03023oam 2200661I 450 991046117190332120200520144314.00-429-13390-11-283-31148-897866133114811-4200-9966-310.1201/b10956 (CKB)2670000000122506(EBL)1633203(SSID)ssj0000546079(PQKBManifestationID)11391364(PQKBTitleCode)TC0000546079(PQKBWorkID)10509898(PQKB)11275703(MiAaPQ)EBC1633203(Au-PeEL)EBL1633203(CaPaEBR)ebr10502499(CaONFJC)MIL331148(OCoLC)740912851(OCoLC)759865776(EXLCZ)99267000000012250620180331d2011 uy 0engur|n|---|||||txtccrStatistical inference the minimum distance approach /Ayanendranath Basu, Hiroyuki Shioya, Chanseok ParkBoca Raton, Fla. :Chapman & Hall/CRC,2011.1 online resource (424 p.)Monographs on statistics and applied probability ;120A Chapman & Hall book.1-4200-9965-5 Includes bibliographical references.Front Cover; Dedication; Contents; Preface; Acknowledgments; 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; BibliographyIn many ways, estimation by an appropriate minimum distance method is one of the most natural ideas in statistics. However, there are many different ways of constructing an appropriate distance between the data and the model: the scope of study referred to by ""Minimum Distance Estimation"" is literally huge. Filling a statistical resource gap, Statistical Inference: The Minimum Distance Approach comprehensively overviews developments in density-based minimum distance inference for independently and identically distributed data. Extensions to other more complex models are also discussed. ComprMonographs on statistics and applied probability ;120.Estimation theoryDistancesElectronic books.Estimation theory.Distances.519.5/44Basu Ayanendranath.517806Shioya Hiroyuki517807Park Chanseok517808MiAaPQMiAaPQMiAaPQBOOK9910461171903321Statistical inference848753UNINA