Name: Parallel Algorithms for Linear Models: Numerical Methods and Estimation Problems (en Inglés)
SKU: 58180385
Price: 104.67 USD
Availability: InStock
Author: Kontoghiorghes, Erricos
ISBN: 9781461370642

portada Parallel Algorithms for Linear Models: Numerical Methods and Estimation Problems (en Inglés)

Parallel Algorithms for Linear Models: Numerical Methods and Estimation Problems (en Inglés)

Formato

Libro Físico

Autor

Erricos Kontoghiorghes

Editorial

Springer

Idioma

Inglés

N° páginas

183

Encuadernación

Tapa Blanda

Dimensiones

23.4x15.6x1.1 cm

Peso

0.29 kg.

ISBN13

9781461370642

Categorías

Econometría
Medicina: cuestiones generales

Parallel Algorithms for Linear Models: Numerical Methods and Estimation Problems (en Inglés)

Erricos Kontoghiorghes (Autor) · Springer · Tapa Blanda

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Reseña del libro "Parallel Algorithms for Linear Models: Numerical Methods and Estimation Problems (en Inglés)"

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.