Xu, Jing; Mackenzie, Gilbert - In: Biometrika 99 (2012) 3, pp. 649-662
It can be more challenging to efficiently model the covariance matrices for multivariate longitudinal data than for the univariate case, due to the correlations arising between multiple responses. The positive-definiteness constraint and the high dimensionality are further obstacles in...