Statistical Inference

The Minimum Distance Approach

von Ayanendranath Basu, Hiroyuki Shioya, Chanseok Park

430 Seiten, Hardcover

Kurzbeschreibung des Verlags

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.

• Themen: Informatik und Informationstechnologie Allgemeine Themen
• ISBN: 9781420099652
• Sprache: Englisch
• Erscheinungsdatum: 22.06.2011
• Größe: 240 x 161 mm
• Verlag: Chapman and Hall/CRC