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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. How...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:J Appl Stat
Prif Awduron: Yu, Jaehong, Zhong, Hua
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Taylor & Francis 2020
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC8259314/
https://ncbi.nlm.nih.gov/pubmed/34239218
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/02664763.2020.1791805
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