Article
Bayesian multilocus association mapping on ordinal and censored traits and its application to the analysis of genetic variation among Oryza sativa L. germplasms.
TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik - 1 Mar 2009
Iwata Hiroyoshi, Ebana Kaworu, Fukuoka Shuichi, Jannink Jean-Luc, Hayashi Takeshi
Abstract excerpt
Association mapping can be a powerful tool for detecting quantitative trait loci (QTLs) without requiring line-crossing experiments. We previously proposed a Bayesian approach for simultaneously mapping multiple QTLs by a regression method that directly incorporates estimates of the population structure. In the present study, we extended our method to analyze ordinal and censored traits, since both types of...
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