Methods of multivariate analysis
著者
書誌事項
Methods of multivariate analysis
（Wiley series in probability and mathematical statistics, . Probability and mathematical statistics）
Wiley, c1995
- : cloth
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注記
"A Wiley-Interscience publication"
System requirements for accompanying computer disk: PC-compatible computer
Bibliography: p. 606-617
Includes index
内容説明・目次
内容説明
Researchers involved in the collection of scientific data often end up with multivariate systems. When several variables are simultaneously measured on the same experimental unity, they are usually correlated, and the pattern formed is often too difficult for the human mind to grasp. This text discusses in detail many proven techniques for finding the dimensionality of the pattern and unravelling the information contained in the complexity of variables. The book includes exercises and solutions as well as 41 data sets taken from various areas of application, such as engineering, manufacturing, medicine, social science and economics.
目次
- Matrix Algebra
- Characterizing and Displaying Multivariate Data
- Multivariate Normal Distribution
- Principal Component Analysis
- Factor Analysis
- Discriminant Analysis
- Classification Analysis
- Multivariate Samples and Populations
- Tests on One Mean Vector
- Tests on Two Mean Vectors
- Multivariate Analysis of Variance I
- Multivariate Analysis of Variance II
- Tests on Covariance Matrices
- Multiple Regression
- Multivariate Multiple Regression
- Canonical Correlation.
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