This repository is the official implementation of "DEMA: Data-Enhanced Model Aggregation with Dual Uncertainty for Heterogeneous Data Integration".
File Structure:
-
main_function- method_function.r: main code for DEMA algorithm (Algotithm2 in paper);
- Q.agg.r: main code for greedy algorithm (Algotithm1 in paper).
-
sim_codes- Table1_design1_and_Fig3.r: results of Table1 (Design 1) and Figure 3;
- Table1_design2.r: results of Table1 (Design 2);
- Table2_design1.r: results of Table2 (Design 1);
- Table2_design2.r: results of Table2 (Design 2);
- Table3_LUAD.r: results of Table 3 (LUAD);
- Table3_LUSC.r: results of Table 3 (LUSC);
- Table4.r: results of Table 4;
- Fig2.r: results of Figure 2.
Menghao Wang (wangmenghao24@mails.ucas.ac.cn) and Xiaonan Hu (xnhu@amss.ac.cn,xiaonanhu@cnu.edu.cn)
Any questions or comments, please don’t hesitate to contact with us any time.