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Sparse Pairwise Likelihood Estimation for Multivariate Longitudinal Mixed Models

Sparse Pairwise Likelihood Estimation for Multivariate Longitudinal Mixed Models

It is becoming increasingly common in longitudinal studies to collect and analyze data on multiple responses. For example, in the social sciences we may be interested in uncovering the factors driving mental health of individuals over time, where mental health is measured using a set of questionnaire items. One approach …