Mixed-Graphical-Models

Course project for STAT 616 at Texas A&M University.

A dataset has been prepared that lends itself to the Gaussian-Potts model and is in the notebooks folder.

Key references

• Graphical Models via Univariate Exponential Family Distributions

• Mixed Graphical Models via Exponential Families

• Spatial Interaction and the Statistical Analysis of Lattice Systems

• Statistical Analysis of Non-Lattice Data

• On Learning Discrete Graphical Models using Group-Sparse Regularization

• Learning the Structure of Mixed Graphical Models