Covariance prior via lkj_corr_cholesky

Welcome to the forums! The default construction of covariance matrices in Stan can lead with high probability to numerical issues at initialization when the matrices are large. Fortunately, there are good ways to construct/initialize these matrices that avoid problems. This post and the links therein are a good place to start: