Bayesian hierarchical regression models for detecting QTLs in plant experiments

DOI10.1080/02664760802005910zbMath1169.62312OpenAlexW1989163295MaRDI QIDQ3532716

Susan J. Simmons, Ann E. Stapleton, Haikun Bao, Edward L. Boone

Publication date: 28 October 2008

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664760802005910

zbMATH Keywords

Bayesian statisticsBayesian model averaginghierarchical modelsquantitative trait locirecombinant inbred lines

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Linear inference, regression (62J99) Genetics and epigenetics (92D10)

Related Items (2)

Bayesian Model Averaging: A Systematic Review and Conceptual Classification ⋮ A frequentist assessment of Bayesian inclusion probabilities for screening predictors

Cites Work

• Analyzing quantitative trait loci for the Arabidopsis Thaliana using Markov chain Monte Carlo model composition with restricted and unrestricted model spaces
• A Model Selection Approach for the Identification of Quantitative Trait Loci in Experimental Crosses

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