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Statistical inference : the minimum distance approach

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Author(s): Ayanendranath Basu; Hiroyuki Shioya; Chanseok Park
Series: Monographs on statistics and applied probability (Series), 120
Publisher: CRC Press
Year: 2011

Language: English
Pages: xix, 409 p.. ; 25 cm
City: Boca Raton, FL
Tags: Математика;Теория вероятностей и математическая статистика;Математическая статистика;

Front Cover......Page 1
Dedication......Page 8
Contents......Page 10
Preface......Page 16
Acknowledgments......Page 20
1. Introduction......Page 22
2. Statistical Distances......Page 42
3. Continuous Models......Page 94
4. Measures of Robustness and Computational Issues......Page 136
5. The Hypothesis Testing Problem......Page 188
6. Techniques for Inlier Modification......Page 216
7. Weighted Likelihood Estimation......Page 256
8. Multinomial Goodness-of-Fit Testing......Page 286
9. The Density Power Divergence......Page 318
10. Other Applications......Page 348
11. Distance Measures in Information and Engineering......Page 360
12. Applications to Other Models......Page 374
Bibliography......Page 394