O'Reilly logo

R in a Nutshell, 2nd Edition by Joseph Adler

Stay ahead with the world's most comprehensive technology and business learning platform.

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, tutorials, and more.

Start Free Trial

No credit card required

Key Bioconductor Packages

The Bioconductor repository contains over 300 packages for working with genetic data. Below is a list of some popular packages, with short descriptions of the classes and functions that they contain.

CategoryPackageDescription
Loading, pre-processingaCGHClasses and functions for array comparative genomic hybridization data. Functions for reading aCGH data from image analysis output files and clone information files and for creating aCGH S3 objects for storing these data. Basic methods for accessing/replacing, subsetting, printing, and plotting aCGH objects.
affyMethods for Affymetrix oligonucleotide arrays. Includes class definitions for representing microarray data. Also includes methods for importing data, quality control, and normalization.
affyQCReportA package to generate QC reports for Affymetrix array data.
arrayQualityFunctions for performing print-run and array-level quality assessment.
gcrmaBackground adjustment using sequence information. The main function gcrma converts background-adjusted probe intensities to expression measures using the same normalization and summarization methods as RMA (robust multiarray average).
limmalimma is an R package for the analysis of gene expression microarray data, especially the use of linear models for analyzing designed experiments and the assessment of differential expression.
lumiFunctions to preprocess Illumina microarray (BeadArray) data. It includes functions of Illumina data input, quality control, variance ...

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, interactive tutorials, and more.

Start Free Trial

No credit card required