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RISA two step Bayesian approach for genomic prediction of breeding values
Year: 2012
Abstract:
Background
In genomic models that assign an individual variance to each marker, the contribution of one marker to the posterior distribution of the marker variance is only one degree of freedom (df), which introduces ...
A Bayesian variable selection procedure to rank overlapping gene sets
Year: 2012
Abstract:
Background
Genome-wide expression profiling using microarrays or sequence-based technologies allows us to identify genes and genetic pathways whose expression patterns influence complex traits. Different methods to ...
Accounting for breed origin of alleles increase accuracy of genomic prediction in admixed populations
Year: 2018
Abstract:
In admixed populations, markers may be associated to different QTL depending on the origin of a given genomic segment. The goal of this study was to investigate if taking into account of the breed origin of alleles in a ...