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iFad (version 2.0)
An integrative factor analysis model for drug-pathway
association inference
Description
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.