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Topics in Circular Statistics
S. Rao Jammalamadaka
Ambar Sengupta
Ashis Sengupta
出版
World Scientific
, 2001
主題
Mathematics / Differential Equations / General
Mathematics / Probability & Statistics / General
ISBN
9812779264
9789812779267
URL
http://books.google.com.hk/books?id=sKqWMGqQXQkC&hl=&source=gbs_api
EBook
SAMPLE
註釋
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; 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.