Man pages for sahirbhatnagar/eclust
Environment Based Clustering for Interpretable Predictive Models in High Dimensional Data
| plot.eclust | Plot Heatmap of Cluster Summaries by Exposure Status |
| plot.similarity | Function to generate heatmap |
| r_cluster_data | Cluster data using environmental exposure |
| r_prepare_data | Prepare data for regression routines |
| s_generate_data | Generate linear response data and test and training sets for... |
| s_generate_data_mars | Generate non linear response and test and training sets for... |
| simdata | Simulated Data with Environment Dependent Correlations |
| s_mars_clust | Fit MARS Models on Simulated Cluster Summaries |
| s_mars_separate | Fit Multivariate Adaptive Regression Splines on Simulated... |
| s_modules | Simulate Covariates With Exposure Dependent Correlations |
| s_pen_clust | Fit Penalized Regression Models on Simulated Cluster... |
| s_pen_separate | Fit Penalized Regression Models on Simulated Data |
| s_response | Generate True Response vector for Linear Simulation |
| s_response_mars | Generate True Response vector for Non-Linear Simulation |
| tcgaov | Subset of TCGA mRNA Ovarian serous cystadenocarcinoma data |
| u_cluster_similarity | Cluster similarity matrix |
| u_extract_selected_earth | Get selected terms from an earth object |
| u_extract_summary | Calculates cluster summaries |
| u_fisherZ | Calculate Fisher's Z Transformation for Correlations |
