Parallel Algorithms for Linear Models

Name: Parallel Algorithms for Linear Models
Brand: Springer
SKU: 9780792377207
Price: 99.9 EUR
Availability: InStock

Numerical Methods and Estimation Problems

Autor: Erricos John Kontoghiorghes

Jazyk:

Väzba: Pevná

Vydavateľ: Springer

Dostupnosť: Skladom u dodávateľa

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Parallel Algorithms for Linear Models provides a complete and detailed account of the design, analys...

Informácie o knihe

Autor

Erricos John Kontoghiorghes

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2000

Stránok

183

EAN

9780792377207

ISBN

0792377206

Enbook ID

01397220

Vydavateľ

Springer

Hmotnosť

1050

Rozmery

155 x 235 x 16

Kompletný popis

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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Parallel Algorithms for Linear Models

Numerical Methods and Estimation Problems

Informácie o knihe

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