Gaussian process regression analysis for functional data

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Title:

Author:

Shi, Jian Qing.

ISBN:

9781439837740

Publication Information:

Boca Raton : Taylor & Francis, 2011.

Physical Description:

xix, 196 p. : ill.

Contents:

1. Introduction -- 2. Bayesian nonlinear regression with Gaussian process priors -- 3. Inference and computation for Gaussian process regression (GPR) model -- 4. Covariance function and model selection -- 5. Functional regression analysis -- 6. Mixture models and curve clustering -- 7. Generalized Gaussian process regression for non-Gaussian functional data -- 8. Some other related models.

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Library	Material Type	Item Barcode	Shelf Number	Status	Item Holds
Searching... Online Library	E-Book	287209-1001	ONLINE	Searching... Unknown	Searching... Unavailable

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