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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Mathematik Wahrscheinlichkeitstheorie & Statistik Optimization Heuristics in Econometrics
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Optimization Heuristics in Econometrics
Peter Winker (Gebundene Ausgabe, Englisch)
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Beschreibung
Many problems in statistics and econometrics offer themselves naturally to the use of optimization heuristics. Standard methods applied to highly complex problems often produce approximate results, of unknown quality, based on heavy assumptions. Optimization heuristic methods provide powerful results to many complex problems, combined with relatively simple implementation. The techniques used in… optimization heurisitics can be applied to problems encountered in econometrics, statistics and operations research.
* Offers a self-contained introduction to optimization heuristics in econometrics and statistics
* Features many examples of optimization heuristic methods applied to real problems
* Includes detailed coverage of the threshold accepting heuristic methods applied to real problems
* Provides suggestions for further reading
Split into three parts, the book opens with a general introduction to optimization in statistics and econometrics, followed by detailed discussion of a relatively new and very powerful optimization heuristic, threshold accepting. The final part consists of many applications of the methods described earlier, encompassing experimental design, model selection, aggregation of time series, and censored quantile regression models.
Those researching and working in econometrics, statistics and operations research are given the tools to apply optimization heuristic methods to real problems in their work. Postgraduate students of statistics and econometrics will find the book provides a good introduction to optimization heuristic methods. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
10.11.2000
Sprache
Englisch
EAN
9780471856313
Herausgeber
John Wiley & Sons
Serien- oder Bandtitel
Wiley Series in Probability and Statistics
Sonderedition
Nein
Autor
Peter Winker
Seitenanzahl
344
Einbandart
Gebundene Ausgabe
Buch Untertitel
A Simple Approach for Complex Problems with Threshold Accepting
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