Multilevel multivariate modelling of childhood growth, numbers of growth measurements and adult characteristics
Goldstein, Harvey and Kounali, Daphne (2009) Multilevel multivariate modelling of childhood growth, numbers of growth measurements and adult characteristics. Journal of the Royal Statistical Society Series A: Statistics in Society, 172 (3). pp. 599-613. ISSN 0964-1998
Full text not available from this repository.Abstract
A general latent normal model for multilevel data with mixtures of response types
is extended in the case of ordered responses to deal with variates having a large number of
categories and including count data. An example is analysed by using repeated measures data
on child growth and adult measures of body mass index and glucose. Applications are described
that are concerned with the flexible prediction of adult measurements from collections of growth
measurements and for studying the relationship between the number of measurement occasions
and growth trajectories.
| Item Type: | Article |
|---|---|
| Uncontrolled Keywords: | Latent normal model; Mixed response types; Multilevel; Multivariate multilevel model; Ordered categories; Ordered probit model; Poisson latent normal transformation; Prediction |
| Subjects: | 5. Quantitative Data Handling and Data Analysis > 5.6 Multilevel Modelling 5. Quantitative Data Handling and Data Analysis > 5.17 Quantitative Approaches (other) |
| Depositing User: | LEMMA user |
| Date Deposited: | 04 Dec 2011 15:39 |
| Last Modified: | 14 Jul 2021 13:55 |
| URI: | https://eprints.ncrm.ac.uk/id/eprint/1970 |
| DOI: | 10.1111/j.1467-985X.2008.00576.x |
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