Introduction to multivariate analysis : (Record no. 4755)

MARC details
000 -LEADER
fixed length control field 02968cam a2200349 i 4500
001 - CONTROL NUMBER
control field 4755
003 - CONTROL NUMBER IDENTIFIER
control field BD-DhEWU
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20181108115414.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 160616s2014 flua g b 001 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781466567283 (hardback)
International Standard Book Number 1466567287
035 ## - SYSTEM CONTROL NUMBER
System control number (OCLC)878953459
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Language of cataloging eng
Transcribing agency DLC
Description conventions rda
Modifying agency DLC
-- BD-DhEWU
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA278
Item number .K597 2014
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.535
Edition number 23
Item number KOI 2014
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Konishi, Sadanori.
9 (RLIN) 20294
245 10 - TITLE STATEMENT
Title Introduction to multivariate analysis :
Remainder of title linear and nonlinear modeling /
Statement of responsibility, etc Sadanori Konishi.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Boca Raton :
Name of publisher, distributor, etc CRC Press ;
-- Taylor & Francis Group,
Date of publication, distribution, etc 2014.
300 ## - PHYSICAL DESCRIPTION
Extent xxv, 312 p. :
Other physical details illus. ;
Dimensions 24 cm.
490 0# - SERIES STATEMENT
Series statement Chapman & Hall/CRC Texts in Statistical Science series.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references (pages 299-307) and index.
505 ## - FORMATTED CONTENTS NOTE
Title TOC
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
520 ## - SUMMARY, ETC.
Summary, etc "Multivariate techniques are used to analyze data that arise from more than one variable in which there are relationships between the variables. Mainly based on the linearity of observed variables, these techniques are useful for extracting information and patterns from multivariate data as well as for the understanding the structure of random phenomena. This book describes the concepts of linear and nonlinear
526 ## - STUDY PROGRAM INFORMATION NOTE
Program name AS
590 ## - LOCAL NOTE (RLIN)
Local note Sagar Shahanawaz
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Multivariate analysis.
9 (RLIN) 20295
856 42 - ELECTRONIC LOCATION AND ACCESS
Materials specified WorldCat details
Uniform Resource Identifier http://www.worldcat.org/title/introduction-to-multivariate-analysis-linear-and-nonlinear-modeling/oclc/878953459&referer=brief_results
Materials specified E-book Fulltext
Uniform Resource Identifier http://lib.ewubd.edu/ebook/4755
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Text
Koha issues (borrowed), all copies 2
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Shelving location Date acquired Source of acquisition Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Copy number Price effective from Koha item type Date checked out Checked out
    Dewey Decimal Classification   Not For Loan Non-fiction EWU Library EWU Library Reserve Section 12/05/2016 Trim Education 4951.00   519.535 KOI 2014 27387 16/06/2016 C-1 16/06/2016 Text    
    Dewey Decimal Classification     Non-fiction EWU Library EWU Library Circulation Section 12/05/2016 Trim Education 4951.00 1 519.535 KOI 2014 27388 08/11/2016 C-2 16/06/2016 Text 01/11/2016  
    Dewey Decimal Classification     Non-fiction EWU Library EWU Library Circulation Section 12/05/2016 Trim Education 4951.00 1 519.535 KOI 2014 27389 08/11/2016 C-3 16/06/2016 Text 01/11/2016  
    Dewey Decimal Classification     Non-fiction EWU Library EWU Library Circulation Section 12/05/2016 Trim Education 4951.00 1 519.535 KOI 2014 27390 12/04/2022 C-4 16/06/2016 Text 12/04/2022 19/05/2022
    Dewey Decimal Classification     Non-fiction EWU Library EWU Library E-book 17/01/2018       519.535 KOI 2014   17/01/2018   17/01/2018 E-Book    

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