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Generalized Functional Linear Models with Semiparametric Single-Index Interactions

We introduce a new class of functional generalized linear models, where the response is a scalar and some of the covariates are functional. We assume that the response depends on multiple covariates, a finite number of latent features in the functional predictor, and interaction between the two. To...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: Li, Yehua, Wang, Naisyin, Carroll, Raymond J.
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2010
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC2915777/
https://ncbi.nlm.nih.gov/pubmed/20689644
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jasa.2010.tm09313
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