initial push

.gitignore

-###
+/Regression_Analysis/outputs/**
+/Figures_manuscript/outputs/**

README.md

+PROJECT_multitrait_power_traitselection
+========================
+Scripts and data used in the analysis and visualisation in the manuscript ``Trait selection strategy in multi-trait GWAS: Boosting SNPs discoverability``.
+
+* README.md : this file.
+* /Figures_manuscript : contains all data (/inputs) and scripts (/scripts) used to generate figures.
+* /Regression_analysis : contains all data (/inputs) and scripts (/scripts) used for regression analysis with cross validation using JASS and MTAG.
+     /scripts
+        - 5f-cross_validation_linear.py : Linear regression analysis for JASS.
+        - 5f-cross_validation_linear_mtag.py : Linear regression analysis for MTAG.
+        - 5f-cross_validation_nonlinear.py : Non-linear (SVR, RFR) regression analysis for JASS.
+     /inputs
+        - traitset_jass_CVtraining?-newSUMMARY_remove-nan.tsv : training data files for each of 5-fold cross validations for JASS.
+        - traitset_jass_CVtest?-newSUMMARY_remove-nan.tsv : validation data files for each of 5-fold cross validations for JASS.
+        - traitset_mtag_CVtraining?-newSUMMARY_comp_correction.tsv : training data files for each of 5-fold cross validation for MTAG.
+        - traitset_mtag_CVtest?-newSUMMARY_comp_correction.tsv : validation data files for each of 5-fold cross validation for MTAG.