In this paper we outline an alternative derivation of the square-root-free Cholesky decomposition of P - pp' based on square-root-free variants of a standard algorithm in statistical computing.

We propose new regression models for parameterizing covariance structures in longitudinal data analysis. Using a novel Cholesky factor, the entries in this decomposition have a moving average and ...