MARC details
| 000 -LEADER |
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| fixed length control field |
02776cam a22003257a 4500 |
| 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 |
1441996494 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781441996503 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
1441996508 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
519.535 |
| Item number |
BRI |
| 084 ## - OTHER CLASSIFICATION NUMBER |
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| Source of Number |
rvk |
| 084 ## - OTHER CLASSIFICATION NUMBER |
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| Classification number |
SK 830 |
| Source of Number |
rvk |
| 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. |
by Brian Everitt and Torsten Hothorn |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
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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 |
|---|
| Extent |
xiv, 273 p. : |
| Other physical details |
ill. ; |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Use R! |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references (p. 259-269) and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
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| Formatted contents note |
Multivariate data and multivariate analysis -- Looking at multivariate data: visualisation -- Principal components analysis -- Multidimensional scaling -- Exploratory factor analysis -- Cluster analysis -- Confirmatory factor analysis and structural equation models -- 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 entry element |
Multivariate analysis |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
R (Computer program language) |
| 650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Multivariate Analyse. |
| 650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
R (Programm) |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| 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) |
|---|
| Koha item type |
Book |
