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scoup

Simulate Codons with Darwinian Selection Modelled as an OU Process

Bioconductor version: 3.23 · Package version: 1.6.0

An elaborate molecular evolutionary framework that facilitates straightforward simulation of codon genetic sequences subjected to different degrees and/or patterns of Darwinian selection. The model is built upon the fitness landscape paradigm of Sewall Wright, as popularised by the mutation-selection model of Halpern and Bruno. This enables realistic evolutionary process of living organisms to be reproducible seamlessly. For example, an Ornstein-Uhlenbeck fitness update algorithm is incorporated herein. Consequently, otherwise complex biological processes, such as the effect of the interplay between genetic drift and fitness landscape fluctuations on the inference of diversifying selection, may now be investigated with minimal effort. Frequency-dependent and stochastic fitness landscape update techniques are available.

Installation

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("scoup")

Details

MaintainerHassan Sadiq <hassan.t.sadiq@gmail.com>
AuthorHassan Sadiq [aut, cre, cph] (ORCID: <https://orcid.org/0000-0003-0192-7134>)
LicenseGPL (>= 2)
URLhttps://github.com/thsadiq/scoup
Bug Reportshttps://github.com/thsadiq/scoup/issues
Downloads rank163
Source branchRELEASE_3_23
biocViewsAlignment, Classification, ComparativeGenomics, DataImport, Genetics, MathematicalBiology, ResearchField, SequenceMatching, Sequencing, Software, StatisticalMethod, WorkflowStep

Documentation

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Dependencies

Depends: R (>= 4.4), Matrix

Imports: Biostrings, methods

Suggests: BiocManager, BiocStyle, bookdown, htmltools, knitr, testthat (>= 3.0.0), yaml