Handbook of Parallel Computing and Statistics

Language: English

Published by CRC Press Dez 2005, 2005

082474067X / 9780824740672

Series: Book 29 of 88 - Statistics: A Series of Textbooks and Monographs

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Neuware - Technological improvements continue to push back the frontier of processor speed in modern computers. Unfortunately, the computational intensity demanded by modern research problems grows even faster. Parallel computing has emerged as the most successful bridge to this computational gap, and many popular solutions have emerged based on its concepts, such as grid computing and massively parallel supercomputers. The Handbook of Parallel Computing and Statistics systematically applies the principles of parallel computing for solving increasingly complex problems in statistics research.This unique reference weaves together the principles and theoretical models of parallel computing with the design, analysis, and application of algorithms for solving statistical problems. After a brief introduction to parallel computing, the book explores the architecture, programming, and computational aspects of parallel processing. Focus then turns to optimization methods followed by statistical applications. These applications include algorithms for predictive modeling, adaptive design, real-time estimation of higher-order moments and cumulants, data mining, econometrics, and Bayesian computation. Expert contributors summarize recent results and explore new directions in these areas. Its intricate combination of theory and practical applications makes the Handbook of Parallel Computing and Statistics an ideal companion for helping solve the abundance of computation-intensive statistical problems arising in a variety of fields.…

Seller Inventory # 9780824740672

Title
Handbook of Parallel Computing and Statistics
Author
Erricos John Kontoghiorghes
Publisher
CRC Press Dez 2005
Publication year
2005
Condition
Neu
Binding
Buch
Language
English
ISBN 10
082474067X
ISBN 13
9780824740672
Item weight
1,125 grams
Dimensions
251x189x35 mm
Series
Book 29 of 88: Statistics: A Series of Textbooks and Monographs

AHA-BUCH GmbH

Einbeck, Germany

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