Structured prior distributions for the covariance matrix in latent factor models

Sarah Elizabeth Heaps, Ian Hyla Jermyn

Factor models are widely used for dimension reduction in the analysis of multivariate data. This is achieved through decomposition of a p x p covariance matrix into the sum of two…