Applied multivariate statistical analysis:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Berlin ; Heidelberg
Springer
[2015]
|
| Edition: | Fourth Edition |
| Subjects: | |
| Online Access: | BTU01 FRO01 TUM01 UBM01 UBT01 UBW01 UBY01 UPA01 Volltext Abstract Inhaltsverzeichnis |
| Physical Description: | 1 Online-Ressource (xiii, 580 Seiten) Illustrationen, Diagramme |
| ISBN: | 9783662451717 |
| DOI: | 10.1007/978-3-662-45171-7 |
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Record in the Search Index
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| adam_text | APPLIED MULTIVARIATE STATISTICAL ANALYSIS
/ HAERDLE, WOLFGANG KARL
: 2015
ABSTRACT / INHALTSTEXT
FOCUSING ON HIGH-DIMENSIONAL APPLICATIONS, THIS 4TH EDITION PRESENTS THE
TOOLS AND CONCEPTS USED IN MULTIVARIATE DATA ANALYSIS IN A STYLE THAT IS
ALSO ACCESSIBLE FOR NON-MATHEMATICIANS AND PRACTITIONERS. IT SURVEYS
THE BASIC PRINCIPLES AND EMPHASIZES BOTH EXPLORATORY AND INFERENTIAL
STATISTICS; A NEW CHAPTER ON VARIABLE SELECTION (LASSO, SCAD AND ELASTIC
NET) HAS ALSO BEEN ADDED. ALL CHAPTERS INCLUDE PRACTICAL EXERCISES
THAT HIGHLIGHT APPLICATIONS IN DIFFERENT MULTIVARIATE DATA ANALYSIS
FIELDS: IN QUANTITATIVE FINANCIAL STUDIES, WHERE THE JOINT DYNAMICS OF
ASSETS ARE OBSERVED; IN MEDICINE, WHERE RECORDED OBSERVATIONS OF
SUBJECTS IN DIFFERENT LOCATIONS FORM THE BASIS FOR RELIABLE DIAGNOSES
AND MEDICATION; AND IN QUANTITATIVE MARKETING, WHERE CONSUMERS’
PREFERENCES ARE COLLECTED IN ORDER TO CONSTRUCT MODELS OF CONSUMER
BEHAVIOR. ALL OF THESE EXAMPLES INVOLVE HIGH TO ULTRA-HIGH DIMENSIONS
AND REPRESENT A NUMBER OF MAJOR FIELDS IN BIG DATA ANALYSIS. THE FOURTH
EDITION OF THIS BOOK ON APPLIED MULTIVARIATE STATISTICAL ANALYSIS OFFERS
THE FOLLOWING NEW FEATURES: A NEW CHAPTER ON VARIABLE SELECTION (LASSO,
SCAD AND ELASTIC NET) ALL EXERCISES ARE SUPPLEMENTED BY R AND MATLAB
CODE THAT CAN BE FOUND ON WWW.QUANTLET.DE THE PRACTICAL EXERCISES
INCLUDE SOLUTIONS THAT CAN BE FOUND IN HAERDLE, W. AND HLAVKA, Z.,
MULTIVARIATE STATISTICS: EXERCISES AND SOLUTIONS. SPRINGER VERLAG,
HEIDELBERG
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
APPLIED MULTIVARIATE STATISTICAL ANALYSIS
/ HAERDLE, WOLFGANG KARL
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
I DESCRIPTIVE TECHNIQUES: COMPARISON OF BATCHES.-II MULTIVARIATE
RANDOM VARIABLES: A SHORT EXCURSION INTO MATRIX ALGEBRA
MOVING TO HIGHER DIMENSIONS
MULTIVARIATE DISTRIBUTIONS
THEORY OF THE MULTINORMAL
THEORY OF ESTIMATION
HYPOTHESIS TESTING
III MULTIVARIATE TECHNIQUES: REGRESSION MODELS
VARIABLE SELECTION
DECOMPOSITION OF DATA MATRICES BY FACTORS
PRINCIPAL COMPONENTS ANALYSIS
FACTOR ANALYSIS
CLUSTER ANALYSIS
DISCRIMINANT ANALYSIS
CORRESPONDENCE ANALYSIS
CANONICAL CORRELATION ANALYSIS
MULTIDIMENSIONAL SCALING
CONJOINT MEASUREMENT ANALYSIS
APPLICATIONS IN FINANCE
COMPUTATIONALLY INTENSIVE TECHNIQUES
IV APPENDIX: SYMBOLS AND NOTATIONS
DATA
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| author_role | aut aut |
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| author_variant | w h wh l s ls |
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| dewey-full | 330.015195 |
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| dewey-sort | 3330.015195 |
| dewey-tens | 330 - Economics |
| discipline | Mathematik Wirtschaftswissenschaften |
| doi_str_mv | 10.1007/978-3-662-45171-7 |
| edition | Fourth Edition |
| format | Electronic eBook |
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| spelling | Härdle, Wolfgang 1953- Verfasser (DE-588)110357116 aut Applied multivariate statistical analysis Wolfgang Karl Härdle ; Léopold Simar Fourth Edition Berlin ; Heidelberg Springer [2015] © 2015 1 Online-Ressource (xiii, 580 Seiten) Illustrationen, Diagramme txt rdacontent c rdamedia cr rdacarrier Statistics Finance Mathematical statistics Economics / Statistics Economics Statistics for Business/Economics/Mathematical Finance/Insurance Quantitative Finance Economic Theory Statistical Theory and Methods Statistik Wirtschaft Statistik (DE-588)4056995-0 gnd rswk-swf Wirtschaftstheorie (DE-588)4079351-5 gnd rswk-swf Multivariate Analyse (DE-588)4040708-1 gnd rswk-swf (DE-588)4123623-3 Lehrbuch gnd-content Multivariate Analyse (DE-588)4040708-1 s DE-604 Statistik (DE-588)4056995-0 s Wirtschaftstheorie (DE-588)4079351-5 s Simar, Léopold Verfasser (DE-588)123344107 aut Erscheint auch als Druck-Ausgabe, Paperback 978-3-662-45170-0 https://doi.org/10.1007/978-3-662-45171-7 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=027823354&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Abstract Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027823354&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Härdle, Wolfgang 1953- Simar, Léopold Applied multivariate statistical analysis Statistics Finance Mathematical statistics Economics / Statistics Economics Statistics for Business/Economics/Mathematical Finance/Insurance Quantitative Finance Economic Theory Statistical Theory and Methods Statistik Wirtschaft Statistik (DE-588)4056995-0 gnd Wirtschaftstheorie (DE-588)4079351-5 gnd Multivariate Analyse (DE-588)4040708-1 gnd |
| subject_GND | (DE-588)4056995-0 (DE-588)4079351-5 (DE-588)4040708-1 (DE-588)4123623-3 |
| title | Applied multivariate statistical analysis |
| title_auth | Applied multivariate statistical analysis |
| title_exact_search | Applied multivariate statistical analysis |
| title_full | Applied multivariate statistical analysis Wolfgang Karl Härdle ; Léopold Simar |
| title_fullStr | Applied multivariate statistical analysis Wolfgang Karl Härdle ; Léopold Simar |
| title_full_unstemmed | Applied multivariate statistical analysis Wolfgang Karl Härdle ; Léopold Simar |
| title_short | Applied multivariate statistical analysis |
| title_sort | applied multivariate statistical analysis |
| topic | Statistics Finance Mathematical statistics Economics / Statistics Economics Statistics for Business/Economics/Mathematical Finance/Insurance Quantitative Finance Economic Theory Statistical Theory and Methods Statistik Wirtschaft Statistik (DE-588)4056995-0 gnd Wirtschaftstheorie (DE-588)4079351-5 gnd Multivariate Analyse (DE-588)4040708-1 gnd |
| topic_facet | Statistics Finance Mathematical statistics Economics / Statistics Economics Statistics for Business/Economics/Mathematical Finance/Insurance Quantitative Finance Economic Theory Statistical Theory and Methods Statistik Wirtschaft Wirtschaftstheorie Multivariate Analyse Lehrbuch |
| url | https://doi.org/10.1007/978-3-662-45171-7 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027823354&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027823354&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT hardlewolfgang appliedmultivariatestatisticalanalysis AT simarleopold appliedmultivariatestatisticalanalysis |