Parallel Algorithms for Linear Models

Name: Parallel Algorithms for Linear Models
Brand: Springer
SKU: 9780792377207
Price: 105.19 EUR
Availability: InStock

Numerical Methods and Estimation Problems

Автор: Erricos John Kontoghiorghes

Език:

Корици: С твърди корици

Издател: Springer

Наличност: Външен склад

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105.19 € 205.74 лв

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

Информация за книгата

Автор

Erricos John Kontoghiorghes

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2000

страници

183

EAN

9780792377207

ISBN

0792377206

Enbook ID

01397220

Издател

Springer

Теглоt

1050

Размери

155 x 235 x 16

Пълно описание

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

Информация за книгата

Пълно описание

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