A User′s Guide to Principal Components
John Wiley & Sons Inc (Hersteller)
9780471725336 (ISBN)
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Don't get bogged down in theoretical matters and computational techniques. Focus instead on practical aspects of data reduction and interpretation. Dealing with the "how-to-do-it" as well as the '"why-it-works," this paperback edition of a Wiley bestseller is designed for practitioners of principal component analysis. Among the topics explored are extension to p variables, scaling input data, inferential procedures, operations with group data, and vector interpretation.
J. Edward Jackson received his Ph. D. from Virginia Tech in 1947. His first position was as a statistician for Eastman Kodak for whom he worked 37 years. He was self-employed from 1985-91. He and his wife, Suzanne, continue to live in New York.
Getting Started. PCA with More Than Two Variables. Scaling of Data. Inferential Procedures. Putting It All Together----Hearing Loss I. Operations with Group Data. Vector Interpretation I: Simplifications and Inferential Techniques. Vector Interpretation II: Rotation. A Case History----Hearing Loss II. Singular Value Decomposition: Multidimensional Scaling I. Distance Models: Multidimensional Scaling II. Linear Models I: Regression; PCA of Predictor Variables. Linear Models II: Analysis of Variance; PCA of Response Variables. Other Applications of PCA. Flatland: Special Procedures for Two Dimensions. Odds and Ends. What Is Factor Analysis Anyhow?. Other Competitors. Conclusion. Appendices. Bibliography. Author Index. Subject Index.
| Erscheint lt. Verlag | 1.2.2005 |
|---|---|
| Verlagsort | New York |
| Sprache | englisch |
| Gewicht | 10 g |
| Themenwelt | Mathematik / Informatik ► Mathematik |
| ISBN-13 | 9780471725336 / 9780471725336 |
| Zustand | Neuware |
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