cubfits (version 0.1-2)

Codon Usage Bias Fits

Description

Estimating mutation and selection coefficients on synonymous codon bias usage based on models of ribosome overhead cost (ROC). Multinomial logistic regression and Markov Chain Monte Carlo are used to estimate and predict protein production rates with/without the presence of expressions and measurement errors. Work flows with examples for simulation, estimation and prediction processes are also provided with parallelization speedup. The whole framework is tested with yeast genome and gene expression data of Yassour (2009).

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Install

install.packages('cubfits')

Monthly Downloads

755

Version

0.1-2

License

Mozilla Public License 2.0

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Last Published

January 24th, 2016

Functions in cubfits (0.1-2)