generate.ExpressionData: Generate expression data

In imputeLCMD: A Collection of Methods for Left-Censored Missing Data Imputation

Generate expression data

Description

this function generates artificial peptide abundance data with DA proteins samples are drawn from a gaussian distribution

Usage

generate.ExpressionData(
  nSamples1,
  nSamples2,
  meanSamples,
  sdSamples,
  nFeatures,
  nFeaturesUp,
  nFeaturesDown,
  meanDynRange,
  sdDynRange,
  meanDiffAbund,
  sdDiffAbund
)

Arguments

nSamples1	number of samples in condition 1
nSamples2	number of samples in condition 2
meanSamples	xxx
sdSamples	xxx
nFeatures	number of total features
nFeaturesUp	number of features up regulated
nFeaturesDown	number of features down regulated
meanDynRange	mean value of the dynamic range
sdDynRange	sd of the dynamic range
meanDiffAbund	xxx
sdDiffAbund	xxx

Value

A list containing the data, the conditions label and the regulation label (up/down/no)

imputeLCMD documentation built on June 10, 2022, 5:09 p.m.