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Parallel Algorithms for Linear Models

Numerical Methods and Estimation Problems

Language EnglishEnglish
Book Paperback
Book Parallel Algorithms for Linear Models Erricos Kontoghiorghes
Libristo code: 06796768
Publishers Springer-Verlag New York Inc., October 2012
Parallel Algorithms for Linear Models provides a complete and detailed account of the design, analys... Full description
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Parallel Algorithms for Linear Models provides a complete and detailed account of the design, analysis and implementation of parallel algorithms for solving large-scale linear models. It investigates and presents efficient, numerically stable algorithms for computing the least-squares estimators and other quantities of interest on massively parallel systems. §The monograph is in two parts. The first part consists of four chapters and deals with the computational aspects for solving linear models that have applicability in diverse areas. The remaining two chapters form the second part, which concentrates on numerical and computational methods for solving various problems associated with seemingly unrelated regression equations (SURE) and simultaneous equations models. §The practical issues of the parallel algorithms and the theoretical aspects of the numerical methods will be of interest to a broad range of researchers working in the areas of numerical and computational methods in statistics and econometrics, parallel numerical algorithms, parallel computing and numerical linear algebra. The aim of this monograph is to promote research in the interface of econometrics, computational statistics, numerical linear algebra and parallelism.

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About the book

Full name Parallel Algorithms for Linear Models
Language English
Binding Book - Paperback
Date of issue 2012
Number of pages 183
EAN 9781461370642
ISBN 1461370647
Libristo code 06796768
Weight 320
Dimensions 155 x 235 x 12
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