Statistical Inference: The Minimum Distance Approach: 120 (Chapman & Hall/CRC Monographs on Statistics and Applied Probability) - Tapa dura

Basu, Ayanendranath; Park, Chanseok; Shioya, Hiroyuki

 
9781420099652: Statistical Inference: The Minimum Distance Approach: 120 (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Sinopsis

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.

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Acerca del autor

Ayanendranath Basu, Hiroyuki Shioya, Chanseok Park

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Otras ediciones populares con el mismo título

9781032477633: Statistical Inference: The Minimum Distance Approach (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Edición Destacada

ISBN 10:  1032477636 ISBN 13:  9781032477633
Editorial: Chapman and Hall/CRC, 2023
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