We present a new approach for estimation of the population-scaled mutation rate, , from microsatellite genotype data, using the recently introduced "product of approximate conditionals" framework. Comparisons with other methods on simulated data demonstrate that this new approach is attractive in terms of both accuracy and speed of computation. Our simulation experiments also demonstrate that, despite the theoretical advantages of full-likelihood-based methods, methods based on certain summary statistics (specifically, the sample homozygosity) can perform very competitively in practice.
Fast and accurate estimation of the population-scaled mutation rate, theta, from microsatellite genotype data. Publishing Authors By Initials
Fast and accurate estimation of the population-scaled mutation rate, theta, from microsatellite genotype data. Journal Published:
PUBLICATION TYPE: Research Support, N.I.H., Extr
Journal: Genetics
VOLUME: 176
Page Numbers: 1363-6
Journal Abbreviation: Genetics
ISSN: 0016-6731
DAY: 3
MONTH: Jun
YEAR: 2007
Fast and accurate estimation of the population-scaled mutation rate, theta, from microsatellite genotype data. Information
Number of References:
LANGUAGE: eng
NlmUniqueID: 374636
Fast and accurate estimation of the population-scaled mutation rate, theta, from microsatellite genotype data. Keywords Mesh Terms:
KEYWORDS: Variation (Genetics)
MESH TERMS: genetics
Chemical & Substance for Abstract: Fast and accurate estimation of the population-scaled mutation rate, theta, from microsatellite genotype data. Information
Substance Name:
Registry Number:
Grant and Affiliation Information for Fast and accurate estimation of the population-scaled mutation rate, theta, from microsatellite genotype data.
AFFILIATION: Department of Statistics, University of Washington, Seattle, Washington 98195-4322, USA. aroy@fas.harvard.edu
Country: United States
AGENCY: United States NHGRI
GRANT: HG/LM02585
ACRONYM: HG
MEDLINETA: Genetics
REFSOURCE:
DATABASENAME:
ACCESSION NUMBER:
Number Hits: 0
Fast and accurate estimation of the population-scaled mutation rate, theta, from microsatellite genotype data Related Publications