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Statistical Computing

Existing Methods and Recent Development

By (author) A. Basu, D. Kundu
Format: Hardback
Publisher: Alpha Science International Ltd, Oxford, United Kingdom
Published: 15th Jun 2004
Dimensions: w 160mm h 240mm d 20mm
Weight: 906g
ISBN-10: 1842652028
ISBN-13: 9781842652022
Barcode No: 9781842652022
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Synopsis
Statistical Computing: Existing Methods and Recent Developments attempts to provide a state of the art account of existing methods and recent developments in the so called new field of Statistical Computing. Fourteen different chapters deal with a wide range of topics. This includes introductory topics such as the basic numerical analysis methods, random number generation, graphical techniques used in statistical data analysis and other areas. It also covers the more specialized techniques such as the EM algorithm, genetic algorithms, nonparametric smoothing techniques, resampling methods, and artificial neural network models, to name a few. In addition, the volume also deals with the computational issues involved in the analysis of mixture models, adaptive designs, weighted distributions, and statistical signal processing, topics which are unlikely to be covered in a standard text on Statistical Computing.

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