Predicting Disease Progression Based on Methylation Correlated Blocks using Ensemble Models

Documentation for package ‘EnMCB’ version 1.0.3

create_demo	create demo matrix
demo_data	Expression matrix of demo dataset.
demo_MCBinformation	MCB information.
demo_survival_data	Survival data of demo dataset.
draw_survival_curve	draw survival curve
ensemble_model	Trainging stacking ensemble model for Methylation Correlation Block
ensemble_prediction	fitting function using stacking ensemble model for Methylation Correlation Block
fast_roc_calculation	Fast calculation of AUC for ROC using parallel strategy
IdentifyMCB	Identification of methylation correlated blocks
metricMCB	Calculation of the metric matrix for Methylation Correlation Block
pre_process_methylation	Preprocess the Beta value matrix
univ_coxph	Batch test for variables using coxph