MTGSAM 1.11 – Multiple-Trait Gibbs Sampler for Animal Models

MTGSAM 1.11

:: DESCRIPTION

MTGSAM is a multiple-trait Gibbs sampler for animal models

::DEVELOPER

Animal Genomics and Improvement Laboratory, Agricultural Research Service, USDA

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Linux / Windows

:: DOWNLOAD

 MTGSAM

:: MORE INFORMATION

Citation

J Anim Sci. 1996 Nov;74(11):2586-97.
Multiple-trait Gibbs sampler for animal models: flexible programs for Bayesian and likelihood-based (co)variance component inference.
Van Tassell CP1, Van Vleck LD.

GISMO 2.0 – Gibbs Sampler for Multi-alignment Optimization

GISMO 2.0

:: DESCRIPTION

GISMO is a Bayesian Markov chain Monte Carlo (MCMC) sampler for protein multiple sequence alignment (MSA)

::DEVELOPER

GISMO team

:: REQUIREMENTS

  • Linux

:: DOWNLOAD

 GISMO

:: MORE INFORMATION

Citation

Bayesian Top-Down Protein Sequence Alignment with Inferred Position-Specific Gap Penalties.
Neuwald AF, Altschul SF.
PLoS Comput Biol. 2016 May 18;12(5):e1004936. doi: 10.1371/journal.pcbi.1004936.

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.

::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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