A singular value decomposition Bayesian multiple-trait and multiple-environment genomic model

Abstract

In this paper, we propose a two-stage analysis for multiple-trait data; in the first stage, we perform a singular value decomposition (SVD) on the resulting matrix of traits responses, and in the second stage, multiple trait analysis on transformed responses is performed. We use simulated as well as wheat and maize data sets