Surrogate Variable Analysis (SVA)
The sva package contains functions for removing batch effects and other unwanted variation in high-throughput experiment. Specifically, the sva package contains functions for the identifying and building surrogate variables for high-dimensional data sets. Surrogate variables are covariates constr...Tags: RNA-seq, Genomics, R, Bioconductor
3472 days ago
Statistics Using R with Biological Examples
This book is a manifestation of my desire to teach researchers in biology a bit more about statistics than an ordinary introductory course covers and to introduce the utilization of R as a tool for analyzing their data. My goal is to reach those with little or no training in higher level statisti...Tags: Bioinformatics, R, Stats, Biology, Book, BioConductor, NGS
2528 days ago