Multivariate statistics: exercises and solutions
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin ; Heidelberg
Springer
[2015]
|
| Ausgabe: | Second edition |
| Schlagworte: | |
| Online-Zugang: | BTU01 FRO01 TUM01 UBM01 UBT01 UBW01 UPA01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource (xxiv, 362 Seiten) Illustrationen (teilweise farbig) |
| ISBN: | 9783642360053 |
| DOI: | 10.1007/978-3-642-36005-3 |
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Datensatz im Suchindex
| _version_ | 1804174859291328512 |
|---|---|
| adam_text | MULTIVARIATE STATISTICS
/ HAERDLE, WOLFGANG KARL
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
PART I DESCRIPTIVE TECHNIQUES: COMPARISON OF BATCHES
PART II MULTIVARIATE RANDOM VARIABLES: A SHORT EXCURSION INTO MATRIX
ALGEBRA
MOVING TO HIGHER
MULTIVARIATE
THEORY OF THE MULTINORMAL
THEORY OF ESTIMATION
PART III MULTIVARIATE TECHNIQUES: REGRESSION MODELS
VARIABLE SELECTION
DECOMPOSITION OF DATA MATRICES BY FACTORS
PRINCIPAL COMPONENT ANALYSIS
FACTOR ANALYSIS
CLUSTER ANALYSIS
DISCRIMINANT ANALYSIS
CORRESPONDENCE ANALYSIS
CANONICAL CORRELATION ANALYSIS
MULTIDIMENSIONAL SCALING
CONJOINT MEASUREMENT ANALYSIS
APPLICATIONS IN FINANCE
HIGHLY INTERACTIVE, COMPUTATIONALLY INTENSIVE TECHNIQUES
DATA SETS
REFERENCES
INDEX
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
MULTIVARIATE STATISTICS
/ HAERDLE, WOLFGANG KARL
: 2015
ABSTRACT / INHALTSTEXT
THE AUTHORS PRESENT TOOLS AND CONCEPTS OF MULTIVARIATE DATA ANALYSIS BY
MEANS OF EXERCISES AND THEIR SOLUTIONS. THE FIRST PART IS DEVOTED TO
GRAPHICAL TECHNIQUES. THE SECOND PART DEALS WITH MULTIVARIATE RANDOM
VARIABLES AND PRESENTS THE DERIVATION OF ESTIMATORS AND TESTS FOR
VARIOUS PRACTICAL SITUATIONS. THE LAST PART INTRODUCES A WIDE VARIETY OF
EXERCISES IN APPLIED MULTIVARIATE DATA ANALYSIS. THE BOOK DEMONSTRATES
THE APPLICATION OF SIMPLE CALCULUS AND BASIC MULTIVARIATE METHODS IN
REAL LIFE SITUATIONS. IT CONTAINS ALTOGETHER MORE THAN 250 SOLVED
EXERCISES WHICH CAN ASSIST A UNIVERSITY TEACHER IN SETTING UP A MODERN
MULTIVARIATE ANALYSIS COURSE. ALL COMPUTER-BASED EXERCISES ARE AVAILABLE
IN THE R LANGUAGE. ALL R CODES AND DATA SETS MAY BE DOWNLOADED VIA THE
QUANTLET DOWNLOAD CENTER WWW.QUANTLET.ORG OR VIA THE SPRINGER
WEBPAGE.FOR INTERACTIVE DISPLAY OF LOW-DIMENSIONAL PROJECTIONS OF A
MULTIVARIATE DATA SET, WE RECOMMEND GGOBI
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| author | Härdle, Wolfgang 1953- Hlávka, Zdeněk |
| author_GND | (DE-588)110357116 (DE-588)136178669 |
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| author_role | aut aut |
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| author_variant | w h wh z h zh |
| building | Verbundindex |
| bvnumber | BV042669622 |
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| dewey-full | 519.5 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
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| dewey-search | 519.5 |
| dewey-sort | 3519.5 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik Wirtschaftswissenschaften |
| doi_str_mv | 10.1007/978-3-642-36005-3 |
| edition | Second edition |
| format | Electronic eBook |
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| spelling | Härdle, Wolfgang 1953- Verfasser (DE-588)110357116 aut Multivariate statistics exercises and solutions Wolfgang Karl Härdle ; Zdeněk Hlávka Second edition Berlin ; Heidelberg Springer [2015] © 2015 1 Online-Ressource (xxiv, 362 Seiten) Illustrationen (teilweise farbig) txt rdacontent c rdamedia cr rdacarrier Statistics Data mining Computer science / Mathematics Visualization Mathematical statistics Engineering Statistical Theory and Methods Computational Mathematics and Numerical Analysis Data Mining and Knowledge Discovery Computational Intelligence Informatik Ingenieurwissenschaften Mathematik Statistik Multivariate Analyse (DE-588)4040708-1 gnd rswk-swf (DE-588)4143389-0 Aufgabensammlung gnd-content Multivariate Analyse (DE-588)4040708-1 s DE-604 Hlávka, Zdeněk Verfasser (DE-588)136178669 aut Erscheint auch als Druck-Ausgabe, Paperback 978-3-642-36004-6 https://doi.org/10.1007/978-3-642-36005-3 Verlag URL des Erstveröffentlichers Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028101705&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028101705&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | Härdle, Wolfgang 1953- Hlávka, Zdeněk Multivariate statistics exercises and solutions Statistics Data mining Computer science / Mathematics Visualization Mathematical statistics Engineering Statistical Theory and Methods Computational Mathematics and Numerical Analysis Data Mining and Knowledge Discovery Computational Intelligence Informatik Ingenieurwissenschaften Mathematik Statistik Multivariate Analyse (DE-588)4040708-1 gnd |
| subject_GND | (DE-588)4040708-1 (DE-588)4143389-0 |
| title | Multivariate statistics exercises and solutions |
| title_auth | Multivariate statistics exercises and solutions |
| title_exact_search | Multivariate statistics exercises and solutions |
| title_full | Multivariate statistics exercises and solutions Wolfgang Karl Härdle ; Zdeněk Hlávka |
| title_fullStr | Multivariate statistics exercises and solutions Wolfgang Karl Härdle ; Zdeněk Hlávka |
| title_full_unstemmed | Multivariate statistics exercises and solutions Wolfgang Karl Härdle ; Zdeněk Hlávka |
| title_short | Multivariate statistics |
| title_sort | multivariate statistics exercises and solutions |
| title_sub | exercises and solutions |
| topic | Statistics Data mining Computer science / Mathematics Visualization Mathematical statistics Engineering Statistical Theory and Methods Computational Mathematics and Numerical Analysis Data Mining and Knowledge Discovery Computational Intelligence Informatik Ingenieurwissenschaften Mathematik Statistik Multivariate Analyse (DE-588)4040708-1 gnd |
| topic_facet | Statistics Data mining Computer science / Mathematics Visualization Mathematical statistics Engineering Statistical Theory and Methods Computational Mathematics and Numerical Analysis Data Mining and Knowledge Discovery Computational Intelligence Informatik Ingenieurwissenschaften Mathematik Statistik Multivariate Analyse Aufgabensammlung |
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