Literature DB >> 31975169

Coalescent Simulation with msprime.

Jerome Kelleher1, Konrad Lohse2.   

Abstract

Coalescent simulation is a fundamental tool in modern population genetics. The msprime library provides unprecedented scalability in terms of both the simulations that can be performed and the efficiency with which the results can be processed. We show how coalescent models for population structure and demography can be constructed using a simple Python API, as well as how we can process the results of such simulations to efficiently calculate statistics of interest. We illustrate msprime's flexibility by implementing a simple (but functional) approximate Bayesian computation inference method in just a few tens of lines of code.

Entities:  

Keywords:  Coalescent theory; Population genetics; Python; Simulation

Mesh:

Year:  2020        PMID: 31975169     DOI: 10.1007/978-1-0716-0199-0_9

Source DB:  PubMed          Journal:  Methods Mol Biol        ISSN: 1064-3745


  4 in total

1.  Haplotype and population structure inference using neural networks in whole-genome sequencing data.

Authors:  Jonas Meisner; Anders Albrechtsen
Journal:  Genome Res       Date:  2022-07-06       Impact factor: 9.438

2.  Efficient ancestry and mutation simulation with msprime 1.0.

Authors:  Franz Baumdicker; Gertjan Bisschop; Daniel Goldstein; Graham Gower; Aaron P Ragsdale; Georgia Tsambos; Sha Zhu; Bjarki Eldon; E Castedo Ellerman; Jared G Galloway; Ariella L Gladstein; Gregor Gorjanc; Bing Guo; Ben Jeffery; Warren W Kretzschumar; Konrad Lohse; Michael Matschiner; Dominic Nelson; Nathaniel S Pope; Consuelo D Quinto-Cortés; Murillo F Rodrigues; Kumar Saunack; Thibaut Sellinger; Kevin Thornton; Hugo van Kemenade; Anthony W Wohns; Yan Wong; Simon Gravel; Andrew D Kern; Jere Koskela; Peter L Ralph; Jerome Kelleher
Journal:  Genetics       Date:  2022-03-03       Impact factor: 4.402

3.  XSI - A genotype compression tool for compressive genomics in large biobanks.

Authors:  Rick Wertenbroek; Simone Rubinacci; Ioannis Xenarios; Yann Thoma; Olivier Delaneau
Journal:  Bioinformatics       Date:  2022-06-24       Impact factor: 6.931

4.  fastsimcoal2: demographic inference under complex evolutionary scenarios.

Authors:  Laurent Excofffier; Nina Marchi; David Alexander Marques; Remi Matthey-Doret; Alexandre Gouy; Vitor C Sousa
Journal:  Bioinformatics       Date:  2021-06-23       Impact factor: 6.937

  4 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.