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Topics in circular statistics

Author: S Rao Jammalamadaka; Ashis Sengupta
Publisher: River Edge, N.J. : World Scientific, ©2001.
Series: Series on multivariate analysis, v. 5.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
"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  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Jammalamadaka, S. Rao.
Topics in circular statistics.
River Edge, N.J. : World Scientific, c2001
(DLC) 2001024071
(OCoLC)46321095
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: S Rao Jammalamadaka; Ashis Sengupta
ISBN: 9789812779267 9812779264
OCLC Number: 261344708
Description: 1 online resource (xi, 322 p.) : ill.
Contents: 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.
Series Title: Series on multivariate analysis, v. 5.
Responsibility: S. Rao Jammalamadaka, A. Sengupta.

Abstract:

This research monograph on circular data analysis covers advances in the field, as well as providing a brief introduction to, and a review of, existing methods and models. The primary focus is on  Read more...

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