A Robust Missing Imputation Method for Gene Expression Data

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Documentation for package ‘rMisbeta’ version 1.0

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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