MARC details
| 000 -LEADER |
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| fixed length control field |
03369nam a22004577a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
CUTN |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20201221124708.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
201221b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781441996497 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781441996494 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781441996503 |
| 041 ## - LANGUAGE CODE |
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| Language |
English |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
519.535 |
| Edition number |
22 |
| Item number |
EVE |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Everitt, Brian. |
| 245 13 - TITLE STATEMENT |
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| Title |
An introduction to applied multivariate analysis with R / |
| Statement of responsibility, etc |
Brian Everitt, Torsten Hothorn. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Place of publication, distribution, etc |
New York : |
| Name of publisher, distributor, etc |
Springer, |
| Date of publication, distribution, etc |
c2011. |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
xiv, 273 p. : |
| Other physical details |
ill. ; |
| Dimensions |
24 cm. |
| 505 0# - FORMATTED CONTENTS NOTE |
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| Contents |
|
| Title |
1. Multivariate data and multivariate analysis -- |
| -- |
2. Looking at multivariate data: visualisation -- |
| -- |
3. Principal components analysis -- |
| -- |
4. Multidimensional scaling -- |
| -- |
5. Exploratory factor analysis -- |
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6. Cluster analysis -- |
| -- |
7. Confirmatory factor analysis and structural equation models -- |
| -- |
8. The analysis of repeated measures data. |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc |
"The majority of data sets collected by researchers in all disciplines are multivariate, meaning that several measurements, observations, or recordings are taken on each of the units in the data set. These units might be human subjects, archaeological artifacts, countries, or a vast variety of other things. In a few cases, it may be sensible to isolate each variable and study it separately, but in most instances all the variables need to be examined simultaneously in order to fully grasp the structure and key features of the data. For this purpose, one or another method of multivariate analysis might be helpful, and it is with such methods that this book is largely concerned. Multivariate analysis includes methods both for describing and exploring such data and for making formal inferences about them. The aim of all the techniques is, in general sense, to display or extract the signal in the data in the presence of noise and to find out what the data show us in the midst of their apparent chaos. An Introduction to Applied Multivariate Analysis with R explores the correct application of these methods so as to extract as much information as possible from the data at hand, particularly as some type of graphical representation, via the R software. Throughout the book, the authors give many examples of R code used to apply the multivariate techniques to multivariate data."--Publisher's description. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Multivariate analysis |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
R (Computer program language) |
| 650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Multivariate Analyse. |
| 650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
R (Programm) |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Hothorn, Torsten. |
| 856 42 - ELECTRONIC LOCATION AND ACCESS |
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| Uniform Resource Identifier |
<a href="http://www.loc.gov/catdir/enhancements/fy1304/2011926793-b.html">http://www.loc.gov/catdir/enhancements/fy1304/2011926793-b.html</a> |
| 856 42 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="http://www.loc.gov/catdir/enhancements/fy1304/2011926793-d.html">http://www.loc.gov/catdir/enhancements/fy1304/2011926793-d.html</a> |
| 856 41 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="http://www.loc.gov/catdir/enhancements/fy1304/2011926793-t.html">http://www.loc.gov/catdir/enhancements/fy1304/2011926793-t.html</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
General Books |
| 490 1# - SERIES STATEMENT |
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| Series statement |
Use R! |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc |
Includes bibliographical references (p. 259-269) and index. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| General subdivision |
Data processing. |
| 650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Source of heading or term |
swd |
| 650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Source of heading or term |
swd |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
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| Uniform title |
Use R! |
| 856 42 - ELECTRONIC LOCATION AND ACCESS |
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| Materials specified |
Contributor biographical information |
| 856 42 - ELECTRONIC LOCATION AND ACCESS |
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| Materials specified |
Publisher description |
| 856 41 - ELECTRONIC LOCATION AND ACCESS |
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| Materials specified |
Table of contents only |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) |
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| a |
7 |
| b |
cbc |
| c |
copycat |
| d |
2 |
| e |
ncip |
| f |
20 |
| g |
y-gencatlg |
