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Applied Multivariate Statistical Analysis / by Wolfgang Härdle, Léopold Simar

データ種別 電子ブック
出版者 Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer
出版年 2003
本文言語 英語
大きさ IV, 486 p : online resource

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URL 電子ブック


EB0101189

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内容注記 I Descriptive Techniques
1 Comparison of Batches
II Multivariate Random Variables
2 A Short Excursion into Matrix Algebra
3 Moving to Higher Dimensions
4 Multivariate Distributions
5 Theory of the Multinormal
6 Theory of Estimation
7 Hypothesis Testing
III Multivariate Techniques
8 Decomposition of Data Matrices by Factors
9 Principal Components Analysis
10 Factor Analysis
11 Cluster Analysis
12 Discriminant Analysis
13 Correspondence Analysis
14 Canonical Correlation Analysis
15 Multidimensional Scaling
16 Conjoint Measurement Analysis
17 Applications in Finance
18 Highly Interactive, Computationally Intensive Techniques
A Symbols and Notation
B Data
B.1 Boston Housing Data
B.2 Swiss Bank Notes
B.3 Car Data
B.4 Classic Blue Pullovers Data
B.5 U.S. Companies Data
B.6 French Food Data
B.7 Car Marks
B.8 French Baccalauréat Frequencies
B.9 Journaux Data
B.10 U.S. Crime Data
B.11 Plasma Data
B.12 WAIS Data
B.13 ANOVA Data
B.14 Timebudget Data
B.15 Geopol Data
B.16 U.S. Health Data
B.17 Vocabulary Data
B.18 Athletic Records Data
B.19 Unemployment Data
B.20 Annual Population Data
一般注記 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
著者標目 *Härdle, Wolfgang author
Simar, Léopold author
SpringerLink (Online service)
件　名 LCSH:Mathematics
LCSH:Probabilities
LCSH:Statistics
LCSH:Economic theory
FREE:Mathematics
FREE:Probability Theory and Stochastic Processes
FREE:Statistical Theory and Methods
FREE:Statistics for Business/Economics/Mathematical Finance/Insurance
FREE:Economic Theory/Quantitative Economics/Mathematical Methods
分　類 DC23:519.2
巻冊次 ISBN:9783662058022 REFWLINK
ISBN 9783662058022
URL http://dx.doi.org/10.1007/978-3-662-05802-2
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