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Introduction to multivariate analysis : (Record no. 75475)

MARC details
000 -LEADER
fixed length control field 03242pam a22004811i 4500
001 - CONTROL NUMBER
control field 0074277
003 - CONTROL NUMBER IDENTIFIER
control field BD-SySUS
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20200913101619.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field m || d |
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr |||||||||||
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 140714s2014 flua o| 001 0 eng|d
015 ## - NATIONAL BIBLIOGRAPHY NUMBER
National bibliography number GBB479109
Source bnb
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781482256222 (ePub ebook) :
Terms of availability £57.99
Canceled/invalid ISBN 9781466567283 (hbk.) :
Terms of availability £57.99
International Standard Book Number 9781466567290 (PDF ebook) :
Terms of availability £57.99
International Standard Book Number 9781482256215 (VitalBook ebook) :
Terms of availability £57.99
035 ## - SYSTEM CONTROL NUMBER
System control number (Uk)016803065
037 ## - SOURCE OF ACQUISITION
Stock number TANDF_282123
Source of stock number/acquisition Ingram Content Group
040 ## - CATALOGING SOURCE
Original cataloging agency StDuBDS
Language of cataloging eng
Description conventions rda
-- pn
Transcribing agency StDuBDS
Modifying agency Uk
042 ## - AUTHENTICATION CODE
Authentication code ukblsr
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.535
Edition number 23
Item number KOI
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Konishi, Sadanori,
Relator term author.
9 (RLIN) 36523
245 10 - TITLE STATEMENT
Title Introduction to multivariate analysis :
Remainder of title linear and nonlinear modeling /
Statement of responsibility, etc. Sadanori Konishi.
250 ## - EDITION STATEMENT
Edition statement 1st
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Boca Raton :
Name of producer, publisher, distributor, manufacturer Chapman & Hall/CRC,
Date of production, publication, distribution, manufacture, or copyright notice 2014.
300 ## - PHYSICAL DESCRIPTION
Extent xxv, 312 p. :
Other physical details ill. ;
Dimensions 22 cm.
336 ## - CONTENT TYPE
Content type term text
Source rdacontent
Content type term still image
Source rdacontent
337 ## - MEDIA TYPE
Media type term computer
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term online resource
Source rdacarrier
490 0# - SERIES STATEMENT
Series statement Chapman & Hall/CRC texts in statistical science series
500 ## - GENERAL NOTE
General note Academic
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Introduction; Regression Modeling; Classification and Discrimination; Dimension Reduction; Clustering Linear Regression Models; Relationship between Two Variables; Relationships Involving Multiple Variables; Regularization Nonlinear Regression Models; Modeling Phenomena; Modeling by Basis Functions; Basis Expansions; Regularization Logistic Regression Models; Risk Prediction Models; Multiple Risk Factor Models; Nonlinear Logistic Regression Models Model Evaluation and Selection; Criteria Based on Prediction Errors; Information Criteria; Bayesian Model Evaluation Criterion Discriminant Analysis; Fisher’s Linear Discriminant Analysis; Classification Based on Mahalanobis Distance; Variable Selection; Canonical Discriminant Analysis Bayesian Classification; Bayes’ Theorem; Classification with Gaussian Distributions; Logistic Regression for Classification Support Vector Machines; Separating Hyperplane; Linearly Nonseparable Case; From Linear to Nonlinear Principal Component Analysis; Principal Components; Image Compression and Decompression; Singular Value Decomposition; Kernel Principal Component Analysis Clustering; Hierarchical Clustering; Nonhierarchical Clustering; Mixture Models for Clustering Appendix A: Bootstrap Methods ; Appendix B: Lagrange Multipliers ; Appendix C: EM Algorithm Bibliography Index
506 1# - RESTRICTIONS ON ACCESS NOTE
Terms governing access Legal Deposit;
Physical access provisions Only available on premises controlled by the deposit library and to one user at any one time;
Authorization The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
Institution to which field applies UkOxU
540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE
Terms governing use and reproduction Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
Institution to which field applies UkOxU
588 ## - SOURCE OF DESCRIPTION NOTE
Source of description note Description based on CIP data; item not viewed.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Multivariate analysis.
9 (RLIN) 36524
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Print version:
International Standard Book Number 9781466567283
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Shelving location Date acquired Total Checkouts Full call number Barcode Date last seen Copy number Price effective from Koha item type
    Dewey Decimal Classification     Central Library, SUST Central Library, SUST General Stacks 13/09/2020   519.535 KOI 0074277 13/09/2020 1 13/09/2020 Books