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Statistical inference [electronic resource] : the minimum distance approach / Ayanendranath Basu, Hiroyuki Shioya, Chanseok Park.

By: Contributor(s): Material type: TextSeries: Monographs on statistics and applied probability ; 120.Publication details: Boca Raton, Fla. : Chapman & Hall/CRC, 2011.Description: xix, 409 p. : illISBN:
  • 9781420099669 (ebook : PDF)
Subject(s): Genre/Form: Additional physical formats: No titleOnline resources: Available additional physical forms:
  • Also available in print edition.
Contents:
1. Introduction -- 2. Statistical distances -- 3. Continuous models -- 4. Measures of robustness and computational issues -- 5. The hypothesis testing problem -- 6. Techniques for inlier modification -- 7. Weighted likelihood estimation -- 8. Multinomial goodness-of-fit testing -- 9. The density power divergence -- 10. Other applications -- 11. Distance measures in information and engineering -- 12. Applications to other models.
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"A Chapman & Hall book."

Includes bibliographical references (p. 373-402) and index.

1. Introduction -- 2. Statistical distances -- 3. Continuous models -- 4. Measures of robustness and computational issues -- 5. The hypothesis testing problem -- 6. Techniques for inlier modification -- 7. Weighted likelihood estimation -- 8. Multinomial goodness-of-fit testing -- 9. The density power divergence -- 10. Other applications -- 11. Distance measures in information and engineering -- 12. Applications to other models.

Also available in print edition.

Mode of access: World Wide Web.

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