Gaussian process regression analysis for functional data (Record no. 11619)

MARC details
000 -LEADER
fixed length control field 01633nam a2200349Ia 4500
001 - CONTROL NUMBER
control field CAH0KE11718PDF
003 - CONTROL NUMBER IDENTIFIER
control field BD-DhSAU
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20151012144304.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field m|||||o||d||||||||
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr||||
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 110928s2011 fluad sb 001 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781439837740 (ebook : PDF)
040 ## - CATALOGING SOURCE
Original cataloging agency BD-DhSAU
Transcribing agency BD-DhSAU
090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (OCLC)
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) QA278.2
Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN) .S498 2011
092 ## - LOCALLY ASSIGNED DEWEY CALL NUMBER (OCLC)
Classification number 519.23
Item number S555
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Shi, Jian Qing.
245 10 - TITLE STATEMENT
Title Gaussian process regression analysis for functional data
Medium [electronic resource] /
Statement of responsibility, etc. Jian Qing Shi, Taeryon Choi.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc. Boca Raton :
Name of publisher, distributor, etc. Taylor & Francis,
Date of publication, distribution, etc. 2011.
300 ## - PHYSICAL DESCRIPTION
Extent xix, 196 p. :
Other physical details ill.
500 ## - GENERAL NOTE
General note "A Chapman & Hall book."
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references (p. 175-191) and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 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.
530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE
Additional physical form available note Also available in print edition.
538 ## - SYSTEM DETAILS NOTE
System details note Mode of access: World Wide Web.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Regression analysis.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Functional analysis.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Gaussian processes.
655 #7 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
Source of term lcsh
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Choi, Taeryon.
776 1# - ADDITIONAL PHYSICAL FORM ENTRY
International Standard Book Number 9781439837733
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="http://marc.crcnetbase.com/isbn/9781439837740">http://marc.crcnetbase.com/isbn/9781439837740</a>
Electronic format type application/PDF

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