icbn 0.2-13 – Isotonic Regression Conjunctive Bayesian Network models

icbn 0.2-13

:: DESCRIPTION

icbn is an R package icbn implements algorithms for parameter estimation and model selection for Isotonic Conjunctive Bayesian Network (I-CBN) models. I-CBNs combine isotonic regression on a partially ordered set with CBNs for estimating order constraints among events. The model has been developed to jointly estimate mutational order constraints among genetic events and a genotype-phenotype mapping (such as a fitness landscape) that is non-decreasing along the lattice of genotypes.

::DEVELOPER

:: SCREENSHOTS

N/A

:: REQUIREMENTS

:: DOWNLOAD

 icbn

:: MORE INFORMATION

Citation

Beerenwinkel N, Knupfer P, Tresch A (2011).
Learning monotonic genotype-phenotype maps.
Stat Appl Genet Mol Biol, Vol. 10, Iss. 1, Art. 3.

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