TY - JOUR PY - 2009// TI - A longitudinal study of children's aggressive behaviours based on multivariate mixed models with incomplete data JO - Canadian journal of statistics A1 - Wu, Lang A1 - Liu, Wei A1 - Liu, Juxin SP - 435 EP - 452 VL - 37 IS - 3 N2 - The authors consider children's behavioural and emotional problems and their relationships with possible predictors. They propose a multivariate transitional mixed-effects model for a longitudinal study and simultaneously address non-ignorable missing data in responses and covariates, measurement errors in covariates, and multivariate modelling of the responses and covariate processes. A real dataset is analysed in details using the proposed method with some interesting results. The Canadian Journal of Statistics 37: 435–452; 2009 © 2009 Statistical Society of Canada
LA - SN - 0319-5724 UR - http://dx.doi.org/10.1002/cjs.10024 ID - ref1 ER -