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 |