ComBat Adjust for batch effects using an empirical Bayes framework empirical.controls A function for estimating the probability that each gene is an empirical control f.pvalue A function for quickly calculating f statistic p-values for use in sva fstats A function for quickly calculating f statistics for use in sva fsva A function for performing frozen surrogate variable analysis as proposed in Parker, Corrada Bravo and Leek 2013 irwsva.build A function for estimating surrogate variables by estimating empirical control probes num.sv A function for calculating the number of surrogate variables to estimate in a model psva A function for estimating surrogate variables with the two step approach of Leek and Storey 2007 qsva A function for computing quality surrogate variables (qSVs) read.degradation.matrix A function for reading in coverage data from degradation-susceptible regions ssva A function for estimating surrogate variables using a supervised approach sva sva: a package for removing artifacts from microarray and sequencing data sva.check A function for post-hoc checking of an sva object to check for degenerate cases. svaseq A function for estimating surrogate variables for count based RNA-seq data. twostepsva.build A function for estimating surrogate variables with the two step approach of Leek and Storey 2007