;
         w3c_slidy.set_visibility_all_incremental("hidden");
         w3c_slidy.show_slide(slide);
       }

       w3c_slidy.set_eos_status(
         !w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
       w3c_slidy.set_location();
     }
  },

  // goto last slide with everything revealed
  // i.e. state at end of presentation
  last_slide: function () {
    if (!w3c_slidy.view_all)
    {
      var slide;

      w3c_slidy.last_shown = null; //revealNextItem(lastShown);

      if (w3c_slidy.last_shown == null &&
          w3c_slidy.slide_number < w3c_slidy.slides.length - 1)
      {
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);
         w3c_slidy.slide_number = w3c_slidy.slides.length - 1;
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.set_visibility_all_incremental("visible");
         w3c_slidy.last_shown = w3c_slidy.previous_incremental_item(null);

         w3c_slidy.show_slide(slide);
      }
      else
      {
         w3c_slidy.set_visibility_all_incremental("visible");
         w3c_slidy.last_shown = w3c_slidy.previous_incremental_item(null);
      }

      w3c_slidy.set_eos_status(true);
      w3c_slidy.set_location();
    }
  },


  // ### check this and consider add/remove class
  set_eos_status: function (state) {
    if (this.eos)
      this.eos.style.color = (state ? "rgb(240,240,240)" : "red");
  },

  // first slide is 0
  goto_slide: function (num) {
    //alert("going to slide " + (num+1));
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.hide_slide(slide);
    w3c_slidy.slide_number = num;
    slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.last_shown = null;
    w3c_slidy.set_visibility_all_incremental("hidden");
    w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
    document.title = w3c_slidy.title + " (" + (w3c_slidy.slide_number+1) + ")";
    w3c_slidy.show_slide(slide);
    w3c_slidy.show_slide_number();
  },


  show_slide: function (slide) {
    this.sync_background(slide);
    this.remove_class(slide, "hidden");

    // work around IE9 object rendering bug
    setTimeout("window.scrollTo(0,0);", 1);
  },

  hide_slide: function (slide) {
    this.add_class(slide, "hidden");
  },

  set_focus: function (element)
  {
    if (element)
      element.focus();
    else
    {
      w3c_slidy.help_anchor.focus();

      setTimeout(function() {
        w3c_slidy.help_anchor.blur();
      }, 1);
    }
  },

  // show just the backgrounds pertinent to this slide
  // when slide background-color is transparent
  // this should now work with rgba color values
  sync_background: function (slide) {
    var background;
    var bgColor;

    if (slide.currentStyle)
      bgColor = slide.currentStyle["backgroundColor"];
    else if (document.defaultView)
    {
      var styles = document.defaultView.getComputedStyle(slide,null);

      if (styles)
        bgColor = styles.getPropertyValue("background-color");
      else // broken implementation probably due Safari or Konqueror
      {
        //alert("defective implementation of getComputedStyle()");
        bgColor = "transparent";
      }
    }
    else
      bgColor == "transparent";

    if (bgColor == "transparent" ||
        bgColor.indexOf("rgba") >= 0 ||
        bgColor.indexOf("opacity") >= 0)
    {
      var slideClass = this.get_class_list(slide);

      for (var i = 0; i < this.backgrounds.length; i++)
      {
        background = this.backgrounds[i];

        var bgClass = this.get_class_list(background);

        if (this.matching_background(slideClass, bgClass))
          this.remove_class(background, "hidden");
        else
          this.add_class(background, "hidden");
      }
    }
    else // forcibly hide all backgrounds
      this.hide_backgrounds();
  },

  hide_backgrounds: function () {
    for (var i = 0; i < this.backgrounds.length; i++)
    {
      background = this.backgrounds[i];
      this.add_class(background, "hidden");
    }
  },

  // compare classes for slide and background
  matching_background: function (slideClass, bgClass) {
    var i, count, pattern, result;

    // define pattern as regular expression
    pattern = /\w+/g;

    // check background class names
    result = bgClass.match(pattern);

    for (i = count = 0; i < result.length; i++)
    {
      if (result[i] == "hidden")
        continue;

      if (result[i] == "background")
	continue;

      ++count;
    }

    if (count == 0)  // default match
      return true;

    // check for matches and place result in array
    result = slideClass.match(pattern);

    // now check if desired name is present for background
    for (i = count = 0; i < result.length; i++)
    {
      if (result[i] == "hidden")
        continue;

      if (this.has_token(bgClass, result[i]))
        return true;
    }

    return false;
  },

  resized: function () {
     var width = 0;

     if ( typeof( window.innerWidth ) == 'number' )
       width = window.innerWidth;  // Non IE browser
     else if (document.documentElement && document.documentElement.clientWidth)
       width = document.documentElement.clientWidth;  // IE6
     else if (document.body && document.body.clientWidth)
       width = document.body.clientWidth; // IE4

     var height = 0;

     if ( typeof( window.innerHeight ) == 'number' )
       height = window.innerHeight;  // Non IE browser
     else if (document.documentElement && document.documentElement.clientHeight)
       height = document.documentElement.clientHeight;  // IE6
     else if (document.body && document.body.clientHeight)
       height = document.body.clientHeight; // IE4

     if (height && (width/height > 1.05*1024/768))
     {
       width = height * 1024.0/768;
     }

     // IE fires onresize even when only font size is changed!
     // so we do a check to avoid blocking < and > actions
     if (width != w3c_slidy.last_width || height != w3c_slidy.last_height)
     {
       if (width >= 1100)
         w3c_slidy.size_index = 5;    // 4
       else if (width >= 1000)
         w3c_slidy.size_index = 4;    // 3
       else if (width >= 800)
         w3c_slidy.size_index = 3;    // 2
       else if (width >= 600)
         w3c_slidy.size_index = 2;    // 1
       else if (width)
         w3c_slidy.size_index = 0;

       // add in font size adjustment from meta element e.g.
       // <meta name="font-size-adjustment" content="-2" />
       // useful when slides have too much content ;-)

       if (0 <= w3c_slidy.size_index + w3c_slidy.size_adjustment &&
             w3c_slidy.size_index + w3c_slidy.size_adjustment < w3c_slidy.sizes.length)
         w3c_slidy.size_index = w3c_slidy.size_index + w3c_slidy.size_adjustment;

       // enables cross browser use of relative width/height
       // on object elements for use with SVG and Flash media
       w3c_slidy.adjust_object_dimensions(width, height);

       if (document.body.style.fontSize != w3c_slidy.sizes[w3c_slidy.size_index])
       {
         document.body.style.fontSize = w3c_slidy.sizes[w3c_slidy.size_index];
       }

       w3c_slidy.last_width = width;
       w3c_slidy.last_height = height;

       // force reflow to work around Mozilla bug
       if (w3c_slidy.ns_pos)
       {
         var slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);
         w3c_slidy.show_slide(slide);
       }

       // force correct positioning of toolbar
       w3c_slidy.refresh_toolbar(200);
     }
  },

  scrolled: function () {
    if (w3c_slidy.toolbar && !w3c_slidy.ns_pos && !w3c_slidy.ie7)
    {
      w3c_slidy.hack_offset = w3c_slidy.scroll_x_offset();
      // hide toolbar
      w3c_slidy.toolbar.style.display = "none";

      // make it reappear later
      if (w3c_slidy.scrollhack == 0 && !w3c_slidy.view_all)
      {
        setTimeout(function () {w3c_slidy.show_toolbar(); }, 1000);
        w3c_slidy.scrollhack = 1;
      }
    }
  },

  hide_toolbar: function () {
    w3c_slidy.add_class(w3c_slidy.toolbar, "hidden");
    window.focus();
  },

  // used to ensure IE refreshes toolbar in correct position
  refresh_toolbar: function (interval) {
    if (!w3c_slidy.ns_pos && !w3c_slidy.ie7)
    {
      w3c_slidy.hide_toolbar();
      setTimeout(function () {w3c_slidy.show_toolbar();}, interval);
    }
  },

  // restores toolbar after short delay
  show_toolbar: function () {
    if (w3c_slidy.want_toolbar)
    {
      w3c_slidy.toolbar.style.display = "block";

      if (!w3c_slidy.ns_pos)
      {
        // adjust position to allow for scrolling
        var xoffset = w3c_slidy.scroll_x_offset();
        w3c_slidy.toolbar.style.left = xoffset;
        w3c_slidy.toolbar.style.right = xoffset;

        // determine vertical scroll offset
        //var yoffset = scrollYOffset();

        // bottom is doc height - window height - scroll offset
        //var bottom = documentHeight() - lastHeight - yoffset

        //if (yoffset > 0 || documentHeight() > lastHeight)
        //   bottom += 16;  // allow for height of scrollbar

        w3c_slidy.toolbar.style.bottom = 0; //bottom;
      }

      w3c_slidy.remove_class(w3c_slidy.toolbar, "hidden");
    }

    w3c_slidy.scrollhack = 0;


    // set the keyboard focus to the help link on the
    // toolbar to ensure that document has the focus
    // IE doesn't always work with window.focus()
    // and this hack has benefit of Enter for help

    try
    {
      if (!w3c_slidy.opera)
        w3c_slidy.set_focus();
    }
    catch (e)
    {
    }
  },

// invoked via F key
  toggle_toolbar: function () {
    if (!w3c_slidy.view_all)
    {
      if (w3c_slidy.has_class(w3c_slidy.toolbar, "hidden"))
      {
        w3c_slidy.remove_class(w3c_slidy.toolbar, "hidden")
        w3c_slidy.want_toolbar = 1;
      }
      else
      {
        w3c_slidy.add_class(w3c_slidy.toolbar, "hidden")
        w3c_slidy.want_toolbar = 0;
      }
    }
  },

  scroll_x_offset: function () {
    if (window.pageXOffset)
      return self.pageXOffset;

    if (document.documentElement && 
             document.documentElement.scrollLeft)
      return document.documentElement.scrollLeft;

    if (document.body)
      return document.body.scrollLeft;

    return 0;
  },

  scroll_y_offset: function () {
    if (window.pageYOffset)
      return self.pageYOffset;

    if (document.documentElement && 
             document.documentElement.scrollTop)
      return document.documentElement.scrollTop;

    if (document.body)
      return document.body.scrollTop;

    return 0;
  },

  // looking for a way to determine height of slide content
  // the slide itself is set to the height of the window
  optimize_font_size: function () {
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];

    //var dh = documentHeight(); //getDocHeight(document);
    var dh = slide.scrollHeight;
    var wh = getWindowHeight();
    var u = 100 * dh / wh;

    alert("window utilization = " + u + "% (doc "
      + dh + " win " + wh + ")");
  },

  // from document object
  get_doc_height: function (doc) {
    if (!doc)
      doc = document;

    if (doc && doc.body && doc.body.offsetHeight)
      return doc.body.offsetHeight;  // ns/gecko syntax

    if (doc && doc.body && doc.body.scrollHeight)
      return doc.body.scrollHeight;

    alert("couldn't determine document height");
  },

  get_window_height: function () {
    if ( typeof( window.innerHeight ) == 'number' )
      return window.innerHeight;  // Non IE browser

    if (document.documentElement && document.documentElement.clientHeight)
      return document.documentElement.clientHeight;  // IE6

    if (document.body && document.body.clientHeight)
      return document.body.clientHeight; // IE4
  },

  document_height: function () {
    var sh, oh;

    sh = document.body.scrollHeight;
    oh = document.body.offsetHeight;

    if (sh && oh)
    {
      return (sh > oh ? sh : oh);
    }

    // no idea!
    return 0;
  },

  smaller: function () {
    if (w3c_slidy.size_index > 0)
    {
      --w3c_slidy.size_index;
    }

    w3c_slidy.toolbar.style.display = "none";
    document.body.style.fontSize = w3c_slidy.sizes[w3c_slidy.size_index];
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.hide_slide(slide);
    w3c_slidy.show_slide(slide);
    setTimeout(function () {w3c_slidy.show_toolbar(); }, 50);
  },

  bigger: function () {
    if (w3c_slidy.size_index < w3c_slidy.sizes.length - 1)
    {
      ++w3c_slidy.size_index;
    }

    w3c_slidy.toolbar.style.display = "none";
    document.body.style.fontSize = w3c_slidy.sizes[w3c_slidy.size_index];
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.hide_slide(slide);
    w3c_slidy.show_slide(slide);
    setTimeout(function () {w3c_slidy.show_toolbar(); }, 50);
  },

  // enables cross browser use of relative width/height
  // on object elements for use with SVG and Flash media
  // with thanks to Ivan Herman for the suggestion
  adjust_object_dimensions: function (width, height) {
    for( var i = 0; i < w3c_slidy.objects.length; i++ )
    {
      var obj = this.objects[i];
      var mimeType = obj.getAttribute("type");

      if (mimeType == "image/svg+xml" || mimeType == "application/x-shockwave-flash")
      {
        if ( !obj.initialWidth ) 
          obj.initialWidth = obj.getAttribute("width");

        if ( !obj.initialHeight ) 
          obj.initialHeight = obj.getAttribute("height");

        if ( obj.initialWidth && obj.initialWidth.charAt(obj.initialWidth.length-1) == "%" )
        {
          var w = parseInt(obj.initialWidth.slice(0, obj.initialWidth.length-1));
          var newW = width * (w/100.0);
          obj.setAttribute("width",newW);
        }

        if ( obj.initialHeight &&
             obj.initialHeight.charAt(obj.initialHeight.length-1) == "%" )
        {
          var h = parseInt(obj.initialHeight.slice(0, obj.initialHeight.length-1));
          var newH = height * (h/100.0);
          obj.setAttribute("height", newH);
        }
      }
    }
  },

  // needed for Opera to inhibit default behavior
  // since Opera delivers keyPress even if keyDown
  // was cancelled
  key_press: function (event) {
    if (!event)
      event = window.event;

    if (!w3c_slidy.key_wanted)
      return w3c_slidy.cancel(event);

    return true;
  },

  //  See e.g. http://www.quirksmode.org/js/events/keys.html for keycodes
  key_down: function (event) {
    var key, target, tag;

    w3c_slidy.key_wanted = true;

    if (!event)
      event = window.event;

    // kludge around NS/IE differences 
    if (window.event)
    {
      key = window.event.keyCode;
      target = window.event.srcElement;
    }
    else if (event.which)
    {
      key = event.which;
      target = event.target;
    }
    else
      return true; // Yikes! unknown browser

    // ignore event if key value is zero
    // as for alt on Opera and Konqueror
    if (!key)
       return true;

    // avoid interfering with keystroke
    // behavior for non-slidy chrome elements
    if (!w3c_slidy.slidy_chrome(target) &&
        w3c_slidy.special_element(target))
      return true;

    // check for concurrent control/command/alt key
    // but are these only present on mouse events?

    if (event.ctrlKey || event.altKey || event.metaKey)
       return true;

    // dismiss table of contents if visible
    if (w3c_slidy.is_shown_toc() && key != 9 && key != 16 && key != 38 && key != 40)
    {
      w3c_slidy.hide_table_of_contents(true);

      if (key == 27 || key == 84 || key == 67)
        return w3c_slidy.cancel(event);
    }

    if (key == 34) // Page Down
    {
      if (w3c_slidy.view_all)
        return true;

      w3c_slidy.next_slide(false);
      return w3c_slidy.cancel(event);
    }
    else if (key == 33) // Page Up
    {
      if (w3c_slidy.view_all)
        return true;

      w3c_slidy.previous_slide(false);
      return w3c_slidy.cancel(event);
    }
    else if (key == 32) // space bar
    {
      w3c_slidy.next_slide(true);
      return w3c_slidy.cancel(event);
    }
    else if (key == 37) // Left arrow
    {
      w3c_slidy.previous_slide(!event.shiftKey);
      return w3c_slidy.cancel(event);
    }
    else if (key == 36) // Home
    {
      w3c_slidy.first_slide();
      return w3c_slidy.cancel(event);
    }
    else if (key == 35) // End
    {
      w3c_slidy.last_slide();
      return w3c_slidy.cancel(event);
    }
    else if (key == 39) // Right arrow
    {
      w3c_slidy.next_slide(!event.shiftKey);
      return w3c_slidy.cancel(event);
    }
    else if (key == 13) // Enter
    {
      if (w3c_slidy.outline)
      {
        if (w3c_slidy.outline.visible)
          w3c_slidy.fold(w3c_slidy.outline);
        else
          w3c_slidy.unfold(w3c_slidy.outline);
          
       return w3c_slidy.cancel(event);
      }
    }
    else if (key == 188)  // < for smaller fonts
    {
      w3c_slidy.smaller();
      return w3c_slidy.cancel(event);
    }
    else if (key == 190)  // > for larger fonts
    {
      w3c_slidy.bigger();
      return w3c_slidy.cancel(event);
    }
    else if (key == 189 || key == 109)  // - for smaller fonts
    {
      w3c_slidy.smaller();
      return w3c_slidy.cancel(event);
    }
    else if (key == 187 || key == 191 || key == 107)  // = +  for larger fonts
    {
      w3c_slidy.bigger();
      return w3c_slidy.cancel(event);
    }
    else if (key == 83)  // S for smaller fonts
    {
      w3c_slidy.smaller();
      return w3c_slidy.cancel(event);
    }
    else if (key == 66)  // B for larger fonts
    {
      w3c_slidy.bigger();
      return w3c_slidy.cancel(event);
    }
    else if (key == 90)  // Z for last slide
    {
      w3c_slidy.last_slide();
      return w3c_slidy.cancel(event);
    }
    else if (key == 70)  // F for toggle toolbar
    {
      w3c_slidy.toggle_toolbar();
      return w3c_slidy.cancel(event);
    }
    else if (key == 65)  // A for toggle view single/all slides
    {
      w3c_slidy.toggle_view();
      return w3c_slidy.cancel(event);
    }
    else if (key == 75)  // toggle action of left click for next page
    {
      w3c_slidy.mouse_click_enabled = !w3c_slidy.mouse_click_enabled;
      var alert_msg = (w3c_slidy.mouse_click_enabled ?
                "enabled" : "disabled") +  " mouse click advance";

      alert(w3c_slidy.localize(alert_msg));
      return w3c_slidy.cancel(event);
    }
    else if (key == 84 || key == 67)  // T or C for table of contents
    {
      if (w3c_slidy.toc)
        w3c_slidy.toggle_table_of_contents();

      return w3c_slidy.cancel(event);
    }
    else if (key == 72) // H for help
    {
      window.location = w3c_slidy.help_page;
      return w3c_slidy.cancel(event);
    }
    //else alert("key code is "+ key);

    return true;
  },

  // safe for both text/html and application/xhtml+xml
  create_element: function (name) {
    if (this.xhtml && (typeof document.createElementNS != 'undefined'))
      return document.createElementNS("http://www.w3.org/1999/xhtml", name)

    return document.createElement(name);
  },

  get_element_style: function (elem, IEStyleProp, CSSStyleProp) {
    if (elem.currentStyle)
    {
      return elem.currentStyle[IEStyleProp];
    }
    else if (window.getComputedStyle)
    {
      var compStyle = window.getComputedStyle(elem, "");
      return compStyle.getPropertyValue(CSSStyleProp);
    }
    return "";
  },

  // the string str is a whitespace separated list of tokens
  // test if str contains a particular token, e.g. "slide"
  has_token: function (str, token) {
    if (str)
    {
      // define pattern as regular expression
      var pattern = /\w+/g;

      // check for matches
      // place result in array
      var result = str.match(pattern);

      // now check if desired token is present
      for (var i = 0; i < result.length; i++)
      {
        if (result[i] == token)
          return true;
      }
    }

    return false;
  },

  get_class_list: function (element) {
    if (typeof element.className != 'undefined')
      return element.className;

    return element.getAttribute("class");
  },

  has_class: function (element, name) {
    if (element.nodeType != 1)
      return false;

    var regexp = new RegExp("(^| )" + name + "\W*");

    if (typeof element.className != 'undefined')
      return regexp.test(element.className);

    return regexp.test(element.getAttribute("class"));
  },

  remove_class: function (element, name) {
    var regexp = new RegExp("(^| )" + name + "\W*");
    var clsval = "";

    if (typeof element.className != 'undefined')
    {
      clsval = element.className;

      if (clsval)
      {
        clsval = clsval.replace(regexp, "");
        element.className = clsval;
      }
    }
    else
    {
      clsval = element.getAttribute("class");

      if (clsval)
      {
        clsval = clsval.replace(regexp, "");
        element.setAttribute("class", clsval);
      }
    }
  },

  add_class: function (element, name) {
    if (!this.has_class(element, name))
    {
      if (typeof element.className != 'undefined')
        element.className += " " + name;
      else
      {
        var clsval = element.getAttribute("class");
        clsval = clsval ? clsval + " " + name : name;
        element.setAttribute("class", clsval);
      }
    }
  },

  // HTML elements that can be used with class="incremental"
  // note that you can also put the class on containers like
  // up, ol, dl, and div to make their contents appear
  // incrementally. Upper case is used since this is what
  // browsers report for HTML node names (text/html).
  incremental_elements: null,
  okay_for_incremental: function (name) {
    if (!this.incremental_elements)
    {
      var inclist = new Array();
      inclist["p"] = true;
      inclist["pre"] = true;
      inclist["li"] = true;
      inclist["blockquote"] = true;
      inclist["dt"] = true;
      inclist["dd"] = true;
      inclist["h2"] = true;
      inclist["h3"] = true;
      inclist["h4"] = true;
      inclist["h5"] = true;
      inclist["h6"] = true;
      inclist["span"] = true;
      inclist["address"] = true;
      inclist["table"] = true;
      inclist["tr"] = true;
      inclist["th"] = true;
      inclist["td"] = true;
      inclist["img"] = true;
      inclist["object"] = true;
      this.incremental_elements = inclist;
    }
    return this.incremental_elements[name.toLowerCase()];
  },

  next_incremental_item: function (node) {
    var br = this.is_xhtml ? "br" : "BR";
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];

    for (;;)
    {
      node = w3c_slidy.next_node(slide, node);

      if (node == null || node.parentNode == null)
        break;

      if (node.nodeType == 1)  // ELEMENT
      {
        if (node.nodeName == br)
          continue;

        if (w3c_slidy.has_class(node, "incremental")
             && w3c_slidy.okay_for_incremental(node.nodeName))
          return node;

        if (w3c_slidy.has_class(node.parentNode, "incremental")
             && !w3c_slidy.has_class(node, "non-incremental"))
          return node;
      }
    }

    return node;
  },

  previous_incremental_item: function (node) {
    var br = this.is_xhtml ? "br" : "BR";
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];

    for (;;)
    {
      node = w3c_slidy.previous_node(slide, node);

      if (node == null || node.parentNode == null)
        break;

      if (node.nodeType == 1)
      {
        if (node.nodeName == br)
          continue;

        if (w3c_slidy.has_class(node, "incremental")
             && w3c_slidy.okay_for_incremental(node.nodeName))
          return node;

        if (w3c_slidy.has_class(node.parentNode, "incremental")
             && !w3c_slidy.has_class(node, "non-incremental"))
          return node;
      }
    }

    return node;
  },

  // set visibility for all elements on current slide with
  // a parent element with attribute class="incremental"
  set_visibility_all_incremental: function (value) {
    var node = this.next_incremental_item(null);

    if (value == "hidden")
    {
      while (node)
      {
        w3c_slidy.add_class(node, "invisible");
        node = w3c_slidy.next_incremental_item(node);
      }
    }
    else // value == "visible"
    {
      while (node)
      {
        w3c_slidy.remove_class(node, "invisible");
        node = w3c_slidy.next_incremental_item(node);
      }
    }
  },

  // reveal the next hidden item on the slide
  // node is null or the node that was last revealed
  reveal_next_item: function (node) {
    node = w3c_slidy.next_incremental_item(node);

    if (node && node.nodeType == 1)  // an element
      w3c_slidy.remove_class(node, "invisible");

    return node;
  },

  // exact inverse of revealNextItem(node)
  hide_previous_item: function (node) {
    if (node && node.nodeType == 1)  // an element
      w3c_slidy.add_class(node, "invisible");

    return this.previous_incremental_item(node);
  },

  // left to right traversal of root's content
  next_node: function (root, node) {
    if (node == null)
      return root.firstChild;

    if (node.firstChild)
      return node.firstChild;

    if (node.nextSibling)
      return node.nextSibling;

    for (;;)
    {
      node = node.parentNode;

      if (!node || node == root)
        break;

      if (node && node.nextSibling)
        return node.nextSibling;
    }

    return null;
  },

  // right to left traversal of root's content
  previous_node: function (root, node) {
    if (node == null)
    {
      node = root.lastChild;

      if (node)
      {
        while (node.lastChild)
          node = node.lastChild;
      }

      return node;
    }

    if (node.previousSibling)
    {
      node = node.previousSibling;

      while (node.lastChild)
        node = node.lastChild;

      return node;
    }

    if (node.parentNode != root)
      return node.parentNode;

    return null;
  },

  previous_sibling_element: function (el) {
    el = el.previousSibling;

    while (el && el.nodeType != 1)
      el = el.previousSibling;

    return el;
  },

  next_sibling_element: function (el) {
    el = el.nextSibling;

    while (el && el.nodeType != 1)
      el = el.nextSibling;

    return el;
  },

  first_child_element: function (el) {
    var node;

    for (node = el.firstChild; node; node = node.nextSibling)
    {
      if (node.nodeType == 1)
        break;
    }

    return node;
  },

  first_tag: function (element, tag) {
    var node;

    if (!this.is_xhtml)
      tag = tag.toUpperCase();

    for (node = element.firstChild; node; node = node.nextSibling)
    {
      if (node.nodeType == 1 && node.nodeName == tag)
        break;
    }

    return node;
  },

  hide_selection: function () {
    if (window.getSelection) // Firefox, Chromium, Safari, Opera
    {
      var selection = window.getSelection();

      if (selection.rangeCount > 0)
      {
        var range = selection.getRangeAt(0);
        range.collapse (false);
      }
    }
    else // Internet Explorer
    {
      var textRange = document.selection.createRange ();
      textRange.collapse (false);
    }
  },

  get_selected_text: function () {
    try
    {
      if (window.getSelection)
        return window.getSelection().toString();

      if (document.getSelection)
        return document.getSelection().toString();

      if (document.selection)
        return document.selection.createRange().text;
    }
    catch (e)
    {
    }

    return "";
  },

  // make note of length of selected text
  // as this evaluates to zero in click event
  mouse_button_up: function (e) {
    w3c_slidy.selected_text_len = w3c_slidy.get_selected_text().length;
  },

  mouse_button_down: function (e) {
    w3c_slidy.selected_text_len = w3c_slidy.get_selected_text().length;
    w3c_slidy.mouse_x = e.clientX;
    w3c_slidy.mouse_y = e.clientY;
  },

  // right mouse button click is reserved for context menus
  // it is more reliable to detect rightclick than leftclick
  mouse_button_click: function (e) {
    if (!e)
      var e = window.event;

    if (Math.abs(e.clientX -w3c_slidy.mouse_x) +
        Math.abs(e.clientY -w3c_slidy.mouse_y) > 10)
      return true;

    if (w3c_slidy.selected_text_len > 0)
      return true;

    var rightclick = false;
    var leftclick = false;
    var middleclick = false;
    var target;

    if (!e)
      var e = window.event;

    if (e.target)
      target = e.target;
    else if (e.srcElement)
      target = e.srcElement;

    // work around Safari bug
    if (target.nodeType == 3)
      target = target.parentNode;

    if (e.which) // all browsers except IE
    {
      leftclick = (e.which == 1);
      middleclick = (e.which == 2);
      rightclick = (e.which == 3);
    }
    else if (e.button)
    {
      // Konqueror gives 1 for left, 4 for middle
      // IE6 gives 0 for left and not 1 as I expected

      if (e.button == 4)
        middleclick = true;

      // all browsers agree on 2 for right button
      rightclick = (e.button == 2);
    }
    else
      leftclick = true;

    if (w3c_slidy.selected_text_len > 0)
    {
      w3c_slidy.stop_propagation(e);
      e.cancel = true;
      e.returnValue = false;
      return false;
    }

    // dismiss table of contents
    w3c_slidy.hide_table_of_contents(false);

    // check if target is something that probably want's clicks
    // e.g. a, embed, object, input, textarea, select, option
    var tag = target.nodeName.toLowerCase();

    if (w3c_slidy.mouse_click_enabled && leftclick &&
        !w3c_slidy.special_element(target) &&
        !target.onclick)
    {
      w3c_slidy.next_slide(true);
      w3c_slidy.stop_propagation(e);
      e.cancel = true;
      e.returnValue = false;
      return false;
    }

    return true;
  },

  special_element: function (element) {
    if (this.has_class(element, "non-interactive"))
      return false;

    var tag = element.nodeName.toLowerCase();

    return element.onkeydown ||
      element.onclick ||
      tag == "a" ||
      tag == "embed" ||
      tag == "object" ||
      tag == "video" ||
      tag == "audio" ||
      tag == "svg" ||
      tag == "canvas" ||
      tag == "input" ||
      tag == "textarea" ||
      tag == "select" ||
      tag == "option";
  },

  slidy_chrome: function (el) {
    while (el)
    {
      if (el == w3c_slidy.toc ||
          el == w3c_slidy.toolbar ||
          w3c_slidy.has_class(el, "outline"))
        return true;

      el = el.parentNode;
    }

    return false;
  },

  get_key: function (e)
  {
    var key;

    // kludge around NS/IE differences 
    if (typeof window.event != "undefined")
      key = window.event.keyCode;
    else if (e.which)
      key = e.which;

    return key;
  },

  get_target: function (e) {
    var target;

    if (!e)
      e = window.event;

    if (e.target)
      target = e.target;
    else if (e.srcElement)
      target = e.srcElement;

    if (target.nodeType != 1)
      target = target.parentNode;

    return target;
  },

  // does display property provide correct defaults?
  is_block: function (elem) {
    var tag = elem.nodeName.toLowerCase();

    return tag == "ol" || tag == "ul" || tag == "p" || tag == "dl" ||
           tag == "li" || tag == "table" || tag == "pre" ||
           tag == "h1" || tag == "h2" || tag == "h3" ||
           tag == "h4" || tag == "h5" || tag == "h6" ||
           tag == "blockquote" || tag == "address"; 
  },

  add_listener: function (element, event, handler) {
    if (window.addEventListener)
      element.addEventListener(event, handler, false);
    else
      element.attachEvent("on"+event, handler);
  },

  // used to prevent event propagation from field controls
  stop_propagation: function (event) {
    event = event ? event : window.event;
    event.cancelBubble = true;  // for IE

    if (event.stopPropagation)
      event.stopPropagation();

    return true;
  },

  cancel: function (event) {
    if (event)
    {
       event.cancel = true;
       event.returnValue = false;

      if (event.preventDefault)
        event.preventDefault();
    }

    w3c_slidy.key_wanted = false;
    return false;
  },

// for each language define an associative array
// and also the help text which is longer

  strings_es: {
    "slide":"pág.",
    "help?":"Ayuda",
    "contents?":"Índice",
    "table of contents":"tabla de contenidos",
    "Table of Contents":"Tabla de Contenidos",
    "restart presentation":"Reiniciar presentación",
    "restart?":"Inicio"
  },
  help_es:
    "Utilice el ratón, barra espaciadora, teclas Izda/Dcha, " +
    "o Re pág y Av pág. Use S y B para cambiar el tamaño de fuente.",

  strings_ca: {
    "slide":"pàg..",
    "help?":"Ajuda",
    "contents?":"Índex",
    "table of contents":"taula de continguts",
    "Table of Contents":"Taula de Continguts",
    "restart presentation":"Reiniciar presentació",
    "restart?":"Inici"
  },
  help_ca:
    "Utilitzi el ratolí, barra espaiadora, tecles Esq./Dta. " +
    "o Re pàg y Av pàg. Usi S i B per canviar grandària de font.",

  strings_cs: {
    "slide":"snímek",
    "help?":"nápověda",
    "contents?":"obsah",
    "table of contents":"obsah prezentace",
    "Table of Contents":"Obsah prezentace",
    "restart presentation":"znovu spustit prezentaci",
    "restart?":"restart"
  },
  help_cs:
    "Prezentaci můžete procházet pomocí kliknutí myši, mezerníku, " +
    "šipek vlevo a vpravo nebo kláves PageUp a PageDown. Písmo se " +
    "dá zvětšit a zmenšit pomocí kláves B a S.",

  strings_nl: {
    "slide":"pagina",
    "help?":"Help?",
    "contents?":"Inhoud?",
    "table of contents":"inhoudsopgave",
    "Table of Contents":"Inhoudsopgave",
    "restart presentation":"herstart presentatie",
    "restart?":"Herstart?"
  },
  help_nl:
     "Navigeer d.m.v. het muis, spatiebar, Links/Rechts toetsen, " +
     "of PgUp en PgDn. Gebruik S en B om de karaktergrootte te veranderen.",

  strings_de: {
    "slide":"Seite",
    "help?":"Hilfe",
    "contents?":"Übersicht",
    "table of contents":"Inhaltsverzeichnis",
    "Table of Contents":"Inhaltsverzeichnis",
    "restart presentation":"Präsentation neu starten",
    "restart?":"Neustart"
  },
  help_de:
    "Benutzen Sie die Maus, Leerschlag, die Cursortasten links/rechts oder " +
    "Page up/Page Down zum Wechseln der Seiten und S und B für die Schriftgrösse.",

  strings_pl: {
    "slide":"slajd",
    "help?":"pomoc?",
    "contents?":"spis treści?",
    "table of contents":"spis treści",
    "Table of Contents":"Spis Treści",
    "restart presentation":"Restartuj prezentację",
    "restart?":"restart?"
  },
  help_pl:
    "Zmieniaj slajdy klikając myszą, naciskając spację, strzałki lewo/prawo" +
    "lub PgUp / PgDn. Użyj klawiszy S i B, aby zmienić rozmiar czczionki.",

  strings_fr: {
    "slide":"page",
    "help?":"Aide",
    "contents?":"Index",
    "table of contents":"table des matières",
    "Table of Contents":"Table des matières",
    "restart presentation":"Recommencer l'exposé",
    "restart?":"Début"
  },
  help_fr:
    "Naviguez avec la souris, la barre d'espace, les flèches " +
    "gauche/droite ou les touches Pg Up, Pg Dn. Utilisez " +
    "les touches S et B pour modifier la taille de la police.",

  strings_hu: {
    "slide":"oldal",
    "help?":"segítség",
    "contents?":"tartalom",
    "table of contents":"tartalomjegyzék",
    "Table of Contents":"Tartalomjegyzék",
    "restart presentation":"bemutató újraindítása",
    "restart?":"újraindítás"
  },
  help_hu:
    "Az oldalak közti lépkedéshez kattintson az egérrel, vagy " +
    "használja a szóköz, a bal, vagy a jobb nyíl, illetve a Page Down, " +
    "Page Up billentyűket. Az S és a B billentyűkkel változtathatja " +
    "a szöveg méretét.",

  strings_it: {
    "slide":"pag.",
    "help?":"Aiuto",
    "contents?":"Indice",
    "table of contents":"indice",
    "Table of Contents":"Indice",
    "restart presentation":"Ricominciare la presentazione",
    "restart?":"Inizio"
  },
  help_it:
    "Navigare con mouse, barra spazio, frecce sinistra/destra o " +
    "PgUp e PgDn. Usare S e B per cambiare la dimensione dei caratteri.",

  strings_el: {
    "slide":"σελίδα",
    "help?":"βοήθεια;",
    "contents?":"περιεχόμενα;",
    "table of contents":"πίνακας περιεχομένων",
    "Table of Contents":"Πίνακας Περιεχομένων",
    "restart presentation":"επανεκκίνηση παρουσίασης",
    "restart?":"επανεκκίνηση;"
  },
  help_el:
    "Πλοηγηθείτε με το κλίκ του ποντικιού, το space, τα βέλη αριστερά/δεξιά, " +
    "ή Page Up και Page Down. Χρησιμοποιήστε τα πλήκτρα S και B για να αλλάξετε " +
    "το μέγεθος της γραμματοσειράς.",

  strings_ja: {
    "slide":"スライド",
    "help?":"ヘルプ",
    "contents?":"目次",
    "table of contents":"目次を表示",
    "Table of Contents":"目次",
    "restart presentation":"最初から再生",
    "restart?":"最初から"
  },
  help_ja:
     "マウス左クリック ・ スペース ・ 左右キー " +
     "または Page Up ・ Page Downで操作， S ・ Bでフォントサイズ変更",

  strings_zh: {
    "slide":"幻灯片",
    "help?":"帮助?",
    "contents?":"内容?",
    "table of contents":"目录",
    "Table of Contents":"目录",
    "restart presentation":"重新启动展示",
    "restart?":"重新启动?"
  },
  help_zh:
    "用鼠标点击, 空格条, 左右箭头, Pg Up 和 Pg Dn 导航. " +
    "用 S, B 改变字体大小.",

  strings_ru: {
    "slide":"слайд",
    "help?":"помощь?",
    "contents?":"содержание?",
    "table of contents":"оглавление",
    "Table of Contents":"Оглавление",
    "restart presentation":"перезапустить презентацию",
    "restart?":"перезапуск?"
  },
  help_ru:
    "Перемещайтесь кликая мышкой, используя клавишу пробел, стрелки" +
    "влево/вправо или Pg Up и Pg Dn. Клавиши S и B меняют размер шрифта.",

  strings_sv: {
    "slide":"sida",
    "help?":"hjälp",
    "contents?":"innehåll",
    "table of contents":"innehållsförteckning",
    "Table of Contents":"Innehållsförteckning",
    "restart presentation":"visa presentationen från början",
    "restart?":"börja om"
  },
  help_sv:
    "Bläddra med ett klick med vänstra musknappen, mellanslagstangenten, " +
    "vänster- och högerpiltangenterna eller tangenterna Pg Up, Pg Dn. " +
    "Använd tangenterna S och B för att ändra textens storlek.",

  strings: { },

  localize: function (src) {
    if (src == "")
      return src;

     // try full language code, e.g. en-US
     var s, lookup = w3c_slidy.strings[w3c_slidy.lang];

     if (lookup)
     {
       s = lookup[src];

       if (s)
        return s;
     }

     // strip country code suffix, e.g.
     // try en if undefined for en-US
     var lg = w3c_slidy.lang.split("-");

     if (lg.length > 1)
     {
       lookup = w3c_slidy.strings[lg[0]];

       if (lookup)
       {
         s = lookup[src];

         if (s)
          return s;
       }
     }

     // otherwise string as is
     return src;
  },

  init_localization: function () {
    var i18n = w3c_slidy;
    var help_text = w3c_slidy.help_text;

    // each such language array is declared in the localize array
    // this is used as in  w3c_slidy.localize("foo");
    this.strings = {
      "es":this.strings_es,
      "ca":this.strings_ca,
      "cs":this.strings_cs,
      "nl":this.strings_nl,
      "de":this.strings_de,
      "pl":this.strings_pl,
      "fr":this.strings_fr,
      "hu":this.strings_hu,
      "it":this.strings_it,
      "el":this.strings_el,
      "jp":this.strings_ja,
      "zh":this.strings_zh,
      "ru":this.strings_ru,
      "sv":this.strings_sv
    },

    i18n.strings_es[help_text] = i18n.help_es;
    i18n.strings_ca[help_text] = i18n.help_ca;
    i18n.strings_cs[help_text] = i18n.help_cs;
    i18n.strings_nl[help_text] = i18n.help_nl;
    i18n.strings_de[help_text] = i18n.help_de;
    i18n.strings_pl[help_text] = i18n.help_pl;
    i18n.strings_fr[help_text] = i18n.help_fr;
    i18n.strings_hu[help_text] = i18n.help_hu;
    i18n.strings_it[help_text] = i18n.help_it;
    i18n.strings_el[help_text] = i18n.help_el;
    i18n.strings_ja[help_text] = i18n.help_ja;
    i18n.strings_zh[help_text] = i18n.help_zh;
    i18n.strings_ru[help_text] = i18n.help_ru;
    i18n.strings_sv[help_text] = i18n.help_sv;

    w3c_slidy.lang = document.body.parentNode.getAttribute("lang");

    if (!w3c_slidy.lang)
      w3c_slidy.lang = document.body.parentNode.getAttribute("xml:lang");

    if (!w3c_slidy.lang)
      w3c_slidy.lang = "en";
  }
};

// hack for back button behavior
if (w3c_slidy.ie6 || w3c_slidy.ie7)
{
  document.write("<iframe id='historyFrame' " +
  "src='javascript:\"<html"+"></"+"html>\"' " +
  "height='1' width='1' " +
  "style='position:absolute;left:-800px'></iframe>");
}

// attach event listeners for initialization
w3c_slidy.set_up();

// hide the slides as soon as body element is available
// to reduce annoying screen mess before the onload event
setTimeout(w3c_slidy.hide_slides, 50);

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</head>
<body>
<div class="slide titlepage">
  <h1 class="title">Introduction to <grn>mrgsolve</grn><BR>Models and Events</h1>
  <p class="author">
Kyle T. Baron
  </p>
  <p class="date">Metrum Research Group, LLC</p>
</div>
<div class="slide section level1">

<pre><code>. Warning: package 'bindrcpp' was built under R version 3.3.3</code></pre>
</div>
<div id="a-basic-simulation-with-mrgsolve" class="slide section level1">
<h1>A basic simulation with mrgsolve</h1>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod %&gt;%<span class="st"> </span><span class="kw">ev</span>(<span class="dt">amt =</span> <span class="dv">100</span>, <span class="dt">ii =</span> <span class="dv">24</span>, <span class="dt">addl =</span> <span class="dv">3</span>) %&gt;%<span class="st"> </span><span class="kw">mrgsim</span>() %&gt;%<span class="st"> </span><span class="kw">plot</span>()</code></pre></div>
<p><img 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" width="864" /></p>
</div>
<div id="a-basic-simulation-with-mrgsolve-1" class="slide section level1">
<h1>A basic simulation with mrgsolve</h1>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod %&gt;%<span class="st"> </span><span class="kw">ev</span>(<span class="dt">amt =</span> <span class="dv">100</span>, <span class="dt">ii =</span> <span class="dv">24</span>, <span class="dt">addl =</span> <span class="dv">3</span>) %&gt;%<span class="st"> </span><span class="kw">mrgsim</span>() %&gt;%<span class="st"> </span><span class="kw">plot</span>()</code></pre></div>
<ul>
<li><red>mod</red>: the model object
<ul>
<li>Ok … where did <code>that</code> come from?</li>
</ul></li>
<li><blu>ev(amt = 100, …)</blu> : the intervention
<ul>
<li>An <code>event</code> in this example</li>
</ul></li>
<li><grn>mrgsim()</grn>: actually do the simulation</li>
<li><orng>plot()</orng>: do something with the simulation
<ul>
<li><code>plot</code>, <code>mutate</code>, <code>as_data_frame</code> etc …</li>
</ul></li>
</ul>
<ul class="incremental">
<li><red>model</red> <code>%&gt;%</code> <blu>intervention</blu> <code>%&gt;%</code> <grn>Go!</grn> <code>%&gt;%</code> <orng>take-a-look</orng></li>
</ul>
</div>
<div id="whats-coming" class="slide section level1">
<h1>What’s coming …</h1>
<ul class="incremental">
<li><code>model %&gt;% intervention %&gt;%</code> <alrt>options</alrt> <code>%&gt;% Go! %&gt;% ...</code></li>
</ul>
<ul class="incremental">
<li><code>model %&gt;% intervention %&gt;%</code> <orng>population</orng> <code>%&gt;% Go! %&gt;% ...</code></li>
</ul>
<ul class="incremental">
<li><code>model %&gt;%</code> <purp>data-set</purp> <code>%&gt;% Go! %&gt;% ...</code></li>
</ul>
<ul class="incremental">
<li>where <purp>data-set</purp> = <code>intervention + population</code></li>
</ul>
<ul class="incremental">
<li>For now, let’s get this part down</li>
</ul>
<ul class="incremental">
<li><red>model</red> <code>%&gt;%</code> <blu>intervention</blu> <code>%&gt;%</code> <grn>Go!</grn> <code>%&gt;%</code> <orng>take-a-look<orng></li>
</ul>
</div>
<div id="why-do-we-use" class="slide section level1">
<h1>Why do we use <code>%&gt;%</code> ?</h1>
<p>What happens first in this operation?</p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">mean</span>(<span class="kw">sqrt</span>(<span class="kw">seq</span>(<span class="dv">4</span>)))</code></pre></div>
</div>
<div id="pipelines" class="slide section level1">
<h1>Pipelines</h1>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">mean</span>(<span class="kw">sqrt</span>(<span class="kw">seq</span>(<span class="dv">4</span>)))</code></pre></div>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="dv">4</span>  %&gt;%<span class="st"> </span><span class="kw">seq</span>() %&gt;%<span class="st"> </span><span class="kw">sqrt</span>() %&gt;%<span class="st"> </span><span class="kw">mean</span>()</code></pre></div>
<p>Better.</p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="dv">4</span>  %&gt;%<span class="st"> </span>
<span class="st">  </span><span class="kw">seq</span>(.) %&gt;%<span class="st"> </span>
<span class="st">  </span><span class="kw">sqrt</span>(.) %&gt;%<span class="st"> </span>
<span class="st">  </span><span class="kw">mean</span>(., <span class="dt">na.rm =</span> <span class="ot">TRUE</span>)</code></pre></div>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod %&gt;%<span class="st"> </span><span class="kw">some_intervention</span>() %&gt;%<span class="st"> </span><span class="kw">simulate</span>() %&gt;%<span class="st"> </span><span class="kw">post_process</span>()</code></pre></div>
</div>
<div id="the-model-object" class="slide section level1">
<h1>The model object</h1>
<p><red>mod</red><blk>el</blk> <code>%&gt;% ...</code></p>
<ul class="incremental">
<li>I (almost) always call the model object <red>mod</red> in the documention / examples</li>
</ul>
<ul class="incremental">
<li>All the information about the model we need to know to run the simulation</li>
</ul>
<ul class="incremental">
<li><grn>Distinct</grn> from the intervention, the population, the summary</li>
</ul>
<ul class="incremental">
<li>But the model <orng>does</orng> know about output time, random effects</li>
</ul>
</div>
<div id="take-a-look-overview" class="slide section level1">
<h1>Take a look: overview</h1>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod</code></pre></div>
<pre><code>

-------- mrgsolve model object (windows) --------
  Project: C:/Program Files/R/R-3.3.1/library/mrgsolve/models
  source:        pk1.cpp
  shared object: pk1-so-25882f5d660e

  compile date:
  Time:          start: 0 end: 192 delta: 0.2
  &gt;              add: &lt;none&gt;
  &gt;              tscale: 1

  Compartments:  EV CENT [2]
  Parameters:    CL V KA [3]
  Omega:         0x0
  Sigma:         0x0

  Solver:        atol: 1e-08 rtol: 1e-08
  &gt;              maxsteps: 2000 hmin: 0 hmax: 0</code></pre>
</div>
<div id="take-a-look-parameters-really-important" class="slide section level1">
<h1>Take a look: parameters (<red>really important</red>)</h1>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">param</span>(mod)</code></pre></div>
<pre><code>
 Model parameters (N=3):
 name value . name value
 CL   1     | V    20
 KA   1     | .    .    </code></pre>
<ul class="incremental">
<li>Parameters get a name</li>
<li>Names and number of parameters gets fixed at compile time</li>
<li>All parameters have a value</li>
<li>Value can be modified after compile time</li>
</ul>
</div>
<div id="take-a-look-compartments" class="slide section level1">
<h1>Take a look: compartments</h1>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">init</span>(mod)</code></pre></div>
<pre><code>
 Model initial conditions (N=2):
 name       value . name     value
 CENT (2)   0     | EV (1)   0    </code></pre>
<ul class="incremental">
<li>Every compartment gets a name</li>
<li>Every compartment gets an initial condition</li>
</ul>
</div>
<div id="where-did-mod-come-from" class="slide section level1">
<h1>Where did <red>mod</red> come from?</h1>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod &lt;-<span class="st"> </span><span class="kw">mread</span>(<span class="st">&quot;simple&quot;</span>, <span class="st">&quot;model&quot;</span>)</code></pre></div>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod &lt;-<span class="st"> </span><span class="kw">mread</span>(<span class="st">&quot;&lt;model-name&gt;&quot;</span>, <span class="st">&quot;&lt;project-directory&gt;&quot;</span>)</code></pre></div>
<ul>
<li>By default mrgsolve looks for the code in the file
<ul>
<li><grn>model-name.cpp</grn> in</li>
<li><blu>project-directory</blu></li>
</ul></li>
<li><red>mread demo</red></li>
</ul>
</div>
<div id="read-in-a-model-object-with-caching" class="slide section level1">
<h1>Read in a model object with caching</h1>
<p>First time to read</p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod &lt;-<span class="st"> </span><span class="kw">mread_cache</span>(<span class="st">&quot;simple&quot;</span>, <span class="st">&quot;model&quot;</span>)</code></pre></div>
<pre><code>. Compiling simple ...</code></pre>
<pre><code>. done.</code></pre>
<p>Next time to read</p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod &lt;-<span class="st"> </span><span class="kw">mread_cache</span>(<span class="st">&quot;simple&quot;</span>, <span class="st">&quot;model&quot;</span>)</code></pre></div>
<pre><code>. Loading model from cache.</code></pre>
</div>
<div id="oops" class="slide section level1">
<h1>Oops</h1>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod &lt;-<span class="st"> </span><span class="kw">try</span>(<span class="kw">mread</span>(<span class="st">&quot;simple&quot;</span>))

mod</code></pre></div>
<pre><code>. [1] &quot;Error : The model file simple.cpp does not exist.\n&quot;
. attr(,&quot;class&quot;)
. [1] &quot;try-error&quot;
. attr(,&quot;condition&quot;)
. &lt;simpleError: The model file simple.cpp does not exist.&gt;</code></pre>
</div>
<div id="internal-model-library" class="slide section level1">
<h1>Internal model library</h1>
<p>Quiz:</p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod &lt;-<span class="st"> </span><span class="kw">mread</span>(<span class="st">&quot;&lt;first-argument&gt;&quot;</span>, <span class="st">&quot;&lt;second-argument&gt;&quot;</span>)</code></pre></div>
</div>
<div id="internal-model-library-1" class="slide section level1">
<h1>Internal model library</h1>
<p>Quiz:</p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod &lt;-<span class="st"> </span><span class="kw">mread</span>(<span class="st">&quot;&lt;first-argument&gt;&quot;</span>, <span class="st">&quot;&lt;second-argument&gt;&quot;</span>)</code></pre></div>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod &lt;-<span class="st"> </span><span class="kw">mread</span>(<span class="st">&quot;&lt;first-argument&gt;&quot;</span>, <span class="kw">modlib</span>())</code></pre></div>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">modlib</span>()</code></pre></div>
<pre><code>. [1] &quot;C:/Program Files/R/R-3.3.1/library/mrgsolve/models&quot;</code></pre>
</div>
<div id="internal-model-library-2" class="slide section level1">
<h1>Internal model library</h1>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod &lt;-<span class="st"> </span><span class="kw">mread</span>(<span class="st">&quot;effect&quot;</span>, <span class="kw">modlib</span>())</code></pre></div>
<pre><code>. Compiling effect ...</code></pre>
<pre><code>. done.</code></pre>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod</code></pre></div>
<pre><code>.
.
. -------- mrgsolve model object (windows) --------
.   Project: C:/Program Files/R/R-3.3.1/library/mrgsolve/models
.   source:        effect.cpp
.   shared object: effect-so-25884fb522d5
.
.   compile date:
.   Time:          start: 0 end: 36 delta: 0.1
.   &gt;              add: &lt;none&gt;
.   &gt;              tscale: 1
.
.   Compartments:  GUT CENT PERIPH CE [4]
.   Parameters:    VC KA K10 K12 K21 E0
.   &gt;              EMAX EC50 KEO [9]
.   Omega:         0x0
.   Sigma:         0x0
.
.   Solver:        atol: 1e-08 rtol: 1e-08
.   &gt;              maxsteps: 2000 hmin: 0 hmax: 0</code></pre>
</div>
<div id="inline-model-specification" class="slide section level1">
<h1>Inline model specification</h1>
<p>We <red>haven’t covered</red> the specifics of coding a model yet</p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">code &lt;-<span class="st"> '</span>
<span class="st">$PARAM CL = 1, V = 20</span>
<span class="st">$PKMODEL cmt = &quot;CENT&quot;</span>
<span class="st">'</span></code></pre></div>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod &lt;-<span class="st"> </span><span class="kw">mcode</span>(<span class="st">&quot;dont_do_this&quot;</span>, code)</code></pre></div>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod &lt;-<span class="st"> </span><span class="kw">mcode_cache</span>(<span class="st">&quot;seriously_dont&quot;</span>, code)</code></pre></div>
<ul class="incremental">
<li><font class="red">Question:</font> Why is this a bad idea?</li>
</ul>
</div>
<div id="your-turn" class="slide section level1">
<h1><red>Your turn</red></h1>
<ul>
<li><p>File name: <grn>workbook.Rmd</grn></p></li>
<li><p>Section name: <blu>Warm Up</blu></p></li>
</ul>
</div>
<div id="event-objects" class="slide section level1">
<h1>Event objects</h1>
<ul>
<li><p><code>model %&gt;%</code> <red>intervention</red> <code>%&gt;% Go! %&gt;% take-a-look</code></p></li>
<li><p>Event object = quick / easy way to implement dose or other intervention</p></li>
</ul>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">e &lt;-<span class="st"> </span><span class="kw">ev</span>(<span class="dt">amt =</span> <span class="dv">100</span>)

e</code></pre></div>
<pre><code>. Events:
.   time cmt amt evid
. 1    0   1 100    1</code></pre>
<ul class="incremental">
<li>Defaults: <code>time</code>, <code>evid</code>, <code>cmt</code></li>
</ul>
</div>
<div id="three-ways-to-invoke" class="slide section level1">
<h1>Three ways to invoke</h1>
<p><blk>Inline</blk></p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod %&gt;%<span class="st"> </span><span class="kw">ev</span>(<span class="dt">amt =</span> <span class="dv">100</span>) %&gt;%<span class="st"> </span><span class="kw">mrgsim</span>()</code></pre></div>
<p><blk>Object via pipeline</blk></p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">e &lt;-<span class="st"> </span><span class="kw">ev</span>(<span class="dt">amt =</span> <span class="dv">100</span>)

mod %&gt;%<span class="st"> </span><span class="kw">ev</span>(e) %&gt;%<span class="st"> </span><span class="kw">mrgsim</span>()</code></pre></div>
<p><blk>As argument</blk></p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod %&gt;%<span class="st"> </span><span class="kw">mrgsim</span>(<span class="dt">events =</span> e)</code></pre></div>
</div>
<div id="what-to-include-in-ev..." class="slide section level1">
<h1>What to include in <code>ev(...)</code></h1>
<ul>
<li><grn>time</grn> event time</li>
<li><grn>cmt</grn> Event compartment</li>
<li><grn>amt</grn> Dose amount</li>
<li><grn>ii</grn> Inter-dose interval</li>
<li><grn>addl</grn> Additional doses to administer</li>
<li><grn>rate</grn> Infusion rate</li>
<li><grn>ss</grn> Set to 1 to advance to steady state</li>
<li><grn>evid</grn> Event id</li>
<li><grn>ID</grn> Subject ID (use multiple ids - ID=1:10)</li>
</ul>
</div>
<div id="interventions-and-corresponding-evid" class="slide section level1">
<h1>Interventions and corresponding <code>evid</code></h1>
<ul>
<li><grn>Bolus</grn> dosing (<code>evid</code> 1, with <code>rate</code>==0)</li>
<li>Zero order <grn>infusion</grn> (<code>evid</code> 1, with <code>rate</code> &gt; 0)</li>
<li><grn>Other</grn> type event (<code>evid</code> 2)
<ul>
<li>This also forces solver reset</li>
</ul></li>
<li>Compartment <grn>reset</grn> (<code>evid</code> 3)</li>
<li><grn>Reset</grn> and dose (<code>evid</code> 4)</li>
<li><grn>Replace</grn> the amount in a specific compartment (<code>evid</code> 8)</li>
</ul>
</div>
<div id="create-complex-events---1" class="slide section level1">
<h1>Create complex events - 1</h1>
<p>What’s going to happen?</p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">e1 &lt;-<span class="st"> </span><span class="kw">ev</span>(<span class="dt">amt =</span> <span class="dv">200</span>)

e2 &lt;-<span class="st"> </span><span class="kw">ev</span>(<span class="dt">amt =</span> <span class="dv">100</span>, <span class="dt">time =</span> <span class="dv">24</span>, <span class="dt">ii =</span> <span class="dv">24</span>, <span class="dt">addl =</span> <span class="dv">4</span>)

<span class="kw">c</span>(e1, e2)</code></pre></div>
</div>
<div id="create-complex-events---1-1" class="slide section level1">
<h1>Create complex events - 1</h1>
<p>What’s going to happen?</p>
<p><img 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" width="864" /></p>
</div>
<div id="create-complex-events---1-2" class="slide section level1">
<h1>Create complex events - 1</h1>
<p>Combine two events</p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">e1 &lt;-<span class="st"> </span><span class="kw">ev</span>(<span class="dt">amt =</span> <span class="dv">200</span>)

e2 &lt;-<span class="st"> </span><span class="kw">ev</span>(<span class="dt">amt =</span> <span class="dv">100</span>, <span class="dt">time =</span> <span class="dv">24</span>, <span class="dt">ii =</span> <span class="dv">24</span>, <span class="dt">addl =</span> <span class="dv">4</span>)

<span class="kw">c</span>(e1, e2)</code></pre></div>
<pre><code>. Events:
.   time cmt amt evid ii addl
. 1    0   1 200    1  0    0
. 2   24   1 100    1 24    4</code></pre>
</div>
<div id="create-complex-events---2" class="slide section level1">
<h1>Create complex events - 2</h1>
<p>What’s going to happen?</p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">e1 &lt;-<span class="st"> </span><span class="kw">ev</span>(<span class="dt">amt =</span> <span class="dv">200</span>, <span class="dt">ii =</span> <span class="dv">12</span>, <span class="dt">addl =</span> <span class="dv">2</span>)

e2 &lt;-<span class="st"> </span><span class="kw">ev</span>(<span class="dt">amt =</span> <span class="dv">100</span>, <span class="dt">ii =</span> <span class="dv">24</span>, <span class="dt">addl =</span> <span class="dv">4</span>)

<span class="kw">seq</span>(e1, e2)</code></pre></div>
</div>
<div id="create-complex-events---2-1" class="slide section level1">
<h1>Create complex events - 2</h1>
<p>What’s going to happen?</p>
<p><img 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" width="864" /></p>
</div>
<div id="create-complex-events---2-2" class="slide section level1">
<h1>Create complex events - 2</h1>
<p>Put two events in a sequence</p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">e1 &lt;-<span class="st"> </span><span class="kw">ev</span>(<span class="dt">amt =</span> <span class="dv">200</span>, <span class="dt">ii =</span> <span class="dv">12</span>, <span class="dt">addl =</span> <span class="dv">2</span>)

e2 &lt;-<span class="st"> </span><span class="kw">ev</span>(<span class="dt">amt =</span> <span class="dv">100</span>, <span class="dt">ii =</span> <span class="dv">24</span>, <span class="dt">addl =</span> <span class="dv">4</span>)

<span class="kw">seq</span>(e1, e2)</code></pre></div>
<pre><code>. Events:
.   time cmt amt ii addl evid
. 1    0   1 200 12    2    1
. 2   36   1 100 24    4    1</code></pre>
</div>
<div id="create-complex-events---3" class="slide section level1">
<h1>Create complex events - 3</h1>
<p>What is going to happen?</p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">e1 &lt;-<span class="st"> </span><span class="kw">ev</span>(<span class="dt">amt =</span> <span class="dv">200</span>)

e2 &lt;-<span class="st"> </span><span class="kw">ev</span>(<span class="dt">amt =</span> <span class="dv">100</span>, <span class="dt">ii =</span> <span class="dv">24</span>, <span class="dt">addl =</span> <span class="dv">4</span>)

<span class="kw">seq</span>(e1, <span class="dt">wait =</span> <span class="dv">36</span>, e2)</code></pre></div>
</div>
<div id="create-complex-events---3-1" class="slide section level1">
<h1>Create complex events - 3</h1>
<p>What is going to happen?</p>
<p><img src="data:image/png;base64,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" width="864" /></p>
</div>
<div id="create-complex-events---3-2" class="slide section level1">
<h1>Create complex events - 3</h1>
<p>Wait before starting the next part of the regimen</p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">e1 &lt;-<span class="st"> </span><span class="kw">ev</span>(<span class="dt">amt =</span> <span class="dv">200</span>)

e2 &lt;-<span class="st"> </span><span class="kw">ev</span>(<span class="dt">amt =</span> <span class="dv">100</span>, <span class="dt">ii =</span> <span class="dv">24</span>, <span class="dt">addl =</span> <span class="dv">4</span>)

<span class="kw">seq</span>(e1, <span class="dt">wait =</span> <span class="dv">36</span>, e2)</code></pre></div>
<pre><code>. Events:
.   time cmt amt evid ii addl
. 1    0   1 200    1  0    0
. 2   36   1 100    1 24    4</code></pre>
</div>
<div id="your-turn-1" class="slide section level1">
<h1><red>Your turn</red></h1>
<ul>
<li><p>File name: <grn>workbook.Rmd</grn></p></li>
<li><p>Section name: <blu>Z-Pak</blu></p></li>
</ul>
</div>
<div id="event-objects-are-just-data-frames" class="slide section level1">
<h1>Event objects are just data frames</h1>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">as.data.frame</span>(e1)</code></pre></div>
<pre><code>.   time cmt amt evid
. 1    0   1 200    1</code></pre>
<ul>
<li><p>We will use a <blk>data_set</blk> later on for populations</p></li>
<li>Event objects are convenient</li>
<li>Constructor</li>
<li><p>Operations</p></li>
</ul>
</div>
<div id="were-stil-working-on-this-setup" class="slide section level1">
<h1>We’re stil working on this setup</h1>
<hr>
<p><red>model</red> <code>%&gt;%</code> <blu>intervention</blu> <code>%&gt;%</code> <grn>Go!</grn> <code>%&gt;%</code> <orng>take-a-look</orng></p>
<hr>
<p><red>model</red>:</p>
<ul>
<li>Load a model with <code>mread</code> or <code>mread_cache</code></li>
<li>Use the internal library with <code>mread(&quot;&lt;model-name&gt;&quot;, modlib())</code></li>
<li>Check model parameters with <code>param(mod)</code></li>
<li>Check model initial conditions with <code>init(mod)</code></li>
<li>View model code with <code>see(mod)</code></li>
</ul>
<p><blu>intervention</blu>:</p>
<ul>
<li><code>ev(...</code>): <code>amt</code>, <code>cmt</code>, <code>time</code>, <code>ii</code>, <code>addl</code>, <code>rate</code></li>
<li>Different ways to combine event objects</li>
</ul>
</div>
<div id="simulate" class="slide section level1">
<h1>Simulate</h1>
<hr>
<p><code>model %&gt;% intervention %&gt;%</code> <grn>Go!</grn></p>
<hr>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod %&gt;%<span class="st"> </span><span class="kw">ev</span>(e) %&gt;%<span class="st"> </span><span class="kw">mrgsim</span>()</code></pre></div>
<pre><code>. Model:  effect.cpp
. Dim:    363 x 8
. Time:   0 to 36
. ID:     1
.      ID time   GUT  CENT PERIPH     CE EFFECT     CP
. [1,]  1  0.0   0.0  0.00 0.0000 0.0000  157.0  0.000
. [2,]  1  0.0 200.0  0.00 0.0000 0.0000  157.0  0.000
. [3,]  1  0.1 182.4 16.89 0.3103 0.4449  154.5  6.921
. [4,]  1  0.2 166.4 31.00 1.1634 1.6096  149.7 12.707
. [5,]  1  0.3 151.8 42.71 2.4543 3.2764  145.1 17.503
. [6,]  1  0.4 138.4 52.31 4.0926 5.2711  141.6 21.439
. [7,]  1  0.5 126.3 60.09 6.0002 7.4555  139.0 24.627
. [8,]  1  0.6 115.2 66.29 8.1106 9.7214  137.2 27.169</code></pre>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">mrgsim</span>(mod, <span class="dt">events =</span> e)</code></pre></div>
</div>
<div id="deal-with-output" class="slide section level1">
<h1>Deal with output</h1>
<hr>
<p><code>model %&gt;% intervention %&gt;% Go! %&gt;%</code> <orng>take-a-look</orng></p>
<hr>
</div>
<div id="plot" class="slide section level1">
<h1>Plot</h1>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod %&gt;%<span class="st"> </span><span class="kw">ev</span>(<span class="dt">amt =</span> <span class="dv">100</span>) %&gt;%<span class="st"> </span><span class="kw">mrgsim</span>() %&gt;%<span class="st"> </span><span class="kw">plot</span>()</code></pre></div>
<p><img 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" width="864" /></p>
</div>
<div id="plot-1" class="slide section level1">
<h1>Plot</h1>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod %&gt;%<span class="st"> </span><span class="kw">ev</span>(<span class="dt">amt =</span> <span class="dv">100</span>) %&gt;%<span class="st"> </span><span class="kw">mrgsim</span>() %&gt;%<span class="st"> </span>
<span class="st">  </span><span class="kw">plot</span>(CP +<span class="st"> </span>EFFECT~., <span class="dt">col =</span> <span class="st">&quot;firebrick&quot;</span>)</code></pre></div>
<p><img src="data:image/png;base64,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" width="864" /></p>
</div>
<div id="pipeline-to-dplyr-functions" class="slide section level1">
<h1>Pipeline to dplyr functions</h1>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod %&gt;%<span class="st"> </span><span class="kw">mrgsim</span>() %&gt;%<span class="st"> </span><span class="kw">mutate</span>(<span class="dt">arm =</span> <span class="dv">1</span>)</code></pre></div>
<pre><code>. # A tibble: 361 x 9
.       ID  time   GUT  CENT PERIPH    CE EFFECT    CP   arm
.    &lt;dbl&gt; &lt;dbl&gt; &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt; &lt;dbl&gt;
.  1  1.00 0         0     0      0     0    157     0  1.00
.  2  1.00 0.100     0     0      0     0    157     0  1.00
.  3  1.00 0.200     0     0      0     0    157     0  1.00
.  4  1.00 0.300     0     0      0     0    157     0  1.00
.  5  1.00 0.400     0     0      0     0    157     0  1.00
.  6  1.00 0.500     0     0      0     0    157     0  1.00
.  7  1.00 0.600     0     0      0     0    157     0  1.00
.  8  1.00 0.700     0     0      0     0    157     0  1.00
.  9  1.00 0.800     0     0      0     0    157     0  1.00
. 10  1.00 0.900     0     0      0     0    157     0  1.00
. # ... with 351 more rows</code></pre>
</div>
<div id="what-would-you-like-to-fix-in-this-plot" class="slide section level1">
<h1>What would you like to “fix” in this plot?</h1>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod %&gt;%<span class="st"> </span><span class="kw">ev</span>(<span class="dt">amt =</span> <span class="dv">100</span>) %&gt;%<span class="st"> </span><span class="kw">mrgsim</span>() %&gt;%<span class="st"> </span><span class="kw">plot</span>(CP~time)</code></pre></div>
<p><img 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" width="864" /></p>
</div>
<div id="simulation-end-time" class="slide section level1">
<h1>Simulation end time</h1>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod %&gt;%<span class="st"> </span><span class="kw">ev</span>(<span class="dt">amt =</span> <span class="dv">100</span>) %&gt;%<span class="st"> </span><span class="kw">mrgsim</span>(<span class="dt">end =</span> <span class="dv">48</span>) %&gt;%<span class="st"> </span><span class="kw">plot</span>(CP~time)</code></pre></div>
<p><img 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FkH7Myv3ChPS/pk+mT6RAas1OcEzfUtsNtLprFPnp70yfTJ9IkMWKnPCZpvvy7Yxj55etIn0yfTJzJgpT4naMYBO/9r98nTkz6ZPpk+kQErtTlBM36CeMEXb5OnKX0yfTJ9IgNWanOC5tyv8796mzxN6ZPpk+kTGbBSmxM0/4Cd8+Xb5GlKn0yfTJ/IgJXanKB5B+zcL98mT1P6ZPpk+kQGrNTlBM36LbDzv36XPF3pk+mT6RMZsFKXEzTzfp37AF3ydKVPpk+mT2TASl1O0CIDdvojdMnTlT6ZPpk+kQErdTlBsw/YeY/QJU9X+mT6ZPpEBqzU5ATN/S2wcx+iSZ629Mn0yfSJDFipyQmaf7/Oe4wmedrSJ9Mn0ycyYKUmJ8iAjUmfTJ9Mn8iAlXqcoAU+QTzvQXrk6UufTJ9Mn8iAlXqcoCX266xH6ZGnL30yfTJ9IgNW6nGClhuwEx+mR56+9Mn0yfSJDFipxwlaZsDOeJgeefrSJ9Mn0ycyYKUWJ2iRb4Gd9Tgt8jSmT6ZPpk9kwEotTtBC+3XGA7XI05g+mT6ZPpEBK7U4QYsO2EmP1CJPY/pk+mT6RAas1OIELTZgJz9SizyN6ZPpk+kTGbBShxO01LfAznioDnk60yfTJ9MnMmClDidouf06+bE65OlMn0yfTJ/IgJU6nKClB+yEB+uQpzN9Mn0yfSIDVupwgpYcsBMfrEOezvTJ9Mn0iQxYqcEJWvBbYCc/WoM8remT6ZPpExmwUoMTtOh+nfhwDfK0pk+mT6ZPZMBKDU7QCgN29OM1yNOaPpk+mT6RASutf4KW/QTx9rTBXD9Pb/pk+mT6RAastP4JWnq/DNiE9Mn0yfSJDFhp/RO0yoAd+4jr5+lNn0yfTJ/IgJXWP0GLD9gpj7h+nt70yfTJ9IkMWGn1E7T4t8BOesjV8zSnT6ZPpk9kwEqrn6Dl9+uUx1w9T3P6ZPpk+kQGrLT6CVprwI570NXzNKdPpk+mT2TASqufoDUG7PgHXT1Pc/pk+mT6RAastPYJWuFbYKc86tp5utMn0yfTJzJgpbVP0Cr7dfzDrp2nO30yfTJ9IgNWWvsErThgxzzu2nm60yfTJ9MnMmCllU/QOp8g3h49nC6wTJ9Mn0yfyICVGgzYag98xCO7wDJ9Mn0yfSIDVrrWATvykV1gmT6ZPpk+kQErXfWA1Q/tAsv0yfTJ9IkMWGndE7Tat8Buj9xOF1imT6ZPpk9kwErrD1jrx3aBZfpk+mT6RAasdN0DVj64CyzTJ9Mn0ycyYKXrHbCjHtwFlumT6ZPpExmw0qonaM1vgR336C6wTJ9Mn0yfyICVVh+w3g/vAsv0yfTJ9IkMWOnaB6x4fBdYpk+mT6ZPZMBK1zxgRzy+CyzTJ9Mn0ycyYKU1T9C63wI76gm4wDJ9Mn0yfSIDVlp7wNZ79KOegQss0yfTJ9MnMmAlAxafggss0yfTJ9MnMmClFU/Q6p8g3tYb6gLL9Mn0yfSJDFhp5QFb7cFfPYf0JFxgmT6ZPpk+kQErXfmAVU/CBZbpk+mT6RMZsJIBi8/CBZbpk+mT6RMZsNJ6J6jDt8Buqxl1gWX6ZPpk+kQGrLTugK312K/kHXWBZfpk+mT6RAasdPUDlp+HCyzTJ9Mn0ycyYCUDZsAuoE+mT6ZPZMBKq52gJt8CK56ICyzTJ9Mn0ycyYKVVB2ylh95hwM6nT6ZPpk9kwEoGLL4Fc4Fl+mT6ZPpEBqy01glq8wnibdxSF1imT6ZPpk9kwEprDtg6j/xeGFMXWKZPpk+mT2TASgbsNj0ZF1imT6ZPpk9kwEoG7Da9BXOBZfpk+mT6RAastNIJ6vQtsNswpy6wTJ9Mn0yfyICVVhywVR54v4N76gLL9Mn0yfSJDFjJgD0wYOfRJ9Mn0ydqPWDfPt7c3PxePbABW8Sht2AusEyfTJ9Mn6jlgH29263fbm+/3Dz417/zA29zwJp9C+z24KK6wDJ9Mn0yfaKOA/b5Ybd+/b8fb/58+G+//n3RM7vUegO2xuMedmBSXWCZPpk+mT5RwwH7evPLX48r9ufDf/+SP0U0YEsxYOfQJ9Mn0ydqOGCfH4brx6fnd17f/4hvwQzYUva/BXOBZfpk+mT6RP0G7Psfj9/0+nL/bbB7Pz7tfBfsZsc/G/QwFms/iV0dnxNAZckBe3zD9fXqB2zt5/BOyycFUFj+Hdjtt/+84o8QG36CeOAzRB9xZPpk+mT6RP0+Qrz9vPNDGy+fJR544C0OWL8fon9gwE6nT6ZPpk/UcMC+fXy9WD8+PfxQYnjgrQ7Y8o9a2rerLrBMn0yfTJ+o4YDd/znml+96fbkp9suALcmAnUyfTJ9Mn6jjgN2963r5rtfX4o8xG7BF7XkL5gLL9Mn0yfSJWg7YSbY4YE2/BXa7b1ldYJk+mT6ZPpEBK600YIs/6FHeT6sLLNMn0yfTJzJgJQP2mgE7kT6ZPpk+kQErGbDX3r0Fc4Fl+mT6ZPpEBqy0/Anq+y2w2/fj6gLL9Mn0yfSJDFhpnQFb+jGPtruuLrBMn0yfTJ/IgJUM2FsG7CT6ZPpk+kQGrLT4CWr9CeK7p+cCy/TJ9Mn0iQxYaZUBW/ghT2LATqFPpk+mT2TASgZshwE7hT6ZPpk+kQErGbAdbz9DdIFl+mT6ZPpEBqy09Alq/i2w252FdYFl+mT6ZPpEBqy0xoAt+4inejOxLrBMn0yfTJ/IgJUM2DsG7Hj6ZPpk+kQGrGTA3nn9FswFlumT6ZPpExmw0sInqP+3wG7fjKwLLNMn0yfTJzJgpRUGbNEHPMerlXWBZfpk+mT6RAasZMD2MGDH0ifTJ9MnMmAlA7bHz7dgLrBMn0yfTJ/IgJWWPUFDfAvs9tXOusAyfTJ9Mn0iA1ZafsCWfLxzvQytCyzTJ9Mn0ycyYCUDtpcBO44+mT6ZPpEBKy16gkb5BPHnM3WBZfpk+mT6RAastPiALfhwlzBgR9En0yfTJzJgJQO239NbMBdYpk+mT6ZPZMBKBuwAA3YMfTJ9Mn0iA1Za8gSN8y2wWwN2HH0yfTJ9IgNWWnrAlnu0Cz2urQss0yfTJ9MnMmAlA3aIATuCPpk+mT6RASsZsEMe3oK5wDJ9Mn0yfSIDVlrwBA31LbDbx+frAsv0yfTJ9IkMWGnhAVvswSbw+BZs7WfRmxtQpk+mT2TASgbsMANWcgPK9Mn0iQxYabkTNNoniCM+48W5AWX6ZPpEBqy07IAt9VgTGfApL8wNKNMn0ycyYCUDFngLVnEDyvTJ9IkMWMmAJSM+50W5AWX6ZPpEBqy02Aka8t3MkE96SW5AmT6ZPpEBKy06YAs91ITGfNbLcQPK9Mn0iQxYyYBF3oJlbkCZPpk+kQErGbDonzGf9mLcgDJ9Mn0iA1Za6gQN+lbGgGVuQJk+mT6RASstOWDLPNKk/hl0eJfiBpTpk+kTGbCSAYv+8RYscgPK9Mn0iQxYyYBF/3gLFrkBZfpk+kQGrLTQCRp1Bu7yDPrMl+EGlOmT6RMZsNKCA7bIA03sacCGfO5LcAPK9Mn0iQxYyYBF93lGfe5LcAPK9Mn0iQxYaZkTNOy7mOcBG/LJL8ANKNMn0ycyYKXlBmyJx5ncQ55hn/383IAyfTJ9IgNWMmDRy4CN+fRn5waU6ZPpExmwkgGLHvMM+/Rn5waU6ZPpExmw0iInaNy3MD8HbMznPzc3oEyfTJ/IgJUWG7AFHmYGT3nGfQEzcwPK9Mn0iQxYyYBFrwZs0FcwLzegTJ9Mn8iAlQxY9Jxn3FcwLzegTJ9Mn8iAlZY4QQO/f3k9YIO+hFm5AWX6ZPpEBqy01IDN/yizeMkz8GuYkxtQpk+mT2TASgYsMmCZG1CmT6ZPZMBKC5ygkT9+ezNgo76IGbkBZfpk+kQGrLTQgM3+IDP5mWfkVzEfN6BMn0yfyICVDFj0dsCGfRmzcQPK9Mn0iQxYyYBFr/KM/DJm4waU6ZPpExmw0vwnaOi3LjsDNuzrmIsbUKZPpk9kwErLDNjcjzGb13mGfiEzcQPK9Mn0iQxYyYBFuwM27iuZhxtQpk+mT2TASgYsepNn6FcyDzegTJ9Mn8iAlWY/QWO/b3k3YOO+lFm4AWX6ZPpEBqy0yIDN/BAzeptn7NcyBzegTJ9Mn8iAlQxY9H7ABn4xM3ADyvTJ9IkMWMmARTt5xn4xM3ADyvTJ9IkMWGnuEzT4m5Y9Azbwq5meG1CmT6ZPZMBKSwzYvI8wq908g7+cybkBZfpk+kQGrGTAIgOWuQFl+mT6RMsM2Pc/bm5++ev2y69/H/dopxh9wEb/zG3fgI38eqbmBpTpk+kTLTFg9/N18zBgNzd/HvvEjraFAZv1AWb2Ls/oL2hibkCZPpk+0QID9rhf9wP2+WaGBTNg69o7YEO/omm5AWX6ZPpE8w/Yj083N7/+/e3j3YDdL9i//n3Cs5vkmV3KgEXv84z+iqblBpTpk+kTzT9gX29ufr+9fRyw+w8Rfz/+yR1l8AEb/v3K/gEb+iVNyg0o0yfTJ5p/wD7f3P/oxtOA3b0dm/oHOTYwYHN+/dntyTP8a5qSG1CmT6ZPNPuA3U3W/XuupwG7ews29WeIBmxdBwZs7Bc1ITegTJ9Mn2j2Afv+x8PPbTwP2FcD9tbw9/p9eYZ/URNyA8r0yfSJDFhp1hM0/puVQwM29quajhtQpk+mT7T0R4iffQ/sjfHv9HvzjP+yJuMGlOmT6RMt8UMc9++5ngbs7v3Yb8c/uaMYsHUdHLDBX9dU3IAyfTJ9okV+jP635wG7/zNhU/9J5qEHbAM3+v15xn9dU3EDyvTJ9IkW+E0cD396+WHAvtzcTP4J4vgDNt9XX8ThARv9lU3DDSjTJ9MnWu5XST2a/BdxGLCVHcizgVc2DTegTJ9Mn2iJX+Z7/8HhbPtlwFYWBmz0lzYJN6BMn0yfaJm/TuVpwmaYr7EHbAt3+UN5NvDSJuEGlOmT6RP5Cy1LMw/YbF98IQYscwPK9Mn0iQxYyYBFacCGf3ETcAPK9Mn0iQxYyYBFB/Ns4cVNwA0o0yfTJ1riV0m95VdJvdjEm5Q4YMO/usu5AWX6ZPpEBqw074DN9bUXczjPJl7exdyAMn0yfSIDVjJgUR6w8V/fpdyAMn0yfaJFvwc2w19nacDWFvJs4vVdyg0o0yfTJ1r4hzi++FVSP23jHUoxYOO/wAu5AWX6ZPpECw/Y3Xswv8z32TZu7ynPNl7hZdyAMn0yfaKlf4x++rdgBmxd1YBt4CVexA0o0yfTJ1p+wPwQx5ON3N1jnm28xIu4AWX6ZPpEBqw054DN85UXVQ7YFl7kBdyAMn0yfaKFB+z7Hz5CfLaRe3vOs5EXeQE3oEyfTJ9o2QG7/0Nhvx33gEczYOuqB2wLr/J8bkCZPpk+0eJ/kPmXv054dpM8s0vNdIK2cmsv8mzkVZ7PDSjTJ9MnWnzAfj/l2U3yzC4144DN8oUXZsAyN6BMn0yfaOEB8zcyv9jKnf2IAdvE6zyXG1CmT6ZP5K9TKRmwqMqzldd5LjegTJ9Mn8iAleY5QZt5Z3LMgG3ihZ7JDSjTJ9MnMmCl+QZsjq+7uDLPZl7pedyAMn0yfSIDVjJg0VEDto2XehY3oEyfTJ9oxgF79zeB+fvAftrOXb3Os5mXehY3oEyfTJ/IgJVmG7AZvuwKjhuwjbzYM7gBZfpk+kQGrGTAoiPybOfFnsENKNMn0yfyPbCSAYuOHLCNvNrTuQFl+mT6RAasNMcJ2tAt/Zg823m1p3MDyvTJ9IkMWGmuAZv+q67i2AHbyus9lRtQpk+mT7T4gH3/b74HdnUDtqXXeyo3oEyfTJ9oiQH76oc4dm3ohn70gG3lBZ/IDSjTJ9MnWmDAPvspxF1bup8fl2dDL/hEbkCZPpk+0fwD9u3j2wH784RnN8kzu9RMAzb5F13J8QO2mZd8EjegTJ9Mn2j+Afv88Jcwf3n4m5g/T79fBmxlR+bZ0ks+iRtQpk+mTzT7gP34dPPr3/ffB3v46PDL9H8jmAFblwHL3IAyfTJ9oiX+Qsv7v4T528df/rp9mDMfIW7r87QTBmwzr/kUbkCZPpk+0RID9ufP//X0UeKUBh2wqb/mao7Ns6kXfQI3oEyfTJ9oqQG7e+t1/0bs7p3Y/QeKUzJg6zplwLbzqo/nBpTpk+kTLTVgt58f33p9++jH6Ld1Kz86z6Ze9fHcgCKXy44AACAASURBVDJ9Mn2iJX6I4+Gt15eHn+V4/mGOCY05YBN/yRWdNGAbet3HcgPK9Mn0ieb/MfqnHzz8evPwUxxPOzYhA7au4/Ns63Ufyw0o0yfTJ1rkDzLfT9fd/7qbrq83fohjYzfy0wZsQy/8SG5AmT6ZPtFCv0rq95+/Uerqf4x+Y/fxE/Js64UfyQ0o0yfTJ1pgwH58elitp7+geeo3YGMO2LRfcVUnDtiWXvpR3IAyfTJ9okX+OpWvD9/+en4rNjEDtq5T8mzspR/FDSjTJ9Mn8hdalgxYdOqAbem1H8MNKNMn0ydqOWAPnza+vFcrfvJ+tAHb2k38pDwbe+3HcAPK9Mn0iRb4g8wnf2r45fGnPR4/d9zkgE36BVd28oBt6tXX3IAyfTJ9oiV+E8eJP3n47eP9u6+nH/24NWDNnZZna6++5gaU6ZPpEy0zYDcvb6eO8Pnp08MvTwtmwFozYJkbUKZPpk+0wPfAnv9K5iN/h9SPT8//4NfHb4Rta8A29yHa6QO2qZdfcgPK9Mn0iZb5IY6vT3+I+ZhfI/X9j5d/6uvDe7B3A3az45+R3N/A134Oa7r21w8s7+KfQnz6yYz6DzK/GrDHX6BowLbkw7UHABY3xY/Rfznqk8Qfn159v+z+NwFv6iPE7X2EdmqezQUo+Ago0yfTJ1r4z4F9PeJbYZ9f/7qOzze//p+tDdiEX66BcwZsYwkiN6BMn0yfaMkB+3zcz3I8/hj9k/ufpjdgnZ2cZ3sJIjegTJ9Mn2ixAXv+ZfRH/LHmr6//sfsFM2CNnTVgG2uQuAFl+mT6RMsM2NE/wfHobrRe/dHnbx+3M2AbvHmfnmd7DRI3oEyfTJ9ogQF7Xq+p/yrm5wcebcCm+2otnDdgW6twmBtQpk+mT7TUb+I48k8xn8GAreuMPBuscJgbUKZPpk+0yICd8HukTmfA1nXmgG0tw0FuQJk+mT7RAgN20m/yPd1IA7bFO/c5eTaY4SA3oEyfTJ+o5d8HdpLRBmyyL9bEuQO2uRAHuAFl+mT6RAasZMCis/JsMcQBbkCZPpk+kQErTXeCNvnG4+wB21yJ/dyAMn0yfSIDVpp2wKb6Wm2cl2eTKfZyA8r0yfSJDFjJgEUGLHMDyvTJ9IkMWMmARecP2PZa7OMGlOmT6RMZsNJkJ2ibN+0z82yyxT5uQJk+mT6RAStNOmATfalGLhiwDdZ4zw0o0yfTJzJgJQMWnZtnmzXecwPK9Mn0iQxYyYBFlwzYBnO84waU6ZPpExmw0lQnaKN37LPzbLTHLjegTJ9Mn8iAlaYcsGm+UiuXDdgWi7zlBpTpk+kTGbCSAYvOz3MdC+YGlOmT6RMZsJIBiy7I8+EaJswNKNMn0ycyYKWJTtBW79WX5LmGBXMDyvTJ9IkMWGnCAZvkCzVzUZ4rWDA3oEyfTJ/IgJUMWHRhns0vmBtQpk+mT2TAStOcoM3epy/Ns/U3YW5AmT6ZPpEBK003YFN8nXYuzrPxBXMDyvTJ9IkMWMmARZfn2faCuQFl+mT6RAasZMCiKfJsecLcgDJ9Mn0iA1aa5AS5QUcbXjA3oEyfTJ/IgJUmu0NP8GUamvBnXDaZyA0o0yfTJzJgJQMWTfq7jjfYyA0o0yfTJzJgJQMWTfsXVm+vkhtQpk+mT2TASpP9lMLlX6aj6S6wbS6YG1CmT6ZPZMBKUw3Y5V+lpQkvsE0umBtQpk+mT2TASgYsmvQC2+CEuQFl+mT6RAasNMEJ2txd+ZVpL7DtLZgbUKZPpk9kwEoTDdgEz6SliS+wzS2YG1CmT6ZPZMBKBiya/ALb2IK5AWX6ZPpEBqxkwKLpL7BtvQlzA8r0yfSJDFhpot9WO8VT6WiGC2xTC+YGlOmT6RMZsNI0AzbFM2lpjgtsSwvmBpTpk+kTGbCSAYvmucC2M2FuQJk+mT6RASsZsGimC2wzC+YGlOmT6RMZsNI0f+XwJE+lo7kusK0smBtQpk+mT2TASpMM2CTPpKX5LrBtTJgbUKZPpk9kwEoGLJrxAtvEgrkBZfpk+kQGrGTAojkvsC0smBtQpk+mT2TASpeeoPHvwdG8F9j4C+YGlOmT6RMZsNIUAzbNM2lp5gts+DdhbkCZPpk+kQErGbBo7gts9AVzA8r0yfSJDFjpwhM09u23NvsFNviCuQFl+mT6RAasNMGATfRMWlrgAht6wtyAMn0yfSIDVjJg0RIX2MgL5gaU6ZPpExmwkgGLFrnABl4wN6BMn0yfyICVLjtBw954j7XQBTbsgrkBZfpk+kQGrHT5gE31TFpa6gIb9U2YG1CmT6ZPZMBKBixa7AIbdMHcgDJ9Mn0iA1YyYNFyF9iYC+YGlOmT6RMZsNJFJ2jEW+5plrzARpwwN6BMn0yfyICVLh6wyZ5JS4teYAMumBtQpk+mT2TASgYsWvYCG2/B3IAyfTJ9IgNWuuQEjXa3PcPSF9hoC+YGlOmT6RMZsNKlAzbdM2lp8QtssDdhbkCZPpk+kQErGbBo+QtsrAVzA8r0yfSJDFjJgEUrXGBDLZgbUKZPpk9kwEoXnKCB7rNnW+UCG2jC3IAyfTJ9IgNWunDAJnwmLa1zgY2zYG5AmT6ZPpEBKxmwaKULbJgFcwPK9Mn0iQxYyYBFq11ggyyYG1CmT6ZPZMBK55+gMe6wF1rvAhvjTZgbUKZPpk9kwEqXDdiUz6SlFS+wIRbMDSjTJ9MnMmAlAxateYGNsGBuQJk+mT6RASsZsGjdC6z/hLkBZfpk+kQGrHT2Cep+a53GyhdY+wVzA8r0yfSJDFjpogGb9Jm0tPYF1n3B1u7TnT6ZPpEBKxmwaP0LrPeErd+nN30yfSIDVjr3BHW+q06owQXWesEa9GlNn0yfyICVLhmwaZ9JSx0usM4L1qFPZ/pk+kQGrGTAoh4XWN8F69GnL30yfSIDVjJgUZMLrO2bsCZ92tIn0ycyYKUzT1DT++nkulxgXResS5+u9Mn0iQxY6YIBm/iZtNTmAmu6YG36NKVPpk9kwEoGLGp0gbWcsEZ9WtIn0ycyYCUDFnW6wDouWKc+HemT6RMZsNJ5J6jfnXQmrS6whgvWqk9D+mT6RAasdP6ATf1MWmp2gbVbsGZ92tEn0ycyYCUDFnW7wLq9CevWpxt9Mn0iA1Y66wT1uonOqd0F1mzB2vVpRp9Mn8iAlc4esMmfSUv9LrBeC9avTy/6ZPpEBqxkwKKOF1inCevYpxN9Mn0iA1YyYFHLC6zRgrXs04g+mT6RASudc4La3D7n1/MC67NgPfv0oU+mT2TASucO2PTPpKWuF1iXBevapwt9Mn0iA1YyYFHbC6zJm7C2fZrQJ9MnMmAlAxb1vcB6LFjfPj3ok+kTGbDSGSeow41zKY0vsBYL1rhPC/pk+kQGrHTmgM3wTFpqfYE1mLDWfRrQJ9MnMmAlAxb1vsDWX7DefdanT6ZPZMBKBixqfoGtvmDN+6xOn0yfyICVTj9Ba/9L/6LaX2ArT1j7PivTJ9MnMmCl8wZsjmfSUv8LbN0F699nXfpk+kQGrGTAogEusFUXbIA+q9In0ycyYKWTT9BVfYI4xgW24oIN0WdF+mT6RAasdNaAzfJMWhrjAlvvTdgYfdajT6ZPZMBKBiwa5AJbbcEG6bMafTJ9IgNWMmDRKBfYWgs2Sp+16JPpExmw0qkn6Lq+BTbQBbbOhI3TZx36ZPpEBqx0zoDN80xaGugCW2XBBuqzCn0yfSIDVjJg0UgX2BoLNlKfNeiT6RMZsJIBi8a6wJZfsLH6LE+fTJ/IgJVOPEFX9i2w0S6wxd+EDdZncfpk+kQGrHTGgM30TFoa7QJbesFG67M0fTJ9IgNWMmDRcBfYwgs2XJ+F6ZPpExmw0mkn6No+QRzxAlt0wgbssyh9Mn0iA1Y6fcDmeiYtjXiBLblgI/ZZkj6ZPpEBKxmwaMgLbMEFG7LPgvTJ9IkMWMmARYNeYIst2KB9FqNPpk9kwEonnaCr+xbYsBfYUm/CRu2zFH0yfSIDVjp5wGZ7Ji0Ne4EttGDD9lmIPpk+kQErGbBo3AtsmQUbt88y9Mn0iQxYyYBFI19gS0zYyH2WoE+mT2TASqecoOv7FtjYF9gCCzZ0nwXok+kTGbDSqQM23zNpaewLbP4FG7vP/PTJ9IkMWMmARaNfYHMv2Oh95qZPpk9kwEoGLBr+Apv5TdjwfWamT6ZPZMBKJ5ygK/wW2AYusHkXbPw+89In0ycyYKUTB2zGZ9LSBi6wWRdsA31mpU+mT2TASgYs2sQFNuOEbaLPjPTJ9IkMWOn4E3SNnyBu5AKbb8G20Wc++mT6RAasdNqAzflMWtrIBTbbgm2kz2z0yfSJDFjJgEWbucBmmrDN9JmJPpk+kQErGbBoOxfYPAu2nT7z0CfTJzJgpaNP0FV+C2xLF9gsC7ahPrPQJ9MnMmClkwZs1mfS0qYusBkWbFN9ZqBPpk9kwEoGLNrWBTb9m7Bt9ZmePpk+kQErGbBoYxfY5Au2sT6T0yfTJzJgpWMTXee3wDZ3gU29YFvrMzV9Mn0iA1Y6ZcDmfSYtbe8Cm3bCttdnWvpk+kQGrGTAog1eYJMu2Ab7TEqfTJ/IgJWOTHSlnyBu8gKbcsG22GdK+mT6RP0G7PsfN7v+9e9LntmlThiwmZ9JS9u8wKZbsG32mY4+mT5RvwG7/VIN2O7/+58W7m94az8HJvP0JmztpwFMYMmPEL99vPktPpQBY3YWDDZj0e+Bff/j5vej/+EmHyFe67fAtvsRx0TfCNtsn4nok+kTNfwI8fb+Pdgvfx37zzYasJmfSE8bvsAmmbAN95mEPpk+Uc8Bu/1y8+vfR/6jBmxdW77ApliwLfeZgj6ZPlHTATuBAVvXpi+wCRZs030moE+mT2TASkclutpvgW39Art4wTbe52L6ZPpEBqx09IDN/Dya2voFdumbsK33uZQ+mT6RASsZsGjzF9iFC7b5PhfSJ9MnMmAlAxZt/wK7bMG23+cy+mT6RAasdEyi6/0W2FVcYB8u2LBr6HMJfTJ9IgNWOnbAZn4aXV3FBfbh/Am7ij4X0CfTJzJgJQMWXccF9uHDuRt2HX3Op0+mT2TASkckuuJPEK/mAjt3wq6lz7n0yfSJDFjpyAGb+Vm0dUUX2FkbdkV9zqJPpk9kwEoGLLqqC+yMCbuqPmfQJ9MnMmAlAxZd2wV26oZdW59T6ZPpExmwUp3omr8FdoUX2GkTdn19TqNPpk9kwErHDdjMT6Kvq7zATtiwq+xzAn0yfSIDVjJg0ZVeYEdP2JX2OZo+mT6RASsZsOh6L7DjNux6+xxHn0yfyICVykRX/S2wq77Ajpmwa+5zDH0yfSIDVjpqwGZ+Do1d+QVWbtiV9ynpk+kTGbCSAYuu/gIrJuzq+xT0yfSJDFipSnTdnyC6wG7zhumT6ZPpExmw0jEDNvNT6MwFdu/whOmT6ZPpExmwkgGLXGBPDmyYPpk+mT6RASsZsMgF9uLDvg3TJ9Mn0ycyYKUi0ZV/C8wF9sb7CdMn0yfTJzJgpSMGbOZn0JoL7K3dt2H6ZPpk+kQGrGTAIhfYO28mTJ9Mn0yfyICVDFjkAtvn1YbpEzk/mT6RASvlRNf+LTAX2AHH/JopnJ+KPpEBK9UDNvMT6M0FdpANO4Lzk+kTGbCSAYtcYIEJKzk/mT6RASsZsMgFltmwzPnJ9IkMWCkmcmNygWX//GPCEucn0ycyYKVywGZ+/OZcYNlDHxt2kPOT6RMZsJIBi1xg2VMfE3aA85PpExmwUkrkhuQCK/zsY8P2cX4yfSIDVqoGbOaH784Flr3uY8Lec34yfSIDVjJgkQss2+ljw3Y4P5k+kQErGbDIBZa962PC3nB+Mn0iA1YKidyFXGCVfX1s2E/OT6ZPZMBKxYDN/OjtucCy/X0+2LAnzk+mT2TASgYscoFlB/uYsAfOT6ZPZMBKBixygWXVJ9DXvmHOT6ZPZMBKhxNd953niQssO+Jv47nqCXN+Mn0iA1bKAzbzg/fnAsvKPle+Yc5Ppk9kwEoGLHKBZUf0ueoJc34yfSIDVsrfhZ/5wftzgWXH9bneDXN+Mn0iA1aKAzbzYw/ABZYd2+daJ8z5yfSJDFjJgEUusOyEPle5Yc5Ppk9kwEoGLHKBZSf1ucIJc34yfSIDVjqU6KpuM4e5wLJT+1zbhjk/mT6RASulAZv5oUfgAstO73NdE+b8ZPpEBqxkwCIXWHZWnyvaMOcn0ycyYCUDFrnAsjP7XM2EOT+ZPpEBKx1IdAX3lqO4wLLz+1zHhjk/mT6RASuFAZv5kYfgAssu6XMNE+b8ZPpEBqxkwCIXWHZhn81vmPOT6RMZsJIBi1xg2cV9Pmx7w5yfTJ/IgJXCX6k78yMPwQWWTdFnyxPm/GT6RAasdHjAZn7gMbjAsmn6bPdtmPOT6RMZsJIBi1xg2WR9Njphzk+mT2TASnsTbe4+cjYXWDZlny1umPOT6RMZsNLBAZv5cQfhAsum7bO9CXN+Mn0iA1YyYJELLJu8z8Y2zPnJ9IkMWMmARS6wbIY+m5ow5yfTJzJgpX2JNnLzmIILLJunz3Y2zPnJ9IkMWOnQgM38sKNwgWVz9dnKhDk/mT6RASsZsMgFls3YZxMb5vxk+kQGrGTAIhdYNmufDUyY85PpExmw0p5EQ98xJuYCy+buM/qGOT+ZPpEBKx0YsJkfdRgusGz+PmNPmPOT6RMZsJIBi1xg2SJ9Bt4w5yfTJzJgpfeJhrxRzMUFli3UZ9gJc34yfSIDVto/YDM/6DhcYNlyfcbcMOcn0ycyYCUDFrnAsiX7fHhjuce9hPOT6RMZsJIBi1xg2cJ9PnwYbMWcn0yfyICV3iUa48awFBdYtnif3Qlrflidn0yfyICV9g7YzI85EBdYtkafPRvW9sg6P5k+kQErGbDIBZat1meQFXN+Mn0iA1YyYJELLFu3z94Va3V6nZ9Mn8iAlXYTtbsFrMsFljXo03rFGvRpTZ/IgJX2DdjMDzkSF1jWpU/XFevSpyt9IgNWMmCRCyxr1afhirXq05A+kQErGbDIBZY17NNqxRr2aUWfyICVdhKt/++svbjAsq59uqxY1z5d6BMZsNKeAZv5EYfiAsta92mwYq37NKBPZMBKBixygWX9+6y7Yv37rEufyICV3ibyCeIOF1g2SJ/VVmyQPqvRJzJgpfcDNvMDjsUFlo3UZ40VG6nPGvSJDFjJgEUusGy4Pguv2HB9FqZPZMBKBixygWVj9lluxcbssxx9IgNWepPIt8B2ucCygfvsXbGpT//AfRahT2TASu8GbObHG4wLLBu9z9wrNnqfuekTGbCSAYtcYNkm+sy4YpvoMyN9IgNWMmCRCyzbTp95Vmw7feahT2TASq8T+RbYOy6wbGt9pl6xrfWZmj6RASvtDtjMDzcaF1i2yT4Trtgm+0xIn8iAlQxY5ALLtttnmhXbbp9p6BMZsNKrRD5BfM8Flm28z8UrtvE+F9MnMmClnQGb+dGG4wLLrqHPJSt2DX0uoU9kwEoGLHKBZVfT58wVu5o+Z9InMmAlAxa5wLLr6nP6il1Xn9PpExmw0s9EvgW2hwssu8I+e1fs0IVzhX1Ook9kwEpvB2zmBxuPCyy71j7Hrti19jmWPpEBKxmwyAWWXXWfI1bsqvscQZ/IgJUMWOQCy/TJK6ZPpk9kwEoviXwLbB8XWKbPo0Mrpk+mT2TASm8GbObHGpALLNPnlVN+uoMHzk9kwEoGLHKBZfrs2v+RoqtrP+cnMmAlAxa5wDJ99jq8YqbsDecnMmCl50QurL1cYJk+hxUr5oq7dX4KBqz0esBmfqgRucAyfbJ/jlmxK54y5ycyYCUDFrnAMn2y3b/swZa95fxEBqz0lOjaLpxjucAyfbK9fUzZC+cnMmClVwM28yMNyQWW6ZMVfa5+ypyfyICVDFjkAsv0yY7uc6VT5vxEBqxkwCIXWKZPdk6fa5oy5ycyYKXHRFu5HibnAsv0yS7rs/0pc34iA1b6OWAzP9CYXGCZPtlUfbY6Zc5PZMBKBixygWX6ZNP32daUOT+RASsZsMgFlumTzdnn6ClrfGk7P5EBKz0kan7KV+QCy/TJlukz7pQ5P5EBK70M2MyPMygXWKZPtnSf0abM+YkMWMmARS6wTJ9svT5jTJnzExmw0n2i1Y9xXy6wTJ+sRZ/GU9aiT18GrPQ8YDM/zKhcYJk+WbM+x78tW2jTmvXpxoCVDFjkAsv0ydr2OX3KZtm0tn16MGAlAxa5wDJ9sgH6XDBll4/aAH3WZMBKd4km/9eqDXGBZfpkQ/WZZMpO27Sh+izPgJWeBmzmRxmWCyzTJxu9z9ybNnqfmRmwkgGLXGCZPtkG+0y7advrMyUDVjJg0QZvQJPSJ7uSPtOO2tqvpg8DVvrnH2cmuJIb0Nn0ya63j02bgAErPQ7YzA8yruu9AR1Hn0yfV2zaqQxYyYBFbkCZPpk+2bSbtrmtM2AlAxa5AWX6ZPpk+/osM2pDbJ0BK/kWWOQGlOmT6ZMd2WfVTTto5ja3bQfs28ebJ79X/+gyAzbzYwzMDSjTJ9MnO7/P2ut1mpnzLDlg3/+4ee1f/77smV3KgEVuQJk+mT7ZIn3WXq975z3zhgN2v1+/vfy3L9WCzT5gF9S9Bm5AmT6ZPlm3Pgas8uXm179f/dcfn/LHiIsM2MwPMbJuF1g3+mT6ZCP3ucoB+/Hpl7/e/B++fXwzaO8e2ICtauQLbAn6ZPpk+kT9Buz7Hzt79ePTzmeINzv+mdf9gM38EADMxoABMKTr/ghx5kcYmo84Mn0yfTJ9on4fIe75IY7fDv6ztwv9jcwcJE+mT6ZPpk/UcMDuf4z+588dfrm52XlHtvvABmxV8mT6ZPpk+kQNB6zdH2R2ghJ5Mn0yfTJ9oo4Ddufry3z9Wf2jBmxd8mT6ZPpk+kRNB+wEBmxd8mT6ZPpk+kQGrOQERfJk+mT6ZPpEBqzkBEXyZPpk+mT6RAas5ARF8mT6ZPpk+kQGrOQERfJk+mT6ZPpEBqzkBEXyZPpk+mT6RAas5ARF8mT6ZPpk+kQGrOQERfJk+mT6ZPpEBqzkBEXyZPpk+mT6RAas5ARF8mT6ZPpk+kQGrOQERfJk+mT6ZPpEBqzkBEXyZPpk+mT6RAas5ARF8mT6ZPpk+kQGrOQERfJk+mT6ZPpEBqzkBEXyZPpk+mT6RAas5ARF8mT6ZPpk+kQGrOQERfJk+mT6ZPpEBqzkBEXyZPpk+mT6RAas5ARF8mT6ZPpk+kQGrOQERfJk+mT6ZPpEBqzkBEXyZPpk+mT6RAas5ARF8mT6ZPpk+kQGrOQERfJk+mT6ZPpEBqzkBEXyZPpk+mT6RAas5ARF8mT6ZPpk+kQGrOQERfJk+mT6ZPpEBqzkBEXyZPpk+mT6RAas5ARF8mT6ZPpk+kQGrOQERfJk+mT6ZPpEBqzkBEXyZPpk+mT6RAas5ARF8mT6ZPpk+kQGrOQERfJk+mT6ZPpEBqzkBEXyZPpk+mT6RAas5ARF8mT6ZPpk+kQGrOQERfJk+mT6ZPpEBqzkBEXyZPpk+mT6RAas5ARF8mT6ZPpk+kQGrOQERfJk+mT6ZPpEWxgwAAiqHVlkrfY9MAAk1Y4sslZrmP0zyrHJk+mT6ZPpE02WZ7uZnaBInkyfTJ9Mn8iAlZygSJ5Mn0yfTJ/IgJWcoEieTJ9Mn0yfyICVnKBInkyfTJ9Mn8iAlZygSJ5Mn0yfTJ/IgJWcoEieTJ9Mn0yfyICVnKBInkyfTJ9Mn8iAlZygSJ5Mn0yfTJ/IgJWcoEieTJ9Mn0yfyICVnKBInkyfTJ9Mn8iAlZygSJ5Mn0yfTJ/IgJWcoEieTJ9Mn0yfyICVnKBInkyfTJ9Mn8iAlZygSJ5Mn0yfTJ/IgAFw3QwYAEMyYAAMyYABMCQDBsCQDBgAQzJgAAzJgAEwJAMGwJAMGABDMmAADMmAATAkAwbAkAwYAEMyYAAMyYABMKStDtjXmzu/rf0sWvp68/vP/6jSW1/eFNFn1+e7IP/69/N/02efLy9J9Hnjx6ebR7/+/fDfp8iz0QH7/Bjq56XGs+9/vAyYSjvu2jz45a+H/6rPjuc+TwdIn32+fXy+Kevz1vPxeRqwSfJsc8C+PFxjdyfpaep5cX+Inu4/Ku24+zfE++l6LqLPjrs+93ebuy5/3v9Xffa5f5vxOGD67Pj28XWJafJscsCe32Tcxflz7efSzF2S5wFTadfXp7dej0X02fXc5/PDHVqfvb48fyymz66vrz8vnCjPJgfs6/Pb0s8+gH7r7l37f/zX04CptOvz078M3v1L9G/6vPf55a3FfSd99vn+x7/++2MPfXZ9+fnd98nybHLAnm9Ed8V8/vza3b/t/H53d348Rirt+vzzmxe/6XPY44Dps8/nmz+fjpE+uz4/fW/58b9Mk2eLA/b4L9D3nj/z4NG3//z79nnAVDro4dMNfQ55LKPPPvefkj0OmD677t6c/u8/nj9gnSrPRgfs6a3qt4+Ozq5XA6bSfg+XlD4HPP0ohz57fP/jLsXLgOnzxsP3359/7nCqPFscsJ8/KO7ovPd8clQ65K7Mr3/rs9/X55+C1mePz/dN3v6Miz7Pvj6dnM9TXl5bHzA/ALRr34Cp9MpdmPt/RdRnr6/Pf05On/e+Pn1zcHfA9Ln3/M2uuzvQn5Pl2fqA+XefXd6BZXddHnLoc9Dn+0L6vPPj00MI78AK94G8AzvMp8+J74FF93/Q++FfCPU56OEb8Pq88+X5xw99Dyy6/ylW3wM77PUPuPgB1l37fgpRpWffPj7/TJQ+hz3dgfR549vHxw7vfwpRnzemPD5bHLDXf8TAb3HZte/Pgan05Od+6RM8FNFnx5ebn/QJpjw+mxwwfwY+eBkwld6526/Xv2pdnzd+furzxW8q2WNnwPR56+fxefhZTb+J4zC/hSx4OUcq7Xr6+cOf/02fN55/jOyxjD4HfPa7mKSj7wAAA0pJREFUEPd6fqv18Ifl/C7ExO+BPuz1v0er9MaXt78TQJ8dd/ecp+/u+G39wc9fGanPa09/z8zzd7/8NvrA38Rz0M8BU+mtl7+u6PnX3eiz4/l3Kbx8+KPPHq9+paY+r319fXH5+8AifxfqIa8GTKU3Xn7VzUsUfXY93HRePvLRZ5+f39TR563Hv5J50uOz1QEDYOMMGABDMmAADMmAATAkAwbAkAwYAEMyYAAMyYABMCQDBsCQDBgAQzJgAAzJgAEwJAMGwJAMGABDMmAADMmAATAkAwbAkAwYAEMyYAAMyYABMCQDBsCQDBgAQzJgAAzJgAEwJAMGwJAMGABDMmAADMmAATAkAwbAkAwYAEMyYAAMyYABMCQDBov6/j/v/+ePTzf/+vfaTwUGZ8BgSZ9vfr//XwYMLmfAYEFfbwwYTMWAwYKeBwy4nAGDBRkwmI4BgwUZMJiOAYPF3M3Xgz+fvwf2/Y+bX/++/XL3f/rlr/t/4Mvj//ftP//noS8HV86AwWL2Dtj/+/T4f/z9/r89+O3xn/728ekf9+MesJcBg8XsHbD/8fR//OV/PS3Z03uul/2yYLCfAYMF7fwY/cN7rpf/8PCf7nfrt8d/4vFzxa8/35MBrxkwWNCeAfv176f/x8//dP8fvj7/9/t/6PE7ZMAbBgwWtGfAHn9G4+dK3f2n+//X55+r5UcXYS8DBgt6P2BP39/a/U+PP5/46NtHnyHCHgYMFnTKgL32MmbACwMGCzp6wF79DKIBg/0MGCzolAEzWpAZMFjQKR8h+tNfkBkwWNDRA3b/x8D8DimIDBgs6OgBu/+1iM9vwfwYPexlwGBBz388uR6whx9DfHgP9vnGH2SGfQwYLOjxhwv/PGLAXn5x4uMv+gXeMWCwoB+fHvfoiAF79ZP09gv2MWCwpIcF++2oAXv668H8Fg44wIABMCQDBsCQDBgAQzJgAAzJgAEwJAMGwJAMGABDMmAADMmAATAkAwbAkAwYAEMyYAAMyYABMCQDBsCQDBgAQzJgAAzJgAEwJAMGwJAMGABDMmAADMmAATAkAwbAkAwYAEMyYAAMyYABMCQDBsCQDBgAQzJgAAzJgAEwJAMGwJAMGABDMmAADOn/A/ju5xdBAg1HAAAAAElFTkSuQmCC" width="864" /></p>
</div>
<div id="simulation-time-step" class="slide section level1">
<h1>Simulation time step</h1>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod %&gt;%<span class="st"> </span><span class="kw">ev</span>(<span class="dt">amt =</span> <span class="dv">100</span>) %&gt;%<span class="st"> </span><span class="kw">mrgsim</span>(<span class="dt">end =</span> <span class="dv">48</span>, <span class="dt">delta =</span> <span class="fl">0.1</span>) %&gt;%<span class="st"> </span><span class="kw">plot</span>(CP~time)</code></pre></div>
<p><img 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Z+mT9MnGbDR40Tf+90YBuxC6dP0afokAzb6esC+5z/FgF0ofZo+TZ9kwEYGLDmwpk/Tp+mTDNjocAO2ywVzYE2fpk/TJxmw0WEGbLdvwRxY06fp0/RJBmxkwJIDa/o0fZo+yYCNDFhyYE2fpk/TJxmwkQFLDqzp0/Rp+iQDNjrggO1xwRxY06fp0/RJBmx0oAHb61swB9b0afo0fZIBGxmw5MCaPk2fpk8yYCMDlhxY06fp0/RJBmxkwJIDa/o0fZo+yYCNDFhyYE2fpk/TJxmw0SEHbIcL5sCaPk2fpk8yYKNDDdhO34I5sKZP06fpkwzY6FGit7yNMmCXSJ+mT9MnGbDRVwP2vf9BBuwS6dP0afokAzYyYMmBNX2aPk2fZMBGBx2w/S2YA2v6NH2aPsmAjQ42YPt8C+bAmj5Nn6ZPMmAjA5YcWNOn6dP0SQZsZMCSA2v6NH2aPsmAjQxYcmBNn6ZP0ycZsNFhB2x3C+bAmj5Nn6ZPMmCjww3YLt+CObCmT9On6ZMM2MiAJQfW9Gn6NH2SARsZsOTAmj5Nn6ZPMmAjA5YcWNOn6dP0SQZsZMCSA2v6NH2aPsmAjQ48YHtbMAfW9Gn6NH2SARsdcMD2+BbMgTV9mj5Nn2TARgYsObCmT9On6ZMM2MiAJQfW9Gn6NH2SARsZsOTAmj5Nn6ZPMmCjQw/YzhbMgTV9mj5Nn2TARoccsB2+BXNgTZ+mT9MnGbDRl4ne/A7KgF0afZo+TZ9kwEZPB+xN/2EG7NLo0/Rp+iQDNjJgyYE1fZo+TZ9kwEYHH7B9LZgDa/o0fZo+yYCNDjpg+3sL5sCaPk2fpk8yYCMDlhxY06fp0/RJBmxkwJIDa/o0fZo+yYCNDFhyYE2fpk/TJxmw0eEHbFcL5sCaPk2fpk8yYKPDDtju3oI5sKZP06fpkwzYyIAlB9b0afo0fZIBGxmw5MCaPk2fpk8yYCMDlhxY06fp0/RJBmx0hAHb04I5sKZP06fpkwzY6MADtre3YA6s6dP0afokAzYyYMmBNX2aPk2fZMBGBiw5sKZP06fpkwzYyIAlB9b0afo0fZIBGx1jwHa0YA6s6dP0afokAzY69IDt7C2YA2v6NH2aPsmAjb5IdJg3TwbskujT9Gn6JAM2ejJgb/8PNGCXRJ+mT9MnGbCRAUsOrOnT9Gn6JAM2OsqA7WfBHFjTp+nT9EkGbHTwAdvXWzAH1vRp+jR9kgEbGbDkwJo+TZ+mTzJgIwOWHFjTp+nT9EkGbGTAkgNr+jR9mj7JgI2OM2C7WTAH1vRp+jR9kgEbHX7AdvUWzIE1fZo+TZ9kwEYGLDmwpk/Tp+mTDNjIgCUH1vRp+jR9kgEbGbDkwJo+TZ+mTzJgoyMN2F4WzIE1fZo+TZ9kwEZHGLA9vQVzYE2fpk/TJxmwkQFLDqzp0/Rp+iQDNjJgyYE1fZo+TZ9kwEbHGrCdLJgDa/o0fZo+yYCNjjFgO3oL5sCaPk2fpk8yYCMDlhxY06fp0/RJBmxkwJIDa/o0fZo+yYCNPic64K9cGbBLoU/Tp+mTDNjo8YAd6D90P9/F4cCaPk2fpk8yYKOjDNh+3oI5sKZP06fpkwzYyIAlB9b0afo0fZIBGxmw5MCaPk2fpk8yYCMDlhxY06fp0/RJBmx0vAHbxYI5sKZP06fpkwzY6DgDtpu3YA6s6dP0afokAzYyYMmBNX2aPk2fZMBGBiw5sKZP06fpkwzY6IgDtocFc2BNn6ZP0ycZsNGRBmwvb8EcWNOn6dP0SQZsZMCSA2v6NH2aPsmAjQxYcmBNn6ZP0ycZsJEBSw6s6dP0afqkjQ7YX79c3ft1+keXHrAdLJgDa/o0fZo+aYsD9vdvV1/613/e9pm91bEGbCdvwRxY06fp0/RJGxywm/366dPfvZ8WzICdlwNr+jR9mj5pgwP2/urHP7/423/+6C8jGrDzcmBNn6ZP0ydtb8D++eOHfz/6F/765dGgffWBDdhZObCmT9On6ZO2N2B///Zkr/75I7+GuPaArb9gDqzp0/Rp+iQDNjragO3jLZgDa/o0fZo+aXsDdjlfQjRgl0Cfpk/TJ21vwJ75Jo6fXvxnPxqwc3NgTZ+mT9MnbXDAbr6N/vP3Hb6/unryjuzpB157wJZfMAfW9Gn6NH3SBgdss7+R+fB7Y8D2T5+mT9MnbXHArn34NF+/T//oaQfssP/RBmz/9Gn6NH3SRgesP9QT/z2Rm7nZ+n8iAE8YMAMGsKQtDdiTD7z4lxBX/xqiL3E0fZo+TZ+04pcQn3zghQdsD78I5sCaPk2fpk8yYCMDlhxY06fp0/RJBmxkwJIDa/o0fZo+aXsD9uR3gY2/E2z5AVt8wRxY06fp0/RJ2xuwm5+9cTEDtoO3YA6s6dP0afqkDQ7Yx79+6Z9++OQDG7CzcmBNn6ZP0ydtccBuvoqYfwjz4w9swM7KgTV9mj5Nn7TJAbt+D9Y/wPfRBzZgZ+XAmj5Nn6ZP2uaAPf0jVfIDLz9gay+YA2v6NH2aPmmjA/YN1h6w9d+CObCmT9On6ZMM2MiAJQfW9Gn6NH2SARsZsOTAmj5Nn6ZPMmCj4w/Y0gvmwJo+TZ+mTzJgo+MO2PJvwRxY06fp0/RJBmxkwJIDa/o0fZo+yYCNDFhyYE2fpk/TJxmwkQFLDqzp0/Rp+iQDNjJgyYE1fZo+TZ9kwEYGLDmwpk/Tp+mTDNjoBAO28oI5sKZP06fpkwzY6MgDtvpbMAfW9Gn6NH2SARs9JDrWWyUDtmv6NH2aPsmAjb4csGP85xuwXdOn6dP0SQZsZMCSA2v6NH2aPsmAjQxYcmBNn6ZP0ycZsNEpBmzhBXNgTZ+mT9MnGbDRsQds8bdgDqzp0/Rp+qTTDNjfv11d/fDvj+9//POVn9Y3MGDn5cCaPk2fpk86xYDdzNfdgF1d/f7qz+y1DNh5ObCmT9On6ZNOMGB3+3UzYO+ujrBg+xiwdRfMgTV9mj5Nn3T8Afvnj6urH//865frAbtZsH/95xs+u4N8Zm919AFb+y2YA2v6NH2aPun4A/bh6urXjx/vBuzmi4i/vv6TexUDdl4OrOnT9Gn6pOMP2Lurm2/duB+w67djh/5GDgN2Xg6s6dP0afqkow/Y9WTdvOe6H7Drt2CH/hriTgZs2QVzYE2fpk/TJx19wP7+7fb7Nh4G7IMBe4YB2y99mj5Nn2TARgYsObCmT9On6ZNO/SXEd34N7BkGbL/0afo0fdIpvonj5j3X/YBdvx/76fWf3KvsZcBWXTAH1vRp+jR90km+jf6nhwG7+T1hh/6dzHsYsJXfgjmwpk/Tp+mTTvCTOG5/9/LtgL2/ujr4VxAN2Jk5sKZP06fpk073o6TuHPwHcRiwM3NgTZ+mT9MnneKH+d584fBo+7WfAVt0wRxY06fp0/RJp/njVO4n7AjztZMBW/gtmANr+jR9mj7JH2g5MmDJgTV9mj5Nn2TARgYsObCmT9On6ZMM2OhkA7bmgjmwpk/Tp+mTTvGjpB5b9UdJHXliDNhO6dP0afokAzb6YsCO+FEM2E7p0/Rp+iQDNjJgyYE1fZo+TZ900l8DO8IfZ7mrAVtywRxY06fp0/RJJ/4mjvfr/iipYw+MAdsnfZo+TZ904gG7fg+26g/zNWDPc2BNn6ZP0yed+tvoD/8WzICdlwNr+jR9mj7p9APmmziet+ovgjmwpk/Tp+mTDNjoRAO26lswB9b0afo0fdKJB+zv33wJ8SUGbJf0afo0fdJpB+zmN4X99LoP+Gq7GrAFF8yBNX2aPk2fdPLfyPzDv7/l0zvEZ/ZWpxqwRd+CObCmT9On6ZNOPmC/fstnd5DP7K0MWHJgTZ+mT9MnnXjAFv4TmQ3Y8xxY06fp0/RJ/jiV0UkHbL0Fc2BNn6ZP0ycZsNHJBmzNt2AOrOnT9Gn6JAM2MmDJgTV9mj5Nn2TARgYsObCmT9On6ZOOOGBf/Ulg/jywwZK/CObAmj5Nn6ZPMmCj0w3Ykm/BHFjTp+nT9EkGbGTAkgNr+jR9mj7Jr4GNTjxgqy2YA2v6NH2aPsmAjU44YCu+BXNgTZ+mT9MnGbCRAUsOrOnT9Gn6pJMP2N//t18De5kB2x19mj5Nn3SKAfvgmzhea8FfBHNgTZ+mT9MnnWDA3vkuxNczYHujT9On6ZOOP2B//fJ4wH7/hs/uIJ/ZWxmw5MCaPk2fpk86/oC9u/1DmN/f/knM7w6/XzscsLUWzIE1fZo+TZ909AH754+rH/+8+XWw2y8dvj/8nwi2rwFb7y2YA2v6NH2aPukUf6DlzR/C/NcvP/z74+2c+RJiMmA7o0/Tp+mTTjFgv3/+H/dfSjykEw3Yqb62Z8B2Rp+mT9MnnWrArt963bwRu34ndvMFxUM64YAd+QN9fPg4Sy2YA2v6NH2aPulUA/bx3d1br79+WfTb6E+2KwZsX/Rp+jR90im+ieP2rdf72+/lePhmjgMyYOflwJo+TZ+mTzr+t9Hff+Phh6vb7+K437ED2uOArbRgDqzp0/Rp+qST/Ebmm+m6/h/X0/XhauVv4jjyB7pnwHZFn6ZP0yed6EdJ/fr5J0ot+m30BuwFDqzp0/Rp+qQTDNg/f9yu1v0f0HzoN2D7HLCFFsyBNX2aPk2fdJI/TuXD7S9/PbwVO7DdDdhib8EcWNOn6dP0Sf5Ay5EBSw6s6dP0afokAzYyYMmBNX2aPk2fdILfyHz4rxo+/sC7HLB1FsyBNX2aPk2fdIqfxHGEP0Plyw+8uwFb6y2YA2v6NH2aPuk0A3Z197uYj8KAnZcDa/o0fZo+6QS/BvbwRzIf/E8Cu//A+xywZRbMgTV9mj5Nn3Sab+L4cP+bmA/9Y6RuP/D+Bmypt2AOrOnT9Gn6pJN9F+L7+w3zG5lfwYDthz5Nn6ZPOuW30b8/ylcS9zpgqyyYA2v6NH2aPunEvw/sgwF7FQO2G/o0fZo+6ZQD9s47sNcyYLuhT9On6ZNONmAPP4z+4L+tebcDtsiCObCmT9On6ZNOM2BH+w6OjzsdsIXegjmwpk/Tp+mTTjBg74/4PfQfDdi5ObCmT9On6ZNO9ZM4jvS7mD/uecDWWDAH1vRp+jR90kkG7Hg/R+rjXgdsnbdgDqzp0/Rp+qQTDNgxf5LvRwN2bg6s6dP0afokfx7YyIAlB9b0afo0fZIBGxmw5MCaPk2fpk8yYKPzDdgSC+bAmj5Nn6ZPMmCj8wzYMm/BHFjTp+nT9EkGbGTAkgNr+jR9mj7JgI1uE53+K3oGbB/0afo0fZIBG30asCN/nCdW+UUwB9b0afo0fZIBG51pwFZ5C+bAmj5Nn6ZPMmAjA5YcWNOn6dP0SQZsdM4BW2DBHFjTp+nT9EkGbHSuAVvkLZgDa/o0fZo+yYCNDFhyYE2fpk/TJxmw0VkHbPsL5sCaPk2fpk8yYKOzDdgab8EcWNOn6dP0SQZsZMCSA2v6NH2aPsmAjc47YJtfMAfW9Gn6NH2SARudb8CWeAvmwJo+TZ+mTzJgIwOWHFjTp+nT9EkGbHTmAdv6gjmwpk/Tp+mTDNjojAO2wlswB9b0afo0fZIBG517wDa+YA6s6dP0afokAzY654At8BbMgTV9mj5Nn2TARgYsObCmT9On6ZMM2OjsA7btBXNgTZ+mT9MnGbDRWQds+2/BHFjTp+nT9EkGbGTAkgNr+jR9mj7JgI3OP2CbXjAH1vRp+jR9kgEbnXfANv8WzIE1fZo+TZ9kwEYbGLAtL5gDa/o0fZo+yYCNzjxgW38L5sCaPk2fpk8yYCMDlhxY06fp0/RJBmy0hQHb8II5sKZP06fpkwzY6NwDtvG3YA6s6dP0afokAzbaxIBtd8EcWNOn6dP0SQZsdPYB2/ZbMAfW9Gn6NH2SARsZsOTAmj5Nn6ZPMmCjm0Tn/Srepr+G6MCaPk2fpk8yYKOHATvyhykGbF36NH2aPsmAjTYyYFtdMAfW9Gn6NH2SARttYMDO/vGDA2v6NH2aPsmAjbYyYBtdMAfW9Gn6NH2SARttYcDO/wm8yIE1fZo+TZ9kwEYGLDmwpk/Tp+mTDNhoMwO2zQVzYE2fpk/TJxmw0SYGbAOfwQscWNOn6dP0SQZstJ0B2+SCObCmT9On6ZMM2GgbA7aFT+FZDqzp0/Rp+iQDNtrQgJ37c3iOA2v6NH2aPsmAjTYyYJv4HJ7hwJo+TZ+mTzJgIwOWHJiXBzIAABqXSURBVFjTp+nT9EkGbLSlATv7J/E1B9b0afo0fZIBG21lwLbxSXzFgTV9mj5Nn2TARpsasPN/Fk85sKZP06fpkwzYaDMDtpHP4gkH1vRp+jR9kgEbbWvANvBpPObAmj5Nn6ZPMmCj7QzYVj6NRxxY06fp0/RJBmxkwJIDa/o0fZo+yYCNNjZgW/g8vuTAmj5Nn6ZPMmCjDQ3YZj6PLziwpk/Tp+mTDNhoawO2iU/kMwfW9Gn6NH2SARttacC284l84sCaPk2fpk8yYCMDlhxY06fp0/RJBmy0uQHbxmfywIE1fZo+TZ9kwEabGrANfSb3HFjTp+nT9EkGbGTAkgNr+jR9mj7JgI22N2Ab+VTuOLCmT9On6ZMM2GhbA7alT+WWA2v6NH2aPsmAjTY4YFv5XG44sKZP06fpkwzYaGMDtrUFc2BNn6ZP0ycZsJEBSw6s6dP0afokAzba2oBtbMEcWNOn6dP0SQZstLkB29Zn48CaPk2fpk8yYKNtDthmPh0H1vRp+jR9kgEbXSfa1GJ83NaeOrCmT9On6ZMM2Oh+wI78Ub7JlgbVgTV9mj5Nn2TARhscsC19Qg6s6dP0afokAzba6oBt5DNyYE2fpk/TJxmw0RYHbEOfkQNr+jR9mj7JgI02O2Db+JQcWNOn6dP0SQZstMkB286CObCmT9On6ZMM2MiAJQfW9Gn6NH2SARttc8A2s2AOrOnT9Gn6pC0P2Iera//6z/SBL3TAtvJJObCmT9On6ZO2N2B//3b1+83//OePqzs//vm2z+yttjxgG/isHFjTp+nT9EmbHbDr/bp78/VuWLCLHbCNLJgDa/o0fZo+abMD9uHTbr2/+jU/sAE7KwfW9Gn6NH3SZgfs3afZ+vu3fAt2uQO2jQVzYE2fpk/TJ211wP754+5Xwj7e/OWTb+S4euK/R3czFMf/KN9uq58XwIYYsON/lG/381Y/MYDtOMOXEH//9C/4EuJLNvBFRF/iaPo0fZo+aZNfQrwZrA9XP93/C5//6vkPbMDOyoE1fZo+TZ+0yQG78dPDW7B3Vz/8+02f2VttecA2sGAOrOnT9Gn6pO0N2Mebb5y/evghHDc/jeP3/Icve8DO/6k5sKZP06fpkzY5YLfufgPzX78MP4jDgJ35c3NgTZ+mT9MnbXfAXuvCB+zsC+bAmj5Nn6ZPMmAjA5YcWNOn6dP0SQZstPEBO/eCObCmT9On6ZMM2GjrA3bmBXNgTZ+mT9MnGbDRGgN2ts/PgTV9mj5Nn2TARpsfsPO+BXNgTZ+mT9MnGbDR9gfsrAvmwJo+TZ+mTzJgowUG7JyfoANr+jR9mj7JgI1WGbAzfYYOrOnT9Gn6JAM2WmHAzvgZOrCmT9On6ZMM2GiZATvPp+jAmj5Nn6ZPMmCjJQbsfAvmwJo+TZ+mTzJgo4UG7ByfpANr+jR9mj7JgI3WGLCzvQVzYE2fpk/TJxmw0SIDdq4Fc2BNn6ZP0ycZsNEqA3amBXNgTZ+mT9MnGbDRWgN28s/TgTV9mj5Nn2TARv/977n/yK3XMmAbpE/Tp+mTDNjobsCO/EEO4xwL5sCaPk2fpk8yYKOFBuwcC+bAmj5Nn6ZPMmCj5QbstJ+rA2v6NH2aPsmAjVYasDO8BXNgTZ+mT9MnGbDRUgN2+gVzYE2fpk/TJxmw0VoDdvIFc2BNn6ZP0ycZsNGKA3bCT9eBNX2aPk2fZMBGiw3YqRfMgTV9mj5Nn2TARqsN2IkXzIE1fZo+TZ9kwEbLDdhpF8yBNX2aPk2fZMBG6w3YSRfMgTV9mj5Nn2TARgsO2CkXzIE1fZo+TZ9kwEYrDtgJF8yBNX2aPk2fZMBGSw7Y6X47mANr+jR9mj7JgI3WHLCTLZgDa/o0fZo+yYCNFh2wUy2YA2v6NH2aPsmAjZYesON/3g6s6dP0afokAzZadcBOtGAOrOnT9Gn6JAM2WnbATrNgDqzp0/Rp+iQDNlp3wE6yYA6s6dP0afokAzZaeMBOsWAOrOnT9Gn6JAM2WnnATrBgDqzp0/Rp+iQDNlp6wI6/YA6s6dP0afokAzZae8COvmAOrOnT9Gn6JAM2WnzAjr1gDqzp0/Rp+iQDNlp9wI68YA6s6dP0afokAzZafsCOu2AOrOnT9Gn6JAM2Wn/A7hfsOP87OLCmT9On6ZMM2GgHA3bMBXNgTZ+mT9MnGbDRHgbsYcGO8L+GA2v6NH2aPsmAjXYxYMd7E+bAmj5Nn6ZPMmCjnQzYsRbMgTV9mj5Nn2TARnsZsCN9N6IDa/o0fZo+yYCN9jNgR1kwB9b0afo0fZIBG+1owI7xZUQH1vRp+jR9kgEb7WnAjrBgDqzp0/Rp+iQDNvrvKf5c45M5+II5sKZP06fpkwzYaE9vwG4ceMEcWNOn6dP0SQZstLcBO/CbMAfW9Gn6NH2SARvtbsAOu2AOrOnT9Gn6JAM22t+AHfQHSzmwpk/Tp+mTDNhohwN2yDdhDqzp0/Rp+iQDNtrlgB3uTZgDa/o0fZo+yYCN9jlgB3sT5sCaPk2fpk8yYKO9DtiB3oQ5sKZP06fpkwzYaLcDdpg3YQ6s6dP0afokAzba8YAd4k2YA2v6NH2aPsmAjfY8YAd4E+bAmj5Nn6ZPMmCjfQ/Ym9+EObCmT9On6ZMM2GjnA/bWN2EOrOnT9Gn6JAM22v2Ave1NmANr+jR9mj7JgI32P2BvehPmwJo+TZ+mTzJgo0sYsE9vwr79f1EH1vRp+jR9kgEbXcSAff/XER1Y06fp0/RJBmx0IQP2vQvmwJo+TZ+mTzJgo0sZsO/8OqIDa/o0fZo+yYCNLmfAvmvCHFjTp+nT9EkGbHRJA/YdC+bAmj5Nn6ZPMmCjixqwLybslf87O7CmT9On6ZMM2OjCBuzjN74Nc2BNn6ZP0ycZsNHlDdg3LZgDa/o0fZo+yYCNLnDAvuULiQ6s6dP0afokAza6yAH7+Oq3YQ6s6dP0afokAza61AF75YI5sKZP06fpkwzY6GIH7HVfSHRgTZ+mT9MnGbDRBQ/Yx1f8gCkH1vRp+jR9kgEbXfaAjQvmwJo+TZ+mTzJgowsfsOnXwhxY06fp0/RJBmx08QPWvxbmwJo+TZ+mTzJgIwP25YJ9lcKBNX2aPk2fZMBGBuzGixPmwJo+TZ+mTzJgIwN27/kFc2BNn6ZP0ycZsJEB++yZDXNgTZ+mT9MnGbCRAXvk6YY5sKZP06fpkwzYyIA99uRXwxxY06fp0/RJBmxkwJ56NGEOrOnT9Gn6JAM2MmDP+GLCHFjyAtT0afokAzYyYM/rH9DBPS9ATZ+mTzJgIwP2Ihs28wLU9Gn6JAM2MmChfsgUN7wANX2aPsmAjQxYiR8yxQ0vQE2fpk8yYCMDlv77sw0rXoCaPk2fZMBGBizdPEE27GVegJo+TZ9kwEYGLN0/QTbsBV6Amj5Nn2TARgYsfX6CTNhzvAA1fZo+yYCNDFh69ATZsK94AWr6NH2SARsZsPT0CbJhj3kBavo0fZIBGxmw9MwTZMO+4AWo6dP0SQZsZMDSs0+Qb+n4xAtQ06fpkwzYyICll54gG3bHC1DTp+mTDNjIgKV4gmzYRy9AE32aPsmAjQxY6ifo558vfcW8ADV9mj7JgI0MWBqfoAvfMC9ATZ+mTzJgIwOWXvMEXfKGeQFq+jR9kgEbGbD0yifoYjfMC1DTp+mTDNjIgKVvObBL3DAvQE2fpk8yYCMDlr7xwC5uw7wANX2aPsmAjQxY+vYDe/LVxJ239QLU9Gn6JAM2MmDpuw7sgibMC1DTp+mTDNjIgKXvPbBL2TAvQE2fpk8yYCMDlt5wYBexYV6Amj5Nn2TARgYsvfnAdj5jXoCaPk2fZMBGu3xZPZwDHNiuv6vDC1DTp+mTDNhody+ph3WYA9vvhnkBavo0fZIBG+3r9fTgDnZgTzdsJ9m9ADV9mj7JgI328kp6JAc+sN1NmBegpk/TJxmw0T5eR4/m8Ae2r3diXoCaPk2fZMBGq7+CHtlRDmxHG+YFqOnT9EkGbLT0y+fxHfHAdrFhXoCaPk2fZMBG6752nsRRD2wH39jhBajp0/RJBmy04qvmCZ3gwJZeMS9ATZ+mTzJgo8VeME/tNAe27oZ5AWr6NH2SARut9Gp5Bic7sGe+nLjC/2G8ADV9mj7JgI3WeJ08mxMf2HIb5gWo6dP0SQZstMCL5Dmd48BWeivmBajp0/RJBmy06ZfH8zvTgS3zBUUvQE2fpk8yYKOtvjJuxFkPbIEN8wLU9Gn6JAM22uTL4nac+8C2/lbs3H22Tp+mTzJgo429IG7NNg5suzO2jT7bpU/TJxmw0WZeCrdpQwf27Iqd+/92G+qzSfo0fZIBG23gRXDLtnVg25uwbfXZHn2aPsmAjc7+ErhtWzywLc3YFvtsiT5Nn2TARgYsbffAtjFj2+2zDfo0fZIBGxmwtPUDO/eMbb3PuenT9EkGbGTA0vYP7Pnv7TjV/1G33+e89Gn6JAM2MmBplQM714yt0udc9Gn6JAM2MmBprQM7/Yyt1ef09Gn6JAM2MmBpxQN7acaO8X/pFfuckj5Nn2TARgYsLXtgJ1qxZfuciD5Nn2TARgYsLX5gR5+xxfscnT5Nn2TARgYs7eLAjjhju+hzRPo0fZIBGxmwtK8DO/yS7avP4enT9EkGbGTA0g4P7KArtsM+B6VP0ycZsJEBS7s9sJixb3kidtvnQPRp+iQDNjJgaecH1jP2ikdj533eTJ+mTzJgIwOWLuXAvnfFLqXP99Kn6ZMM2MiApYs6sO94P3ZRfb6DPk2fZMBGBixd5oG9fskus8/r6dP0SQZsZMDShR/YOGQX3mekT9MnGbCRAUsO7BXvxzxCL/L8NH2SARt59UkO7AuG7Jt5fpo+yYCNvOokB/ac17wn81jd8Pw0fZIBG3mlSQ6svG7ILvn58vw0fZIBG134C8zEgbX7Pq9csst71Dw/TZ9kwEaX+KryDRxYe9Ln1UN2Kc+c56fpkwzY6IJeTL6HA2vRx5Z99PxM9EkGbLT3V5A3cmDtNX1e/7Zsf4+i56fpkwzYaI+vGgfkwNo39vmWLdvFg+n5afokAzbax+vE0Tiw9r19vnHJln1IPT9Nn2TARuu+NpyEA2sH6PPtW7bQI+v5afokAzZa6dXgDBxYO3Cf7xqzLT/Anp+mTzJgo23f/9k5sHbUPt85Z1t6nj0/TZ9kwEYbO/itcWDtZH2+d8zOvGien6ZPMmAjA5YcWDtTnzfN2SmfeM9P0ycZsJEBSw6sbaLPW+fsiKu2iT4bpk8yYCMDlhxY22KfA+3ZQUZti322RJ9kwEYGLDmwtkSfQy7aN+7aEn3OSJ9kwEYGLDmwtmafwy/aS7u2Zp/T0ScZsJEBSw6s7ajPsVbthWnjxo6en2MwYCPXlRxY23mfo46afdv98/NWBmx00eczc2DtMvucatf2v3GX+fy8mgEb7fc2DsKBNX2+cI5d+8q5I3wbz08yYKP1nvmTcmBNn3bf59yr9qIz5/H8tI0O2F+/XN37dfpHDdh5ObCmT3tdn3PP2Pc4ZZ+LtcUB+/u3qy/96z9v+8ze6nDP4i45sKZPO1ifc+/VER2o0B5tcMBu9uunT3/3flowA3ZeXqCbPu3kfc69Rpt34v97vM0GB+z91Y9/fvG3//zRX0Y0YOflBbrp0zbe59xrcjG+8/8+2xuwf/744d+P/oW/fnk0aF99YAN2Vht/ATo7fdpu+5x7EVbzfZW3N2B///Zkr/7548nXEK+e+O9x3cQ98ocAeMG5p+U0jtvQgAHsngF7my1+CfHIH2Fpu/0S0IHo0/Rp+qTtfQnxmW/i+OnFf/bjCQbME5Tkafo0fZo+aYMDdvNt9J+/7/D91dWTd2RPP7ABOyt5mj5Nn6ZP2uCAbe03MnuCkjxNn6ZP0ydtccCuffg0X79P/6gBOy95mj5Nn6ZP2uiAfQMDdl7yNH2aPk2fZMBGnqAkT9On6dP0SQZs5AlK8jR9mj5Nn2TARp6gJE/Tp+nT9EkGbOQJSvI0fZo+TZ9kwEaeoCRP06fp0/RJBmzkCUryNH2aPk2fZMBGnqAkT9On6dP0SQZs5AlK8jR9mj5Nn2TARp6gJE/Tp+nT9EkGbOQJSvI0fZo+TZ9kwEaeoCRP06fp0/RJBmzkCUryNH2aPk2fZMBGnqAkT9On6dP0SQZs5AlK8jR9mj5Nn2TARp6gJE/Tp+nT9EkGbOQJSvI0fZo+TZ9kwEaeoCRP06fp0/RJBmzkCUryNH2aPk2fZMBGnqAkT9On6dP0SQZs5AlK8jR9mj5Nn2TARp6gJE/Tp+nT9EkGbOQJSvI0fZo+TZ9kwEaeoCRP06fp0/RJBmzkCUryNH2aPk2fZMBGnqAkT9On6dP0SQZs5AlK8jR9mj5Nn2TARp6gJE/Tp+nT9EkGbOQJSvI0fZo+TZ9kwEaeoCRP06fp0/RJBmzkCUryNH2aPk2fZMBGnqAkT9On6dP0SQZs5AlK8jR9mj5Nn2TARp6gJE/Tp+nT9EkGbOQJSvI0fZo+TZ9kwEaeoCRP06fp0/RJBmzkCUryNH2aPk2fZMBGnqAkT9On6dP0SXsYMAAI046cZK2e+8AAUKYdOclancPRv0a5NnmaPk2fpk86WJ79ZvYEJXmaPk2fpk8yYCNPUJKn6dP0afokAzbyBCV5mj5Nn6ZPMmAjT1CSp+nT9Gn6JAM28gQleZo+TZ+mTzJgI09Qkqfp0/Rp+iQDNvIEJXmaPk2fpk8yYCNPUJKn6dP0afokAzbyBCV5mj5Nn6ZPMmAjT1CSp+nT9Gn6JAM28gQleZo+TZ+mTzJgI09Qkqfp0/Rp+iQDNvIEJXmaPk2fpk8yYCNPUJKn6dP0afokAwbAZTNgACzJgAGwJAMGwJIMGABLMmAALMmAAbAkAwbAkgwYAEsyYAAsyYABsCQDBsCSDBgASzJgACzJgAGwJAMGwJL2OmAfrq79dO7PYpM+XP36+S9Veuz9oyL6PPXuOsi//vPwd/o85/2nJPo88s8fV3d+/PP27w+RZ6cD9u4u1OdT48Hfv30aMJWeuG5z64d/3/6tPk889Ll/gPR5zl+/PLwo6/PYw+NzP2AHybPPAXt/e2PXT9L91PPJzUN0//qj0hPX/w3xZroeiujzxHWfm1eb6y6/3/ytPs+5eZtxN2D6PPHXL1+WOEyeXQ7Yw5uM6zi/n/tz2ZjrJA8DptJTH+7fet0V0eephz7vbl+h9XnW+4cvi+nz1Icvv154oDy7HLAPD29L3/kC9GPX79r/x/9zP2AqPfXu/r8MXv+X6J/0+dq7T28tbjrp85y/f/vX/3vXQ5+n3n/+1feD5dnlgD28EF0X8/XnL13/t51fr1+d7x4jlZ569/kXL37S52V3A6bPc95d/X7/GOnz1Lv7X1u++5vD5NnjgN39F+gbD1/z4M5f/9efHx8GTKUX3X51Q5+X3JXR5zk3XyW7GzB9nrp+c/q/f3v4Auuh8ux0wO7fqv71i0fnqS8GTKXn3Z6UPi+4/1YOfZ7x92/XKT4NmD6P3P76+8P3HR4qzx4H7PM3int0vvbw5Kj0kusyP/6pz/M+PHwXtD7PeHfT5PH3uOjz4MP9k/PukOe19wHzDUBPPTdgKn3hOszNf0XU51kfHn6fnD5f+3D/i4NPB0yfGw+/2HX9CvT7wfLsfcD8d5+nvANr111uc+jzonc3hfT5yj9/3IbwDmxwE8g7sJf56nPxa2Dp5jd63/4XQn1edPsL8Pp85f3Dtx/6NbB0812sfg3sZV9+g4tvYH3que9CVOnBX788fE+UPi+7fwXS55G/frnr8PV3IerzyCEfnz0O2Je/xcBPcXnqud8HptK9z/ulT7gtos8T768+0ycc8vHZ5YD5PfDh04Cp9JXr/fryR63r88jnr/q895NKnvFkwPR57PPjc/u9mn4Sx8v8FLLw6TlS6an77z/8/Hf6PPLwbWR3ZfR5wTs/C/FZD2+1bn+znJ+FWPwc6Jd9+d+jVXrk/eOfCaDPE9evOfe/uuOn9YfPPzJSny/d/zkzD7/65afRB38Sz4s+D5hKj33644oeftyNPk88/CyFT1/80ecZX/xITX2+9OHL4/LngSV/FupLvhgwlR759KNuPkXR56nbF51PX/LR5zmff1FHn8fu/kjmgz4+ex0wAHbOgAGwJAMGwJIMGABLMmAALMmAAbAkAwbAkgwYAEsyYAAsyYABsCQDBsCSDBgASzJgACzJgAGwJAMGwJIMGABLMmAALMmAAbAkAwbAkgwYAEsyYAAsyYABsCQDBsCSDBgASzJgACzJgAGwJAMGwJIMGABLMmAALMmAAbAkAwbAkgwYAEsyYHBSf/+vm//3nz+u/vWfc38qsDgDBqf07urXm/9hwODtDBic0IcrAwaHYsDghB4GDHg7AwYnZMDgcAwYnJABg8MxYHAy1/N16/eHXwP7+7erH//8+P76X/rh3zf/wPu7/9/H//zvL/7nwWUzYHAyzw7Y///H3b/4683f3frp7p/+65f7f9y3e8CzDBiczLMD9j/v/8Uf/r/7Jbt/z/VpvywYPM+AwQk9+Tb62/dcn/7i9q9uduunu3/i7uuKHz6/JwO+ZMDghJ4ZsB//vP//+PxXN3/x4eHvb/6hu18hAx4xYHBCzwzY3fdofF6p67+6+f9693m1fOsiPMuAwQl9PWD3v7719K/uvj/xzl+/+BoiPMOAwQl9y4B96dOYAZ8YMDihVw/YF9+DaMDgeQYMTuhbBsxoQTNgcELf8iVEv/sLmgGDE3r1gN38NjA/QwqSAYMTevWA3fxYxIe3YL6NHp5lwOCEHn578jxgt9+GePse7N2V38gMzzFgcEJ331z4+ysG7NMPTrz7Qb/AVwwYnNA/f9zt0SsG7IvvpLdf8BwDBqd0u2A/vWrA7v94MD+FA15gwABYkgEDYEkGDIAlGTAAlmTAAFiSAQNgSQYMgCUZMACWZMAAWJIBA2BJBgyAJRkwAJZkwABYkgEDYEkGDIAlGTAAlmTAAFiSAQNgSQYMgCUZMACWZMAAWJIBA2BJBgyAJRkwAJZkwABYkgEDYEkGDIAlGTAAlmTAAFiSAQNgSQYMgCUZMACW9H8AIp/eShNlcusAAAAASUVORK5CYII=" width="864" /></p>
</div>
<div id="simulation-time-grid" class="slide section level1">
<h1>Simulation time grid</h1>
<ul>
<li>To form a sequence of times
<ul>
<li><grn>start</grn> usually <code>0</code></li>
<li><grn>end</grn> time of last observation</li>
<li><grn>delta</grn> <blk>output</blk> time step</li>
</ul></li>
<li>Additional times to simulate
<ul>
<li><purp>add</purp> ad-hoc numeric vector</li>
</ul></li>
</ul>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">stime</span>(mod)</code></pre></div>
<pre><code>. [1]  0  6 12 18</code></pre>
</div>
<div id="update" class="slide section level1">
<h1>Update</h1>
<p>On the fly</p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod %&gt;%<span class="st"> </span><span class="kw">update</span>(<span class="dt">end =</span> <span class="dv">72</span>) %&gt;%<span class="st"> </span><span class="kw">mrgsim</span>()</code></pre></div>
<p>Persistent</p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod &lt;-<span class="st"> </span><span class="kw">update</span>(mod, <span class="dt">end =</span> <span class="dv">72</span>)</code></pre></div>
<p>mrgsim will call <code>update</code> for you (on the fly)</p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod %&gt;%<span class="st"> </span><span class="kw">mrgsim</span>(<span class="dt">end =</span> <span class="dv">72</span>)</code></pre></div>
</div>
<div id="what-else-can-i-update" class="slide section level1">
<h1>What else can I update?</h1>
<ul>
<li>Time
<ul>
<li><code>start</code>, <code>end</code>, <code>delta</code>, <code>add</code></li>
</ul></li>
<li>Parameters and compartment initial values</li>
<li>Solver settings
<ul>
<li><code>atol</code>, <code>rtol</code></li>
<li><code>hmax</code>, <code>maxsteps</code>, <code>mxhnil</code>, <code>ixpr</code></li>
</ul></li>
<li><code>$OMEGA</code>, <code>$SIGMA</code></li>
<li><code>tscale</code> (rescale the output time)</li>
<li><code>digits</code></li>
</ul>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod %&gt;%<span class="st"> </span><span class="kw">update</span>(<span class="dt">rtol =</span> <span class="fl">1E-12</span>) %&gt;%<span class="st"> </span>...</code></pre></div>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod %&gt;%<span class="st"> </span><span class="kw">mrgsim</span>(<span class="dt">rtol =</span> <span class="fl">1E-12</span>) %&gt;%<span class="st"> </span>...</code></pre></div>
</div>
<div id="controlling-output---request" class="slide section level1">
<h1>Controlling output - <grn>request</grn></h1>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod %&gt;%<span class="st"> </span><span class="kw">mrgsim</span>() %&gt;%<span class="st"> </span><span class="kw">head</span>(<span class="dt">n =</span> <span class="dv">2</span>)</code></pre></div>
<pre><code>. Model:  effect</code></pre>
<pre><code>.   ID time GUT CENT PERIPH CE EFFECT CP
. 1  1    0   0    0      0  0    157  0
. 2  1    6   0    0      0  0    157  0</code></pre>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod %&gt;%<span class="st"> </span><span class="kw">Req</span>(CP) %&gt;%<span class="st"> </span><span class="kw">mrgsim</span>() %&gt;%<span class="st"> </span><span class="kw">head</span>(<span class="dt">n =</span> <span class="dv">2</span>)</code></pre></div>
<pre><code>. Model:  effect</code></pre>
<pre><code>.   ID time CP
. 1  1    0  0
. 2  1    6  0</code></pre>
</div>
<div id="controlling-output---obsonly" class="slide section level1">
<h1>Controlling output - <grn>obsonly</grn></h1>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod %&gt;%<span class="st"> </span><span class="kw">ev</span>(<span class="dt">amt=</span><span class="dv">1</span>) %&gt;%<span class="st"> </span><span class="kw">mrgsim</span>() %&gt;%<span class="st"> </span><span class="kw">head</span>(<span class="dt">n =</span> <span class="dv">2</span>)</code></pre></div>
<pre><code>. Model:  effect</code></pre>
<pre><code>.   ID time GUT CENT PERIPH CE EFFECT CP
. 1  1    0   0    0      0  0    157  0
. 2  1    0   1    0      0  0    157  0</code></pre>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">mod %&gt;%<span class="st"> </span><span class="kw">ev</span>(<span class="dt">amt=</span><span class="dv">1</span>) %&gt;%<span class="st"> </span><span class="kw">obsonly</span>() %&gt;%<span class="st"> </span><span class="kw">mrgsim</span>() %&gt;%<span class="st"> </span><span class="kw">head</span>(<span class="dt">n =</span> <span class="dv">2</span>)</code></pre></div>
<pre><code>. Model:  effect</code></pre>
<pre><code>.   ID time         GUT      CENT    PERIPH         CE   EFFECT         CP
. 1  1    0 0.000000000 0.0000000 0.0000000 0.00000000 157.0000 0.00000000
. 2  1    6 0.004005846 0.1069759 0.2436686 0.05481486 156.6724 0.04384256</code></pre>
</div>
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<h1>Next slide deck</h1>
<p><a href="deck_02.html">Data Sets</a></p>
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