Computational Aspects of Model Choice:
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Heidelberg
Physica-Verlag HD
1993
|
| Schriftenreihe: | Contributions to Statistics
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Beschreibung: | Although no-one is, probably, too enthused about the idea, it is a fact that the development of most empirical sciences to a great extend depends of the development of data analysis methods and techniques, which, due to the necessity of applications of computers for that purpose, actually means that it practically depends on the advancements and orientation of computational statistics. This volume contains complete texts of the lectures held during the Summer School on "Computational Aspects of Model Choice" organized jointly by Charles University, Prague, and International Association for Statistical Computing (IASC) on July 1-14, 1991, in Prague. Main aims of the Summer School were to review and analyse some of the recent developments concerning computational aspects of the model choice as well as their theoretical background. The topics covers the problems of the change point detection, robust estimation and its computational aspects, classification using binary trees, stochastic approximation and optimization including the discussion about available software, computational aspects of graphical model selection and multiple hypotheses testing. The bridge between these different approaches is formed by the survey paper about statistical applications of artificial intelligence |
| Beschreibung: | 1 Online-Ressource (VIII, 286p. 19 illus) |
| ISBN: | 9783642997662 9783790806526 |
| ISSN: | 1431-1968 |
| DOI: | 10.1007/978-3-642-99766-2 |
Internformat
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Datensatz im Suchindex
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| doi_str_mv | 10.1007/978-3-642-99766-2 |
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| spelling | Computational Aspects of Model Choice edited by Jaromír Antoch Heidelberg Physica-Verlag HD 1993 1 Online-Ressource (VIII, 286p. 19 illus) txt rdacontent c rdamedia cr rdacarrier Contributions to Statistics 1431-1968 Although no-one is, probably, too enthused about the idea, it is a fact that the development of most empirical sciences to a great extend depends of the development of data analysis methods and techniques, which, due to the necessity of applications of computers for that purpose, actually means that it practically depends on the advancements and orientation of computational statistics. This volume contains complete texts of the lectures held during the Summer School on "Computational Aspects of Model Choice" organized jointly by Charles University, Prague, and International Association for Statistical Computing (IASC) on July 1-14, 1991, in Prague. Main aims of the Summer School were to review and analyse some of the recent developments concerning computational aspects of the model choice as well as their theoretical background. The topics covers the problems of the change point detection, robust estimation and its computational aspects, classification using binary trees, stochastic approximation and optimization including the discussion about available software, computational aspects of graphical model selection and multiple hypotheses testing. The bridge between these different approaches is formed by the survey paper about statistical applications of artificial intelligence Statistics Distribution (Probability theory) Economics / Statistics Statistics for Business/Economics/Mathematical Finance/Insurance Probability Theory and Stochastic Processes Statistik Wirtschaft Modellwahl (DE-588)4304786-5 gnd rswk-swf Computerunterstütztes Verfahren (DE-588)4139030-1 gnd rswk-swf 1\p (DE-588)1071861417 Konferenzschrift gnd-content Modellwahl (DE-588)4304786-5 s Computerunterstütztes Verfahren (DE-588)4139030-1 s 2\p DE-604 Antoch, Jaromír (DE-588)114005340X edt https://doi.org/10.1007/978-3-642-99766-2 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Computational Aspects of Model Choice Statistics Distribution (Probability theory) Economics / Statistics Statistics for Business/Economics/Mathematical Finance/Insurance Probability Theory and Stochastic Processes Statistik Wirtschaft Modellwahl (DE-588)4304786-5 gnd Computerunterstütztes Verfahren (DE-588)4139030-1 gnd |
| subject_GND | (DE-588)4304786-5 (DE-588)4139030-1 (DE-588)1071861417 |
| title | Computational Aspects of Model Choice |
| title_auth | Computational Aspects of Model Choice |
| title_exact_search | Computational Aspects of Model Choice |
| title_full | Computational Aspects of Model Choice edited by Jaromír Antoch |
| title_fullStr | Computational Aspects of Model Choice edited by Jaromír Antoch |
| title_full_unstemmed | Computational Aspects of Model Choice edited by Jaromír Antoch |
| title_short | Computational Aspects of Model Choice |
| title_sort | computational aspects of model choice |
| topic | Statistics Distribution (Probability theory) Economics / Statistics Statistics for Business/Economics/Mathematical Finance/Insurance Probability Theory and Stochastic Processes Statistik Wirtschaft Modellwahl (DE-588)4304786-5 gnd Computerunterstütztes Verfahren (DE-588)4139030-1 gnd |
| topic_facet | Statistics Distribution (Probability theory) Economics / Statistics Statistics for Business/Economics/Mathematical Finance/Insurance Probability Theory and Stochastic Processes Statistik Wirtschaft Modellwahl Computerunterstütztes Verfahren Konferenzschrift |
| url | https://doi.org/10.1007/978-3-642-99766-2 |
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