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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...
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| Main Authors: | , , |
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| פורמט: | Artigo |
| שפה: | Inglês |
| יצא לאור: |
2010
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| נושאים: | |
| גישה מקוונת: | 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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