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Mixtures of spatial spline regressions for clustering and classification

✍ Scribed by Nguyen, Hien D.; McLachlan, Geoffrey J.; Wood, Ian A.


Book ID
123145863
Publisher
Elsevier Science
Year
2016
Tongue
English
Weight
720 KB
Volume
93
Category
Article
ISSN
0167-9473

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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