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Topics in circular statistics /
"This research monograph on circular data analysis covers some recent advances in the field, besides providing a brief introduction to, and a review of, existing methods and models. The primary focus is on recent research into topics such as change-point problems, predictive distributions, circ...
| Cote: | Libro Electrónico |
|---|---|
| Auteurs principaux: | , |
| Format: | Électronique eBook |
| Langue: | Inglés |
| Publié: |
River Edge, N.J. :
World Scientific,
©2001.
|
| Collection: | Series on multivariate analysis ;
v. 5. |
| Sujets: | |
| Accès en ligne: | Texto completo |
Table des matières:
- 1. Introduction. 1.1. Introduction. 1.2. Applications and Background. 1.3. Descriptive Statistics
- 2. Circular Probability Distributions. 2.1. Introduction. 2.2. Circular Distributions. 2.3. Bivariate Circular Distributions. 2.4. Generation of Circular Random Variables. 2.5. Appendix: Curved Exponential Families and CND
- 3. Some Sampling Distributions. 3.1. Introduction. 3.2. Generalized Pearson's Random Walk Problem. 3.3. Sampling Distributions for CN Distribution. 3.4. Some Large Sample Results. 3.5. Two or More Samples. 3.6. Approximate Distributions for Large [kappa]
- 4. Estimation of Parameters. 4.1. Introduction. 4.2. CN Distribution. 4.3. CN Mixtures. 4.4. ML Estimation for the WC Distribution. 4.5. Circular Beta Distribution. 4.6. WS Family. 4.7. Confidence Intervals. 4.8. Appendix: Proofs
- 5. Tests for Mean Direction and Concentration. 5.1. Introduction. 5.2. Single Population. 5.3. Two or More Populations.