Additive partially linear models for differential gene expression analysis


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Documentation for package ‘plmDE’ version 1.0

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plmDE-package Generalized Additive Partially Linear Models for Gene Expression Data
fitBspline Compute B-Spline Basis for Data
fitGAPLM Fit a Generalized Additive Partially Linear Model on Gene Expression Data
head.DEresults Preview of Data in 'DEresults' object
head.plmDE Preview of 'plmDE' object
hist.DEresults Create a Histogram of P-values
info Information about an Object
info.plmDE Obtain Information about 'plmDE' object
limmaPLM Adapt Additive Partially Linear Models for Testing via 'limma'
mostDE Find Genes with the Most Evidence for Differential Expression
plmDE Generalized Additive Partially Linear Models for Gene Expression Data
plmDEmodel Constructor for objects of type 'plmDE'
plmDEmodel.default Creates a class to hold Expression Data and Other Measurements
plot.DEresults Plot Fit of 'DEresults' Model