FacPad (3.0)

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Bayesian Sparse Factor Analysis model for the inference of pathways responsive to drug treatment.


This method tries to explain the gene-wise treatment response ratios in terms of the latent pathways. It uses bayesian sparse factor modeling to infer the loadings (weights) of each pathway on its associated probesets as well as the latent factor activity levels for each treatment.

Maintainer: Haisu Ma
Author(s): Haisu Ma

License: GPL (>= 2)

Uses: MASS, Rlab

Released over 5 years ago.

2 previous versions



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