Literature DB >> 20671802

AN ASYMPTOTIC SAMPLING FORMULA FOR THE COALESCENT WITH RECOMBINATION.

Paul A Jenkins1, Yun S Song.   

Abstract

Ewens sampling formula (ESF) is a one-parameter family of probability distributions with a number of intriguing combinatorial connections. This elegant closed-form formula first arose in biology as the stationary probability distribution of a sample configuration at one locus under the infinite-alleles model of mutation. Since its discovery in the early 1970s, the ESF has been used in various biological applications, and has sparked several interesting mathematical generalizations. In the population genetics community, extending the underlying random-mating model to include recombination has received much attention in the past, but no general closed-form sampling formula is currently known even for the simplest extension, that is, a model with two loci. In this paper, we show that it is possible to obtain useful closed-form results in the case the population-scaled recombination rate ρ is large but not necessarily infinite. Specifically, we consider an asymptotic expansion of the two-locus sampling formula in inverse powers of ρ and obtain closed-form expressions for the first few terms in the expansion. Our asymptotic sampling formula applies to arbitrary sample sizes and configurations.

Entities:  

Year:  2010        PMID: 20671802      PMCID: PMC2910927          DOI: 10.1214/09-AAP646

Source DB:  PubMed          Journal:  Ann Appl Probab            Impact factor:   1.872


  16 in total

1.  Estimation of population parameters and recombination rates from single nucleotide polymorphisms.

Authors:  R Nielsen
Journal:  Genetics       Date:  2000-02       Impact factor: 4.562

2.  Two-locus sampling distributions and their application.

Authors:  R R Hudson
Journal:  Genetics       Date:  2001-12       Impact factor: 4.562

3.  Estimating recombination rates from population genetic data.

Authors:  P Fearnhead; P Donnelly
Journal:  Genetics       Date:  2001-11       Impact factor: 4.562

4.  Ewens' sampling formula and related formulae: combinatorial proofs, extensions to variable population size and applications to ages of alleles.

Authors:  Robert C Griffiths; Sabin Lessard
Journal:  Theor Popul Biol       Date:  2005-11       Impact factor: 1.570

5.  Bayesian inference of fine-scale recombination rates using population genomic data.

Authors:  Ying Wang; Bruce Rannala
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2008-12-27       Impact factor: 6.237

6.  Closed-form two-locus sampling distributions: accuracy and universality.

Authors:  Paul A Jenkins; Yun S Song
Journal:  Genetics       Date:  2009-09-07       Impact factor: 4.562

7.  IMPORTANCE SAMPLING AND THE TWO-LOCUS MODEL WITH SUBDIVIDED POPULATION STRUCTURE.

Authors:  Robert C Griffiths; Paul A Jenkins; Yun S Song
Journal:  Adv Appl Probab       Date:  2008-06-01       Impact factor: 0.690

8.  Ancestral inference from samples of DNA sequences with recombination.

Authors:  R C Griffiths; P Marjoram
Journal:  J Comput Biol       Date:  1996       Impact factor: 1.479

9.  The sampling distribution of linkage disequilibrium under an infinite allele model without selection.

Authors:  R R Hudson
Journal:  Genetics       Date:  1985-03       Impact factor: 4.562

10.  The fine-scale structure of recombination rate variation in the human genome.

Authors:  Gilean A T McVean; Simon R Myers; Sarah Hunt; Panos Deloukas; David R Bentley; Peter Donnelly
Journal:  Science       Date:  2004-04-23       Impact factor: 47.728

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  12 in total

1.  A principled approach to deriving approximate conditional sampling distributions in population genetics models with recombination.

Authors:  Joshua S Paul; Yun S Song
Journal:  Genetics       Date:  2010-06-30       Impact factor: 4.562

2.  Partitioning, duality, and linkage disequilibria in the Moran model with recombination.

Authors:  Mareike Esser; Sebastian Probst; Ellen Baake
Journal:  J Math Biol       Date:  2015-11-06       Impact factor: 2.259

3.  Closed-form two-locus sampling distributions: accuracy and universality.

Authors:  Paul A Jenkins; Yun S Song
Journal:  Genetics       Date:  2009-09-07       Impact factor: 4.562

4.  Inferring Demographic History Using Two-Locus Statistics.

Authors:  Aaron P Ragsdale; Ryan N Gutenkunst
Journal:  Genetics       Date:  2017-04-16       Impact factor: 4.562

5.  The stationary distribution of a sample from the Wright-Fisher diffusion model with general small mutation rates.

Authors:  Conrad J Burden; Robert C Griffiths
Journal:  J Math Biol       Date:  2018-11-13       Impact factor: 2.259

6.  CLOSED-FORM ASYMPTOTIC SAMPLING DISTRIBUTIONS UNDER THE COALESCENT WITH RECOMBINATION FOR AN ARBITRARY NUMBER OF LOCI.

Authors:  Anand Bhaskar; Yun S Song
Journal:  Adv Appl Probab       Date:  2012-06       Impact factor: 0.690

7.  APPROXIMATE SAMPLING FORMULAS FOR GENERAL FINITE-ALLELES MODELS OF MUTATION.

Authors:  Anand Bhaskar; John A Kamm; Yun S Song
Journal:  Adv Appl Probab       Date:  2012-06       Impact factor: 0.690

8.  Two-Locus Likelihoods Under Variable Population Size and Fine-Scale Recombination Rate Estimation.

Authors:  John A Kamm; Jeffrey P Spence; Jeffrey Chan; Yun S Song
Journal:  Genetics       Date:  2016-05-10       Impact factor: 4.562

9.  TRACTABLE DIFFUSION AND COALESCENT PROCESSES FOR WEAKLY CORRELATED LOCI.

Authors:  Paul A Jenkins; Paul Fearnhead; Yun S Song
Journal:  Electron J Probab       Date:  2016-06-04       Impact factor: 1.151

10.  PADÉ APPROXIMANTS AND EXACT TWO-LOCUS SAMPLING DISTRIBUTIONS.

Authors:  Paul A Jenkins; Yun S Song
Journal:  Ann Appl Probab       Date:  2012-04-01       Impact factor: 1.872

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