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 to analyzing such multi-dimensional data is multivariate mixed models, an extension of the standard univariate mixed model to handle multiple responses. Estimating multivariate...[Show more]
|Collections||ANU Research Publications|
|Source:||Journal of the American Statistical Association|
|Access Rights:||Open Access|
|ms-aples7.pdf||306.8 kB||Adobe PDF|
Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.