Soft Methods in Probability, Statistics and Data Analysis:
Classical probability theory and mathematical statistics appear sometimes too rigid for real life problems, especially while dealing with vague data or imprecise requirements. These problems have motivated many researchers to "soften" the classical theory. Some "softening" approa...
Gespeichert in:
| Weitere beteiligte Personen: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Heidelberg
Physica-Verlag HD
2002
|
| Schriftenreihe: | Advances in Intelligent and Soft Computing
16 |
| Schlagwörter: | |
| Links: | https://doi.org/10.1007/978-3-7908-1773-7 https://doi.org/10.1007/978-3-7908-1773-7 https://doi.org/10.1007/978-3-7908-1773-7 |
| Zusammenfassung: | Classical probability theory and mathematical statistics appear sometimes too rigid for real life problems, especially while dealing with vague data or imprecise requirements. These problems have motivated many researchers to "soften" the classical theory. Some "softening" approaches utilize concepts and techniques developed in theories such as fuzzy sets theory, rough sets, possibility theory, theory of belief functions and imprecise probabilities, etc. Since interesting mathematical models and methods have been proposed in the frameworks of various theories, this text brings together experts representing different approaches used in soft probability, statistics and data analysis |
| Umfang: | 1 Online-Ressource (X, 372 p. 26 illus) |
| ISBN: | 9783790817737 |
| DOI: | 10.1007/978-3-7908-1773-7 |
Internformat
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| 520 | |a Classical probability theory and mathematical statistics appear sometimes too rigid for real life problems, especially while dealing with vague data or imprecise requirements. These problems have motivated many researchers to "soften" the classical theory. Some "softening" approaches utilize concepts and techniques developed in theories such as fuzzy sets theory, rough sets, possibility theory, theory of belief functions and imprecise probabilities, etc. Since interesting mathematical models and methods have been proposed in the frameworks of various theories, this text brings together experts representing different approaches used in soft probability, statistics and data analysis | ||
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Datensatz im Suchindex
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| discipline | Mathematik Wirtschaftswissenschaften |
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| isbn | 9783790817737 |
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| spelling | Soft Methods in Probability, Statistics and Data Analysis edited by Przemysław Grzegorzewski, Olgierd Hryniewicz, María Ángeles Gil Heidelberg Physica-Verlag HD 2002 1 Online-Ressource (X, 372 p. 26 illus) txt rdacontent c rdamedia cr rdacarrier Advances in Intelligent and Soft Computing 16 Classical probability theory and mathematical statistics appear sometimes too rigid for real life problems, especially while dealing with vague data or imprecise requirements. These problems have motivated many researchers to "soften" the classical theory. Some "softening" approaches utilize concepts and techniques developed in theories such as fuzzy sets theory, rough sets, possibility theory, theory of belief functions and imprecise probabilities, etc. Since interesting mathematical models and methods have been proposed in the frameworks of various theories, this text brings together experts representing different approaches used in soft probability, statistics and data analysis Mathematics Probability Theory and Stochastic Processes Probability and Statistics in Computer Science Statistics for Business/Economics/Mathematical Finance/Insurance Artificial Intelligence (incl. Robotics) Mathematical statistics Artificial intelligence Probabilities Statistics Datenanalyse (DE-588)4123037-1 gnd rswk-swf Wahrscheinlichkeitstheorie (DE-588)4079013-7 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Soft Computing (DE-588)4455833-8 gnd rswk-swf 1\p (DE-588)4143413-4 Aufsatzsammlung gnd-content Datenanalyse (DE-588)4123037-1 s Soft Computing (DE-588)4455833-8 s 2\p DE-604 Statistik (DE-588)4056995-0 s 3\p DE-604 Wahrscheinlichkeitstheorie (DE-588)4079013-7 s 4\p DE-604 Grzegorzewski, Przemysław edt Hryniewicz, Olgierd edt Gil, María Ángeles edt Erscheint auch als Druck-Ausgabe 9783790815269 https://doi.org/10.1007/978-3-7908-1773-7 Verlag URL des Erstveröffentlichers 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 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 4\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Soft Methods in Probability, Statistics and Data Analysis Mathematics Probability Theory and Stochastic Processes Probability and Statistics in Computer Science Statistics for Business/Economics/Mathematical Finance/Insurance Artificial Intelligence (incl. Robotics) Mathematical statistics Artificial intelligence Probabilities Statistics Datenanalyse (DE-588)4123037-1 gnd Wahrscheinlichkeitstheorie (DE-588)4079013-7 gnd Statistik (DE-588)4056995-0 gnd Soft Computing (DE-588)4455833-8 gnd |
| subject_GND | (DE-588)4123037-1 (DE-588)4079013-7 (DE-588)4056995-0 (DE-588)4455833-8 (DE-588)4143413-4 |
| title | Soft Methods in Probability, Statistics and Data Analysis |
| title_auth | Soft Methods in Probability, Statistics and Data Analysis |
| title_exact_search | Soft Methods in Probability, Statistics and Data Analysis |
| title_full | Soft Methods in Probability, Statistics and Data Analysis edited by Przemysław Grzegorzewski, Olgierd Hryniewicz, María Ángeles Gil |
| title_fullStr | Soft Methods in Probability, Statistics and Data Analysis edited by Przemysław Grzegorzewski, Olgierd Hryniewicz, María Ángeles Gil |
| title_full_unstemmed | Soft Methods in Probability, Statistics and Data Analysis edited by Przemysław Grzegorzewski, Olgierd Hryniewicz, María Ángeles Gil |
| title_short | Soft Methods in Probability, Statistics and Data Analysis |
| title_sort | soft methods in probability statistics and data analysis |
| topic | Mathematics Probability Theory and Stochastic Processes Probability and Statistics in Computer Science Statistics for Business/Economics/Mathematical Finance/Insurance Artificial Intelligence (incl. Robotics) Mathematical statistics Artificial intelligence Probabilities Statistics Datenanalyse (DE-588)4123037-1 gnd Wahrscheinlichkeitstheorie (DE-588)4079013-7 gnd Statistik (DE-588)4056995-0 gnd Soft Computing (DE-588)4455833-8 gnd |
| topic_facet | Mathematics Probability Theory and Stochastic Processes Probability and Statistics in Computer Science Statistics for Business/Economics/Mathematical Finance/Insurance Artificial Intelligence (incl. Robotics) Mathematical statistics Artificial intelligence Probabilities Statistics Datenanalyse Wahrscheinlichkeitstheorie Statistik Soft Computing Aufsatzsammlung |
| url | https://doi.org/10.1007/978-3-7908-1773-7 |
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