A Robust Missing Imputation Method for Gene Expression Data

Documentation for package ‘rMisbeta’ version 1.0

rMisbeta-package	A Robust Missing Imputation Method for Gene Expression and Metabolomics Data Analysis
CalcMeanVar	This function estimates the robust mean and variance using beta-divergence method.
OutMisDat	This function allows user's to add outliers and missing values in the original dataset
performance.eval	This function estimates the different performance indices like, TPR,TNR,FPR,FNR,AUC etc. for number of top genes
remat	Reformulated data matrix after modification of outliers and missing imputation using beta divergence method
RobMeanVar	This function estimates the robust mean and variance using beta-divergence method to reconstruct the data matrix.
Sim2Group	This function Sim2Group() simulates the gene expression data for two groups using one-way ANOVA model