TY  - BOOK
AU  - Shi,Jian Qing
AU  - Choi,Taeryon
TI  - Gaussian process regression analysis for functional data
SN  - 9781439837740 (ebook : PDF)
PY  - 2011///
CY  - Boca Raton
PB  - Taylor & Francis
KW  - Regression analysis
KW  - Functional analysis
KW  - Gaussian processes
KW  - Electronic books
KW  - lcsh
N1  - "A Chapman & Hall book."; Includes bibliographical references (p. 175-191) and index; 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; Also available in print edition
UR  - http://marc.crcnetbase.com/isbn/9781439837740
ER  -