impute.QRILC {imputeLCMD}

imputation based on quantile regression

Description

this function performs missing values imputation based quantile regression

Usage

impute.QRILC(dataSet.mvs, tune.sigma = 1)

Arguments

dataSet.mvs

expression matrix with MVs (either peptides or proteins)

tune.sigma

coefficient that controls the sd of the MNAR distribution

Value

a list containing: a matrix with the complete abundances, a list with the estimated parameters of the complete data distribution