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Handbook of Parallel Computing and Statistics (Statistics: A Series of Textbooks and Monographs) - Hardcover
Book 29 of 88: Statistics: A Series of Textbooks and Monographs
Synopsis
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.
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About the Author
Erricos John Kontoghiorghes
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Handbook of Parallel Computing and Statistics
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Handbook of Parallel Computing and Statistics (Hardcover)
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Taylor & Francis Inc, New York, 2005
ISBN 10: 082474067X
ISBN 13: 9780824740672
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Hardcover. Condition: new. Hardcover. 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. Covers the principles and theoretical models of parallel computing, and the design, analysis, and application of algorithms for solving statistical problems. Offering an introduction to parallel computing, this book explores the architecture, programming, and computational aspects of parallel processing. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9780824740672
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Condition: New. Erricos John KontoghiorghesTechnological 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 co. Seller Inventory # 898858620
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Condition: New. Covers the principles and theoretical models of parallel computing, and the design, analysis, and application of algorithms for solving statistical problems. Offering an introduction to parallel computing, this book explores the architecture, programming, and computational aspects of parallel processing. Editor(s): Kontoghiorghes, Erricos John. Series: Statistics: A Series of Textbooks and Monographs. Num Pages: 552 pages, 69 black & white illustrations, 59 black & white tables, 1 black & white halftones. BIC Classification: UMB; UYA. Category: (G) General (US: Trade); (P) Professional & Vocational. Dimension: 254 x 178 x 35. Weight in Grams: 1111. . 2005. Hardback. . . . . Seller Inventory # V9780824740672
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Condition: New. Covers the principles and theoretical models of parallel computing, and the design, analysis, and application of algorithms for solving statistical problems. Offering an introduction to parallel computing, this book explores the architecture, programming, and computational aspects of parallel processing. Editor(s): Kontoghiorghes, Erricos John. Series: Statistics: A Series of Textbooks and Monographs. Num Pages: 552 pages, 69 black & white illustrations, 59 black & white tables, 1 black & white halftones. BIC Classification: UMB; UYA. Category: (G) General (US: Trade); (P) Professional & Vocational. Dimension: 254 x 178 x 35. Weight in Grams: 1111. . 2005. Hardback. . . . . Books ship from the US and Ireland. Seller Inventory # V9780824740672
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Handbook of Parallel Computing and Statistics (Hardcover)
Published by
Taylor & Francis Inc, New York, 2005
ISBN 10: 082474067X
ISBN 13: 9780824740672
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Hardcover. Condition: new. Hardcover. 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. Covers the principles and theoretical models of parallel computing, and the design, analysis, and application of algorithms for solving statistical problems. Offering an introduction to parallel computing, this book explores the architecture, programming, and computational aspects of parallel processing. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability. Seller Inventory # 9780824740672
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