Article
Bayesian association mapping of multiple quantitative trait loci and its application to the analysis of genetic variation among Oryza sativa L. germplasms.
TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik - 1 May 2007
Iwata Hiroyoshi, Uga Yusaku, Yoshioka Yosuke, Ebana Kaworu, Hayashi Takeshi
Abstract excerpt
One way to use a crop germplasm collection directly to map QTLs without using line-crossing experiments is the whole genome association mapping. A major problem with association mapping is the presence of population structure, which can lead to both false positives and failure to detect genuine associations (i.e., false negatives). Particularly in highly selfing species such as Asian cultivated rice, high levels...
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