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BiMM tree: A decision tree method for modeling clustered and longitudinal binary outcomes

Clustered binary outcomes are frequently encountered in clinical research (e.g. longitudinal studies). Generalized linear mixed models (GLMMs) for clustered endpoints have challenges for some scenarios (e.g. data with multi-way interactions and nonlinear predictors unknown a priori). We develop an a...

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Dades bibliogràfiques
Publicat a:Commun Stat Simul Comput
Autors principals: Speiser, Jaime Lynn, Wolf, Bethany J., Chung, Dongjun, Karvellas, Constantine J., Koch, David G., Durkalski, Valerie L.
Format: Artigo
Idioma:Inglês
Publicat: 2018
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7202553/
https://ncbi.nlm.nih.gov/pubmed/32377032
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/03610918.2018.1490429
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