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 |