This long-awaited revision combines a theoretical and data analytic approach to the subject, whilst emphasising modern developments in the field. Topics covered include econometrics, principal component analysis, factor analysis, canonical correlation analysis, discriminate analysis, cluster analysis, multi-dimensional scaling and directional data. Several methods of presentation, which helped make the first edition popular with professional statisticians and students alike, are used. For example, the data matrix is emphasised throughout, and density-free approach is given to normal theory. Tests are constructed using the likelihood ratio principle and the union intersection principle, and graphical methods are used in explanation.
- ISBN10 0080924565
- ISBN13 9780080924564
- Publish Date 1 January 2014 (first published 1 November 2005)
- Publish Status Active
- Publish Country US
- Imprint Academic Press
- Edition 2nd ed.
- Format eBook
- Pages 450
- Language English