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lapmix: Laplace Mixture Model in Microarray Experiments

Laplace mixture modelling of microarray experiments. A hierarchical Bayesian approach is used, and the hyperparameters are estimated using empirical Bayes. The main purpose is to identify differentially expressed genes.

lapmix example

Vignettes Man pages API and functions Files

Package details
Author	Yann Ruffieux, contributions from Debjani Bhowmick, Anthony C. Davison, and Darlene R. Goldstein
Bioconductor views	DifferentialExpression Microarray OneChannel
Maintainer	Yann Ruffieux <yann.ruffieux@epfl.ch>
License	GPL (>= 2)
Version	1.56.0
URL	http://www.r-project.org http://www.bioconductor.org http://stat.epfl.ch
Package repository	View on Bioconductor
Installation	Install the latest version of this package by entering the following in R: `if (!requireNamespace("BiocManager", quietly = TRUE)) install.packages("BiocManager") BiocManager::install("lapmix")`