Topics in circular statistics:
Gespeichert in:
Bibliographische Detailangaben
1. Verfasser: Jammalamadaka, S. Rao (VerfasserIn)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: River Edge, N.J. World Scientific c2001
Schriftenreihe:Series on multivariate analysis v. 5
Schlagworte:
Online-Zugang:FAW01
FAW02
Volltext
Beschreibung:Includes bibliographical references (p. [295]-309) and indexes
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
"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, circular correlation and regression, etc. An important feature of this work is the S-plus subroutines provided for analyzing actual data sets. Coupled with the discussion of new theoretical research the book should benefit both the researcher and the practitioner."--Book jacket
Beschreibung:1 Online-Ressource (xi, 322 p.)
ISBN:9789810237783
9789812779267
9810237782
9812779264

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