Verfügbarkeit: Multivariate Statistics: exercises and solutions

Multivariate Statistics: exercises and solutions:

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Bibliographische Detailangaben
Beteiligte Personen:	Härdle, Wolfgang 1953- (VerfasserIn), Hlávka, Zdeněk (VerfasserIn)
Format:	Buch
Sprache:	Englisch
Veröffentlicht:	New York, NY Springer 2007
Schlagwörter:	Analyse multivariée Análise de dados Análise multivariada Multivariate analysis Multivariate Analyse Aufgabensammlung
Links:	http://deposit.dnb.de/cgi-bin/dokserv?id=2910081&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015622473&sequence=000003&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=015622473&sequence=000004&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
Umfang:	XIII, 368 S. graph. Darst.
ISBN:	0387707840 9780387707846

Internformat

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Datensatz im Suchindex

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adam_text	Contents Symbols and Notation..................................... 1 Some Terminology......................................... 5 Part I Descriptive Techniques 1 Comparison of Batches .................................... 15 Part II Multivariate Random Variables 2 A Short Excursion into Matrix Algebra .................... 33 3 Moving to Higher Dimensions ............................. 39 4 Multivariate Distributions ................................. 55 5 Theory of the Multinormal................................ 81 6 Theory of Estimation ...................................... 99 7 Hypothesis Testing ........................................ Ill Contents Part III Multivariate Techniques 8 Decomposition of Data Matrices by Factors ................147 9 Principal Component Analysis .............................163 10 Factor Analysis ............................................185 11 Cluster Analysis ...........................................205 12 Discriminant Analysis .....................................227 13 Correspondence Analysis ..................................241 14 Canonical Correlation Analysis ............................263 15 Multidimensional Scaling ..................................271 16 Conjoint Measurement Analysis ...........................283 17 Applications in Finance ....................................291 18 Highly Interactive, Computationally Intensive Techniques .......................................301 A Data Sets ..................................................325 A.I Athletic Records Data ...................................325 A. 2 Bank Notes Data ........................................327 A.3 Bankruptcy Data ........................................331 A.4 Car Data ...............................................333 A.5 Car Marks ..............................................335 A.6 Classic Blue Pullover Data ...............................336 A.7 Fertilizer Data ..........................................337 A. 8 French Baccalauréat Frequencies ..........................338 A.9 French Food Data .......................................339 Contents xiii A.IO Geopol Data...........................................340 A.ll German Annual Population Data.........................342 A.12 Journals Data .........................................343 A.13 NYSE Returns Data ....................................344 A.14 Plasma Data ..........................................347 A.15 Time Budget Data.....................................348 A.16 Unemployment Data ....................................350 A.17 U.S. Companies Data ...................................351 A.18 U.S. Crime Data .......................................353 A.19 U.S. Health Data.......................................355 A.20 Vocabulary Data .......................................357 A.21 WAIS Data............................................359 References .....................................................361 Index..........................................................363 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 appli¬ cation of simple calculus and basic multivariate methods in real life sit¬ uations. It contains altogether 234 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 or XploRe lan¬ guages. The corresponding libraries are downloadable from the Springer link web pages and from the author s home pages. Wolfgang Hardie is Professor of Statistics at Humboldt-Universität zu Berlin. He studied mathematics, computer science and physics at the University of Karlsruhe and received his Dr.rer.nat. at the University of Heidelberg. Later he had positions at Frankfurt and Bonn before he became professeur ordinaire at Université Catholique de Louvam. His current research topic is modelling of implied volatilities and the quan¬ titative analysis of financial markets. Zdenek Hlávka studied mathematics at the Charles University in Prague and biostatistics at Limburgs Universitair Centrum in Diepenbeek. Later he held a position at Humboldt-Universität zu Berlin before he became a member of the Department of Probability and Mathematical Statistics at Charles University in Prague.
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spellingShingle	Härdle, Wolfgang 1953- Hlávka, Zdeněk Multivariate Statistics: exercises and solutions Analyse multivariée Análise de dados larpcal Análise multivariada larpcal Multivariate analysis 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 Härdle ; Zdeněk Hlávka
title_fullStr	Multivariate Statistics: exercises and solutions Wolfgang Härdle ; Zdeněk Hlávka
title_full_unstemmed	Multivariate Statistics: exercises and solutions Wolfgang Härdle ; Zdeněk Hlávka
title_short	Multivariate Statistics: exercises and solutions
title_sort	multivariate statistics exercises and solutions
topic	Analyse multivariée Análise de dados larpcal Análise multivariada larpcal Multivariate analysis Multivariate Analyse (DE-588)4040708-1 gnd
topic_facet	Analyse multivariée Análise de dados Análise multivariada Multivariate analysis Multivariate Analyse Aufgabensammlung
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