keywords EM algorithm Growth curve model HEART Longitudinal analysis MAXIMUM-LIKELIHOOD Mathematics Matrix estimation Multivariate skew normal distribution PARAMETERS Physical Sciences Primary RESIDUALS Science & Technology Secondary Statistics & Probability