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...
| Veröffentlicht in: | Journal of applied statistics. - 1991. - 48(2021), 8 vom: 25., Seite 1513-1526 |
|---|---|
| 1. Verfasser: | |
| Weitere Verfasser: | |
| Format: | Online-Aufsatz |
| Sprache: | English |
| Veröffentlicht: |
2021
|
| Zugriff auf das übergeordnete Werk: | Journal of applied statistics |
| Schlagworte: | Journal Article Fused lasso Linear mixed effect model Longitudinal analysis Regularization Time-varying fixed effect |
| Online verfügbar |
Volltext |