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Nonparametric binary regression using a Gaussian process prior

✍ Scribed by Nidhan Choudhuri; Subhashis Ghosal; Anindya Roy


Book ID
108275842
Publisher
Elsevier Science
Year
2007
Tongue
English
Weight
552 KB
Volume
4
Category
Article
ISSN
1572-3127

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## Abstract For a large data set with groups of repeated measurements, a mixture model of Gaussian process priors is proposed for modelling the heterogeneity among the different replications. A hybrid Markov chain Monte‐Carlo (MCMC) algorithm is developed for the implementation of the model for reg