A Monte Carlo method for Bayesian analysis of linkage between single markers and quantitative trait loci. I. Methodology

Paloma Salvadores Fuentes, Francisco M. Sánchez Lozano, Raquel Jiménez Fernández · Theoretical and Applied Genetics · 1996

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Summary

A Bayesian approach to the statistical mapping of Quantitative Trait Loci (QTLs) using single markers was implemented via Markov Chain Monte Carlo algorithms for parameter estimation and hypothesis testing.

Type: article
Published: 1996-11-01
Cited by: 10
References: 34
DOI: https://doi.org/10.1007/bf00230141
PubMed: https://pubmed.ncbi.nlm.nih.gov/24162497/
OpenAlex: https://openalex.org/W24162497
Semantic Scholar: https://api.semanticscholar.org/CorpusID:19820561

Keywords

Nursing care, Medicine, Nursing

References

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Precision mapping of quantitative trait loci.Zhao‐Bang Zeng — 1994
Maximum likelihood analysis of rare binary traits under different modes of inheritance.Georg Thaller, L. Dempfle, Ina Hoeschele — 1996
Bayesian analysis of linkage between genetic markers and quantitative trait loci. I. Prior knowledgeIna Hoeschele, P.M. VanRaden — 1993
A Monte Carlo method for Bayesian analysis of linkage between single markers and quantitative trait loci. II. A simulation studyGeorg Thaller, Ina Hoeschele — 1996
A mixed model for analyses of data on multiple genetic markersMichael E. Goddard — 1992
Marker assisted selection using best linear unbiased predictionRohan L. Fernando, Michael Grossman — 1989
A Gibbs sampling approach to linkage analysis.Duncan C. Thomas, Victoria K. Cortessis — 1992
A note on local maxima in maximum likelihood, restricted maximum likelihood, and baysian estimation of variance componentsIna Hoeschele — 1989
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Marginal inferences about variance components in a mixed linear model using Gibbs samplingWang Cs, JJ Rutledge, Daniel Gianola — 1993
Bayesian analysis of linkage between genetic markers and quantitative trait loci. II. Combining prior knowledge with experimental evidenceIna Hoeschele, P.M. VanRaden — 1993
Application of Gibbs sampling for inference in a mixed major gene-polygenic inheritance model in animal populationsLuc Janss, R. Thompson, A. M. Van Arendonk — 1995
Evaluation of likelihood ratios for complex genetic models.E. A. Thompson, Sun Guo — 1991
Meta-analysis for 2 x 2 tables: a Bayesian approach.John B. Carlin — 1992
SIMULATING RATIOS OF NORMALIZING CONSTANTS VIA A SIMPLE IDENTITY: A THEORETICAL EXPLORATIONXiao‐Li Meng, Wing Hung Wong — 1996
Understanding the Metropolis-Hastings AlgorithmSiddhartha Chib, Edward Greenberg — 1995

Cited by

A Monte Carlo method for Bayesian analysis of linkage between single markers and quantitative trait loci. II. A simulation studyGeorg Thaller, Ina Hoeschele — 1996
Bayesian MCMC Mapping of Quantitative Trait Loci in a Half‐sib Design: a Graphical Model PerspectiveNuala A. Sheehan, B. Gulbrandtsen, Mogens Sandø Lund — 2002
Detection of multiple QTL with epistatic effects under a mixed inheritance model in an outbred populationAkira Narita, Yoshiyuki Sasaki — 2004
Evaluating the performance of a block updating MCMC sampler in a simple genetic applicationNuala A. Sheehan, Bernt Guldbrandtsen, Daniel Sørensen — 2007
What Holds the Future of Quantitative Genetics? - A ReviewChaeyoung Lee — 2002
An extended mixed inheritance model for detecting major genes affecting quantitative traitsJ. Shrivastava — 2005
Bayesian analysis of multilocus association in quantitative and qualitative traitsRiika Kilpikari, Mikko J. Sillanpää — 2003
The LASSO linear mixed model for mapping quantitative trait lociScott D. Foster — 2006
QTL analysis in livestock.João Luís Rocha, Daniel Pomp, L.D. Van Vleck — 2002
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