Models of random sparse eigenmatrices matrices and Bayesian analysis of multivariate structure

Andrew J. Cron, Mike West

We discuss probabilistic models of random covariance structures defined by distributions over sparse eigenmatrices. The decomposition of orthogonal matrices in terms of Givens rota…