MARC details
| 000 -LEADER |
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| fixed length control field |
04977cam a22003734i 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20211129150743.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
080821s2007 gw a b 001 0 eng d |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
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| LC control number |
2007929787 |
| 011 ## - LINKING LIBRARY OF CONGRESS CONTROL NUMBER [OBSOLETE] |
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| Local cataloguing issues note |
BIB MATCHES WORLDCAT |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
3540722432 |
| Qualifying information |
acid-free paper |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783540722434 |
| Qualifying information |
acid-free paper |
| 035 ## - SYSTEM CONTROL NUMBER |
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| System control number |
(OCoLC)173641465 |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
DLC |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
DLC |
| Modifying agency |
BAKER |
| -- |
BTCTA |
| -- |
YDXCP |
| -- |
NLGGC |
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COF |
| -- |
UBA |
| -- |
ATU |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
QA278 |
| Item number |
.H346 2007 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
519.535 |
| Edition number |
22 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Härdle, Wolfgang, |
| Relator term |
author. |
| 9 (RLIN) |
253742 |
| 245 10 - TITLE STATEMENT |
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| Title |
Applied multivariate statistical analysis / |
| Statement of responsibility, etc. |
Wolfgang Härdle, Léopold Simar. |
| 250 ## - EDITION STATEMENT |
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| Edition statement |
Second edition. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
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| Place of production, publication, distribution, manufacture |
Berlin ; |
| -- |
New York : |
| Name of producer, publisher, distributor, manufacturer |
Springer, |
| Date of production, publication, distribution, manufacture, or copyright notice |
[2007] |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
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| Date of production, publication, distribution, manufacture, or copyright notice |
©2007 |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
xii, 458 pages : |
| Other physical details |
illustrations ; |
| Dimensions |
24 cm |
| 336 ## - CONTENT TYPE |
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| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
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| Media type term |
unmediated |
| Media type code |
n |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
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| Carrier type term |
volume |
| Carrier type code |
nc |
| Source |
rdacarrier |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc. note |
Includes bibliographical references. |
| 505 00 - FORMATTED CONTENTS NOTE |
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| Miscellaneous information |
I. |
| Title |
Descriptive Techniques: -- |
| Miscellaneous information |
1. |
| Title |
Comparison of Batches -- |
| -- |
Boxplots -- |
| -- |
Histograms -- |
| -- |
Kernel Densities -- |
| -- |
Scatterplots -- |
| -- |
Chernoff-Flury Faces -- |
| -- |
Andrews' Curves -- |
| -- |
Parallel Coordinate Plots -- |
| -- |
Boston Housing -- |
| -- |
Multivariate Random Variables: -- |
| Miscellaneous information |
2. |
| Title |
A Short Excursion into Matrix Algebra -- |
| -- |
Elementary Operations -- |
| -- |
Spectral Decompositions -- |
| -- |
Quadratic Forms -- |
| -- |
Derivatives -- |
| -- |
Partitioned Matrices -- |
| -- |
Geometrical Aspects -- |
| Miscellaneous information |
3. |
| Title |
Moving to Higher Dimensions -- |
| -- |
Covariance -- |
| -- |
Correlation -- |
| -- |
Summary Statistics -- |
| -- |
Linear Model for Two Variables -- |
| -- |
Simple Analysis of Variance -- |
| -- |
Multiple Linear Model -- |
| -- |
Boston Housing -- |
| Miscellaneous information |
4. |
| Title |
Multivariate Distributions -- |
| -- |
Distribution and Density Function -- |
| -- |
Moments and Characteristic Functions -- |
| -- |
Transformations -- |
| -- |
The Multinomial Distribution -- |
| -- |
Sampling Distributions and Limit Theorems -- |
| -- |
Heavy-Tailed Distributions -- |
| -- |
Copulae -- |
| -- |
Bootstrap -- |
| Miscellaneous information |
5. |
| Title |
Theory of the Multinormal -- |
| -- |
Elementary Properties of the Multmormal -- |
| -- |
The Wishart Distribution -- |
| -- |
Hotelling's T2-Distribution -- |
| -- |
Spherical and Elliptical Distributions -- |
| Miscellaneous information |
6. |
| Title |
Theory of Estimation -- |
| -- |
The Likelihood Function -- |
| -- |
Tim Cramer-Rao Lower Bound -- |
| Miscellaneous information |
7. |
| Title |
Hypothesis Testing -- |
| -- |
Likelihood Ratio Test -- |
| -- |
Linear Hypothesis -- |
| -- |
Boston Housing -- |
| Miscellaneous information |
II. |
| Title |
Multivariate Techniques: -- |
| Miscellaneous information |
8. |
| Title |
Decomposition of Data Matrices by Factors -- |
| -- |
The Geometric Point of View -- |
| -- |
Fitting the p-dimensional Point Cloud -- |
| -- |
Fitting the n-dimensional Point Cloud -- |
| -- |
Relations between Subspaces -- |
| -- |
Practical Computation -- |
| Miscellaneous information |
9. |
| Title |
Principal Components Analysis -- |
| -- |
Standardized Linear Combination -- |
| -- |
Principal Component Practice -- |
| -- |
Interpretation of the PCs -- |
| -- |
Asymptotic Properties of the: PCs -- |
| -- |
Normalized Principal Components Analysis -- |
| -- |
Principal Components us a Factorial Method -- |
| -- |
Common Principal Components -- |
| -- |
Boston Housing -- |
| -- |
More Examples -- |
| Miscellaneous information |
10. |
| Title |
Factor Analysis -- |
| -- |
The Orthogonal Factor Model -- |
| -- |
Estimation of the Factor Model -- |
| -- |
Factor Scores and Strategies -- |
| -- |
Boston Housing -- |
| Miscellaneous information |
11. |
| Title |
Cluster Analysis -- |
| -- |
The Problem -- |
| -- |
The Proximity between Objects -- |
| -- |
Cluster Algorithms -- |
| -- |
Boston Housing -- |
| Miscellaneous information |
12. |
| Title |
Discriminant Analysis -- |
| -- |
Allocation Rules for Known Distributions -- |
| -- |
Discrimination Rules in Practice -- |
| -- |
Boston Housing -- |
| Miscellaneous information |
13. |
| Title |
Correspondence Analysis -- |
| -- |
Motivation -- |
| -- |
Chi-square Decomposition -- |
| -- |
Correspondence Analysis in Practice -- |
| Miscellaneous information |
14. |
| Title |
Canonical Correlation Analysis -- |
| -- |
Most Interesting Linear Combination -- |
| -- |
Canonical Correlation in Practice -- |
| Miscellaneous information |
15. |
| Title |
Multidimensional Scaling -- |
| -- |
The Problem -- |
| -- |
Metric Multidimensional Scaling -- |
| -- |
Nonmetric Multidimensional Scaling -- |
| Miscellaneous information |
16. |
| Title |
Conjoint Measurement Analysis -- |
| -- |
Introduction -- |
| -- |
Design of Data Generation -- |
| -- |
Estimation of Preference Ordering -- |
| Miscellaneous information |
17. |
| Title |
Applications in Finance -- |
| -- |
Portfolio Choice -- |
| -- |
Efficient Portfolio -- |
| -- |
Efficient Portfolios in Practice -- |
| -- |
The Capital Pricing Model (CAPM) -- |
| Miscellaneous information |
18. |
| Title |
Computationally Intensive Techniques -- |
| -- |
Simplicial Depth -- |
| -- |
Projection Pursuit -- |
| -- |
Sliced Inverse Regression -- |
| -- |
Support. Vector Machines -- |
| -- |
Classification and Regression Trees -- |
| -- |
Boston Housing -- |
| -- |
V. |
| -- |
Appendix : -- |
| Miscellaneous information |
A. |
| Title |
Symbols and Notations -- |
| Miscellaneous information |
B. |
| Title |
Data -- |
| -- |
Boston Housing Data -- |
| -- |
Swiss Bank Notes -- |
| -- |
Car Data -- |
| -- |
Classic Blue Pullovers Data -- |
| -- |
U.S. Companies Data -- |
| -- |
French Food Data -- |
| -- |
Car Marks -- |
| -- |
French Baccalauréat Frequencies -- |
| -- |
Journatux Data -- |
| -- |
U.S. Crime Data -- |
| -- |
Plasma Data -- |
| -- |
WAIS Data -- |
| -- |
ANOVA Data -- |
| -- |
Timebudget Data -- |
| -- |
Geopol Data -- |
| -- |
U.S. Health Data -- |
| -- |
Vocabulary Data -- |
| -- |
Athletic Records Data -- |
| -- |
Unemployment Data -- |
| -- |
Annual Population Data -- |
| -- |
Bankruptcy Data. |
| 588 ## - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Machine converted from AACR2 source record. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Multivariate analysis. |
| 9 (RLIN) |
321164 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Simar, Léopold, |
| Relator term |
author. |
| 9 (RLIN) |
253753 |
| 907 ## - LOCAL DATA ELEMENT G, LDG (RLIN) |
|---|
| a |
.b11378013 |
| b |
28-09-17 |
| c |
27-10-15 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
Book |
| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) |
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| a |
519.535 HAR |
| g |
1 |
| i |
A456073B |
| j |
0 |
| l |
nmain |
| o |
- |
| p |
$133.39 |
| q |
- |
| r |
- |
| s |
- |
| t |
0 |
| u |
4 |
| v |
2 |
| w |
0 |
| x |
1 |
| y |
.i12773359 |
| z |
29-10-15 |
| 998 ## - LOCAL CONTROL INFORMATION (RLIN) |
|---|
| -- |
(2)b |
| -- |
(2)n |
| Operator's initials, OID (RLIN) |
06-04-16 |
| Cataloger's initials, CIN (RLIN) |
m |
| First date, FD (RLIN) |
a |
| -- |
eng |
| -- |
gw |
| -- |
0 |
