Parallel Algorithms for Linear Models: Numerical Methods and Estimation Problems
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...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York, NY
Springer US
2000
|
| Ausgabe: | 1st ed. 2000 |
| Schriftenreihe: | Advances in Computational Economics
15 |
| Schlagworte: | |
| Online-Zugang: | BTU01 Volltext |
| Zusammenfassung: | 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 |
| Beschreibung: | 1 Online-Ressource (XVII, 183 p) |
| ISBN: | 9781461545712 |
| DOI: | 10.1007/978-1-4615-4571-2 |
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| discipline | Mathematik Wirtschaftswissenschaften |
| discipline_str_mv | Mathematik Wirtschaftswissenschaften |
| doi_str_mv | 10.1007/978-1-4615-4571-2 |
| edition | 1st ed. 2000 |
| format | Electronic eBook |
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| id | DE-604.BV046872860 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T15:15:38Z |
| indexdate | 2024-07-10T08:56:10Z |
| institution | BVB |
| isbn | 9781461545712 |
| language | English |
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| physical | 1 Online-Ressource (XVII, 183 p) |
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| series2 | Advances in Computational Economics |
| spelling | Kontoghiorghes, Erricos Verfasser aut Parallel Algorithms for Linear Models Numerical Methods and Estimation Problems by Erricos Kontoghiorghes 1st ed. 2000 New York, NY Springer US 2000 1 Online-Ressource (XVII, 183 p) txt rdacontent c rdamedia cr rdacarrier Advances in Computational Economics 15 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 Economic Theory/Quantitative Economics/Mathematical Methods Statistics for Business, Management, Economics, Finance, Insurance Econometrics Economic theory Statistics Erscheint auch als Druck-Ausgabe 9780792377207 Erscheint auch als Druck-Ausgabe 9781461370642 Erscheint auch als Druck-Ausgabe 9781461545729 https://doi.org/10.1007/978-1-4615-4571-2 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Kontoghiorghes, Erricos Parallel Algorithms for Linear Models Numerical Methods and Estimation Problems Economic Theory/Quantitative Economics/Mathematical Methods Statistics for Business, Management, Economics, Finance, Insurance Econometrics Economic theory Statistics |
| title | Parallel Algorithms for Linear Models Numerical Methods and Estimation Problems |
| title_auth | Parallel Algorithms for Linear Models Numerical Methods and Estimation Problems |
| title_exact_search | Parallel Algorithms for Linear Models Numerical Methods and Estimation Problems |
| title_exact_search_txtP | Parallel Algorithms for Linear Models Numerical Methods and Estimation Problems |
| title_full | Parallel Algorithms for Linear Models Numerical Methods and Estimation Problems by Erricos Kontoghiorghes |
| title_fullStr | Parallel Algorithms for Linear Models Numerical Methods and Estimation Problems by Erricos Kontoghiorghes |
| title_full_unstemmed | Parallel Algorithms for Linear Models Numerical Methods and Estimation Problems by Erricos Kontoghiorghes |
| title_short | Parallel Algorithms for Linear Models |
| title_sort | parallel algorithms for linear models numerical methods and estimation problems |
| title_sub | Numerical Methods and Estimation Problems |
| topic | Economic Theory/Quantitative Economics/Mathematical Methods Statistics for Business, Management, Economics, Finance, Insurance Econometrics Economic theory Statistics |
| topic_facet | Economic Theory/Quantitative Economics/Mathematical Methods Statistics for Business, Management, Economics, Finance, Insurance Econometrics Economic theory Statistics |
| url | https://doi.org/10.1007/978-1-4615-4571-2 |
| work_keys_str_mv | AT kontoghiorgheserricos parallelalgorithmsforlinearmodelsnumericalmethodsandestimationproblems |