Parallel Algorithms for Linear Models

Name: Parallel Algorithms for Linear Models
Brand: Springer-Verlag New York Inc.
SKU: 9781461370642
Price: 428.3 PLN
Availability: InStock

Numerical Methods and Estimation Problems

Autor: Erricos Kontoghiorghes

Język:

Oprawa: Miękka

Wydawca: Springer-Verlag New York Inc.

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

Informacje o książce

Autor

Erricos Kontoghiorghes

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2012

strony

183

EAN

9781461370642

ISBN

1461370647

Enbook ID

06796768

Wydawca

Springer-Verlag New York Inc.

Waga

320

Wymiary

155 x 235 x 12

Pełny opis

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

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