Parallel Algorithms for Linear Models

Parallel Algorithms for Linear Models

Author: Erricos Kontoghiorghes

Publisher: Springer Science & Business Media

ISBN: 0792377206

Category: Business & Economics

Page: 182

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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.
Parallel Algorithms for Linear Models
Language: en
Pages: 182
Authors: Erricos Kontoghiorghes
Categories: Business & Economics
Type: BOOK - Published: 2000-01-31 - Publisher: Springer Science & Business Media

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
Handbook of Parallel Computing and Statistics
Language: en
Pages: 552
Authors: Erricos John Kontoghiorghes
Categories: Computers
Type: BOOK - Published: 2005-12-21 - Publisher: CRC Press

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
Encyclopedia of Parallel Computing
Language: en
Pages: 2175
Authors: David Padua
Categories: Computers
Type: BOOK - Published: 2011-09-08 - Publisher: Springer Science & Business Media

Containing over 300 entries in an A-Z format, the Encyclopedia of Parallel Computing provides easy, intuitive access to relevant information for professionals and researchers seeking access to any aspect within the broad field of parallel computing. Topics for this comprehensive reference were selected, written, and peer-reviewed by an international pool
Computational Methods in Decision-Making, Economics and Finance
Language: en
Pages: 656
Authors: Erricos John Kontoghiorghes Berc Rustem Stavros Siokos, Erricos John Kontoghiorghes, B. Rustem, S. Siokos
Categories: Business & Economics
Type: BOOK - Published: 2002-08-31 - Publisher: Springer Science & Business Media

Computing has become essential for the modeling, analysis, and optimization of systems. This book is devoted to algorithms, computational analysis, and decision models. The chapters are organized in two parts: optimization models of decisions and models of pricing and equilibria. Optimization is at the core of rational decision making. Even
COMPSTAT
Language: en
Pages: 507
Authors: Albert Prat
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

COMPSTAT symposia have been held regularly since 1974 when they started in Vienna. This tradition has made COMPSTAT a major forum for the interplay of statistics and computer sciences with contributions from many well known scientists all over the world. The scientific programme of COMPSTAT '96 covers all aspects of