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Flexible Link Functions in Nonparametric Binary Regression with Gaussian Process Priors

In many scientific fields, it is a common practice to collect a sequence of 0-1 binary responses from a subject across time, space, or a collection of covariates. Researchers are interested in finding out how the expected binary outcome is related to covariates, and aim at better prediction in the f...

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Dades bibliogràfiques
Publicat a:Biometrics
Autors principals: Li, Dan, Wang, Xia, Lin, Lizhen, Dey, Dipak K.
Format: Artigo
Idioma:Inglês
Publicat: 2015
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4914475/
https://ncbi.nlm.nih.gov/pubmed/26686333
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.12462
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