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Series on Multivariate Analysis - Vol. 5
TOPICS IN CIRCULAR STATISTICS
by S Rao Jammalamadaka (University of California, Santa Barbara, USA) & Ashis SenGupta (Indian Statistical Institute, India)
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.
Contents:
- Circular Probability Distributions
- Some Sampling Distributions
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Estimation of Parameters
- Tests for Mean Direction and Concentration
- Tests for Uniformity
- Nonparametric Testing Procedures
- Circular Correlation and Regression
- Predictive Inference for Directional Data
- Outliers and Related Problems
- Change-Point Problems
- Miscellaneous Topics
- Some Facts on Bessel Functions
- How to Use the CircStats Package
Readership: Researchers and practitioners dealing with circular data.
| 336pp |
Pub. date: May 2001 |
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