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Bayesian mixed‐effects location and scale models for multivariate longitudinal outcomes: an application to ecological momentary assessment data |
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| Authors: | Kush Kapur Xue Li Emily A. Blood Donald Hedeker |
| Affiliation: | 1. Clinical Research Center and Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, U.S.A.;2. Cooperative Studies Program Coordinating Center, Hines VA Hospital, Hines, U.S.A.;3. Division of Biostatistics, Community and Family Medicine, Geisel School of Medicine at Dartmouth, Hanover, U.S.A.;4. Department of Health Studies, The University of Chicago Biological Sciences, Chicago, U.S.A. |
| Abstract: | |
| Keywords: | multivariate outcomes joint models mixed‐effects location scale model spherical transformation Gibbs sampling |