iFad: An integrative factor analysis model for drug-pathway association inference
Version 3.0

This package implements a Bayesian sparse factor model for the joint analysis of paired datasets, one is the gene expression dataset and the other is the drug sensitivity profiles, measured across the same panel of samples, e.g., cell lines. Prior knowledge about gene-pathway associations can be easily incorporated in the model to aid the inference of drug-pathway associations.

Package details

AuthorHaisu Ma <[email protected]>
Date of publication2014-03-27 23:58:34
MaintainerHaisu Ma <[email protected]>
LicenseGPL (>= 2)
Version3.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("iFad")

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iFad documentation built on May 29, 2017, 8:31 p.m.