TWIGS – Three-Way module Inference via Gibbs Sampling

TWIGS

:: DESCRIPTION

TWIGS is a tool for advanced analysis of three-way data (e.g., patient-gene-time in gene expression or subject-voxel-time in fMRI). TWIGS identifies both core modules that appear in multiple patients and patient-specific augmentations of these core modules that contain additional genes.

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::DEVELOPER

Ron Shamir’s lab

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Windows/Linux/ MacOsX
  • R

:: DOWNLOAD

 TWIGS

:: MORE INFORMATION

Citation

A hierarchical Bayesian model for flexible module discovery in three-way time-series data.
Amar D, Yekutieli D, Maron-Katz A, Hendler T, Shamir R.
Bioinformatics. 2015 Jun 15;31(12):i17-i26. doi: 10.1093/bioinformatics/btv228.

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