Multivariate Statistics Old School : Mathematical and Methodological Introduction to Multivariate Statistical Analytics
Language: English
Published by CreateSpace Independent Publishing Platform, 2015
- Softcover
- Used
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- Title
- Multivariate Statistics Old School : Mathematical and Methodological Introduction to Multivariate Statistical Analytics
- Author
- Marden, John I.
- Publisher
- CreateSpace Independent Publishing Platform
- Publication year
- 2015
- Condition
- As New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 1456538837
- ISBN 13
- 9781456538835
Topics include
- The multivariate normal and Wishart distributions
- Linear models, including multivariate regression and analysis of variance, and both-sides models (GMANOVA, repeated measures, growth curves)
- Linear algebra useful for multivariate statistics
- Covariance structures, including principal components, factor analysis, independence and conditional independence, and symmetry models
- Classification (linear and quadratic discrimination, trees, logistic regression)
- Clustering (K-means, model-based, hierarchical)
- Other techniques, including biplots, canonical correlations, and multidimensional scaling
This text was developed over many years by the author, John Marden, while teaching in the Department of Statistics, University of Illinois at Urbana-Champaign.
"Synopsis" may belong to another edition of this title.
GreatBookPrices
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