A bayesian mixed regression based prediction of quantitative traits from molecular marker and gene expression data.

Both molecular marker and gene expression data were considered alone as well as jointly to serve as additive predictors for two pathogen-activity-phenotypes in real recombinant inbred lines of soybean. For unobserved phenotype prediction, we used a bayesian hierarchical regression modeling, where th...

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Bibliographic Details
Main Authors: Madhuchhanda Bhattacharjee, Mikko J Sillanpää
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2011-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3210128?pdf=render