Modeling non-uniformity in short-read rates in RNA-Seq data


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Documentation for package ‘mseq’ version 1.1

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mseq-package Modeling non-uniformity in short-read rates in RNA-Seq data
CVTrainIndexGene CV index matrix
expData expand the surrounding sequences
expData2nt expand the surrounding sequences, including both the single nucleotide and dinucleotide composition
g1_part a part of g1.csv
getDev Poisson deviance
getNullCount counts under null model
getOriLogPref initialize for mart
getPredCount predicted counts
getWeight weight vector
glmPred predict using iterative glm
glmPred2nt predict using iterative glm with dinucleotide composition
iterGlm iterative generalized linear regression
iterGlm2nt iterative generalized linear regression using dinucleotide composition
iterGlmCV cross-validation for iterative glm
iterGlmCV2nt cross-validation for iterative glm using dinucleotide composition
martCV cross-validation for MART
martPred predict using MART
martTrain train using MART
mseq Modeling non-uniformity in short-read rates in RNA-Seq data
plotCoef plot coefficients of Poisson linear model
plotCounts plot counts
setOriOffset initialize
updateOffset update offsets