Time Varying Mixed Effects Model with Fused Lasso Regularization
The associations between covariates and the outcomes often vary over time, regardless of whether the covariate is time-varying or time-invariant. For example, we hypothesize that the impact of chronic diseases, such as diabetes and heart disease, on people's physical functions differ with aging...
| Publié dans: | Journal of applied statistics. - 1991. - 48(2021), 8 vom: 25., Seite 1513-1526 |
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| Format: | Article en ligne |
| Langue: | English |
| Publié: |
2021
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| Accès à la collection: | Journal of applied statistics |
| Sujets: | Journal Article Fused lasso Linear mixed effect model Longitudinal analysis Regularization Time-varying fixed effect |
| Accès en ligne |
Volltext |