CountDataSet-class Class "CountDataSet" - a container for count data from HTS experiments adjustScvForBias Adjust an SCV value for the bias arising when it is calculated from unbiased estimates of mean and variance. conditions Accessor functions for the 'conditions' information in a CountDataSet object. counts Accessors for the 'counts' slot of a CountDataSet object. dispTable Accessor function for the dispTable information in a CountDataSet estimateDispersions Estimate and fit dispersions for a CountDataSet. estimateSizeFactors Estimate the size factors for a CountDataSet estimateSizeFactorsForMatrix Low-level function to estimate size factors with robust regression. estimateVarianceFunctions REMOVED fitInfo Accessor function for the fitInfo objects in a CountDataSet fitNbinomGLMs Fit a generalized linear model (GLM) for each gene. fitNbinomGLMsForMatrix Fit negative binomial GLMs to a count matrix. getBaseMeansAndVariances Perform row-wise estimates of base-level means and variances for count data. getVarianceStabilizedData Apply a variance stabilizing transformation (VST) to the count data makeExampleCountDataSet make a simple example CountDataSet with random data nbinomGLMTest Perform chi-squared tests comparing two sets of GLM fits nbinomTest Test for differences between the base means for two conditions nbinomTestForMatrices Perform row-wise tests for differences between the base means of two count matrices. nbkd.sf GLM family for a negative binomial with known dispersion and log link with size factors newCountDataSet Create a CountDataSet object newCountDataSetFromHTSeqCount Create a new CountDataSet from count files generated with htseq-count plotDispEsts Plot dispersion estimates and fitted values plotMA Makes a so-called "MA-plot" plotPCA Sample PCA plot from variance-stabilized data residualsEcdfPlot REMOVED scvPlot REMOVED sizeFactors Accessor functions for the 'sizeFactors' information in a CountDataSet object. varianceFitDiagnostics REMOVED