Applied Multivariate Statistical Analysis

Cover
Springer Science & Business Media, 2003 - 486 Seiten
Most of the observable phenomena in the empirical sciences are of multivariate nature. This book presents the tools and concepts of multivariate data analysis with a strong focus on applications. The text is devided into three parts. The first part is devoted to graphical techniques describing the distributions of the involved variables. The second part deals with multivariate random variables and presents from a theoretical point of view distributions, estimators and tests for various practical situations. The last part covers multivariate techniques and introduces the reader into the wide basket of tools for multivariate data analysis. The text presents a wide range of examples and 228 exercises.
 

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Inhalt

II
13
III
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IV
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V
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VI
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VII
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VIII
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IX
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LXXI
272
LXXII
275
LXXIV
282
LXXV
291
LXXVI
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LXXVII
298
LXXVIII
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LXXX
302

X
44
XI
52
XII
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XIII
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XV
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XVI
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XVII
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XIX
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XX
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XXI
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XXII
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XXIII
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XXIV
92
XXV
95
XXVI
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XXVII
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XXVIII
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XXIX
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XXX
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XXXI
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XXXII
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XXXIII
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XXXIV
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XXXV
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XXXVI
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XXXVII
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XXXVIII
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XL
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XLI
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XLII
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XLIII
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XLIV
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XLV
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XLVI
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XLVII
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XLVIII
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XLIX
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L
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LI
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LII
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LIII
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LIV
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LV
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LVI
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LVII
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LVIII
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LIX
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LX
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LXI
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LXII
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LXIII
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LXIV
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LXV
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LXVI
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LXVII
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LXVIII
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LXIX
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LXX
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LXXXI
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LXXXII
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LXXXIII
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LXXXIV
323
LXXXVI
331
LXXXVII
337
LXXXVIII
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LXXXIX
341
XCI
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XCII
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XCIII
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XCIV
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XCVI
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XCVII
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XCVIII
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C
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CII
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CIII
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CIV
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CV
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CVII
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CVIII
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CIX
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CX
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CXII
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CXIII
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CXIV
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CXV
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CXVI
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CXVIII
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CXIX
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CXX
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CXXI
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CXXII
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CXXIII
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CXXV
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CXXVI
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CXXVII
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CXXVIII
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CXXIX
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CXXX
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CXXXI
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CXXXII
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CXXXIII
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CXXXIV
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CXXXV
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CXXXVI
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CXXXVII
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CXXXVIII
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CXXXIX
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CXL
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CXLI
475
CXLII
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CXLIII
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CXLIV
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CXLV
483
Urheberrecht

Andere Ausgaben - Alle anzeigen

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Häufige Begriffe und Wortgruppen

algorithm approximation assets asymptotic axes axis baccalauréat bank data Boston housing data boxplot canonical correlation Chapter clusters coefficient coefficient of determination column Compute confidence intervals Consider coordinates correlation matrix counterfeit bank notes covariance matrix data matrix data set decomposition defined denotes density diagonal dimension dimensional discriminant rule distance matrix eigenvalues eigenvectors estimate EXAMPLE EXERCISE F-test factor analysis Figure function genuine bank notes given groups H₁ histogram hypothesis independent interpretation L2-norm linear combination linear model mean measure median multinormal multivariate multivariate random variable n₁ n₂ normal distribution observations obtain orthogonal parameters plot point cloud population portfolio principal component analysis principal components Projection Pursuit pullovers random variables random vector regression representation sample scatterplot Section shows Summary Suppose Swiss bank notes Table technique Test Problem test statistic Theorem transformation variance weights X₁ Y₁ zero

Beliebte Passagen

Seite 7 - The book is divided into three main parts. The first part is devoted to graphical techniques describing the distributions of the variables involved.‎
Wird in 14 Büchern von 1934 bis 2007 erwähnt

Verweise auf dieses Buch

Bibliografische Informationen

TitelApplied Multivariate Statistical Analysis
AutorenWolfgang Härdle, Léopold Simar
Ausgabeillustriert
VerlagSpringer Science & Business Media, 2003
ISBN3540030794, 9783540030799
Länge486 Seiten
  
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