Statistical Inference : The Minimum Distance Approach

Ayanendranath Basu

ISBN 10: 1420099655 / ISBN 13: 9781420099652

Verlag: Chapman And Hall/CRC, 2011

Beschreibung

nach der Bestellung gedruckt Neuware - Printed after ordering - This book gives a comprehensive account of density-based minimum distance methods and their use in statistical inference. It covers statistical distances, density-based minimum distance methods, discrete and continuous models, asymptotic distributions, robustness, computational issues, residual adjustment functions, graphical descriptions of robustness, penalized and combined distances, multisample methods, weighted likelihood, and multinomial goodness-of-fit tests. The book also introduces the minimum distance methodology in interdisciplinary areas, such as neural networks and image processing, as well as specialized models and problems, including regression, mixture models, survival and Bayesian analysis, and more.

Bestandsnummer des Verkäufers 9781420099652

Bibliografische Details

• Titel: Statistical Inference : The Minimum Distance Approach
• Verlag: Chapman And Hall/CRC
• Erscheinungsjahr: 2011
• Sprache: Englisch
• ISBN-10: 1420099655
• ISBN-13: 9781420099652
• Einband: Buch
• Zustand: Neu

Über diesen Titel

Inhaltsangabe

This book gives a comprehensive account of density-based minimum distance methods and their use in statistical inference. It covers statistical distances, density-based minimum distance methods, discrete and continuous models, asymptotic distributions, robustness, computational issues, residual adjustment functions, graphical descriptions of robustness, penalized and combined distances, multisample methods, weighted likelihood, and multinomial goodness-of-fit tests. The book also introduces the minimum distance methodology in interdisciplinary areas, such as neural networks and image processing, as well as specialized models and problems, including regression, mixture models, survival and Bayesian analysis, and more.

Über die Autorin bzw. den Autor

Ayanendranath Basu, Hiroyuki Shioya, Chanseok Park