Computational Aspects of Model Choice (Contributions to Statistics) - Softcover

 
9783790806526: Computational Aspects of Model Choice (Contributions to Statistics)
Softcover
ISBN 10: 3790806528 ISBN 13: 9783790806526
Verlag: Physica-Verlag, 1993

Inhaltsangabe

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 pur­ pose, 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" orga­ nized jointly by Charles University, Prague, and International Associa­ tion 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 ap­ proximation and optimization including the discussion about available software, computational aspects of graphical model selection and mul­ tiple hypotheses testing. The bridge between these different approaches is formed by the survey paper about statistical applications of artificial intelligence.

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Reseña del editor

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 pur­ pose, 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" orga­ nized jointly by Charles University, Prague, and International Associa­ tion 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 ap­ proximation and optimization including the discussion about available software, computational aspects of graphical model selection and mul­ tiple hypotheses testing. The bridge between these different approaches is formed by the survey paper about statistical applications of artificial intelligence.

Reseña del editor

This volume contains complete texts of the lectures held during the Summer School on "Computational Aspects of Model Choice", organized jointly by International Association for Statistical Computing and Charles University, Prague, 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 cover the problems of change point detection, robust estimating and its computational aspecets, classification using binary trees, stochastic approximation and optimizationincluding the discussion about available software, computational aspectsof 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.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Physica-Verlag
Erscheinungsdatum
1993
Sprache
Englisch
ISBN 10 
3790806528
ISBN 13 
9783790806526
Einband
Tapa blanda
Anzahl der Seiten
296
Herausgeber
Antoch Jaromír
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar

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9780387914367: Computational Aspects of Model Choice (Contributions to Statistics)

Vorgestellte Ausgabe

ISBN 10:  0387914366 ISBN 13:  9780387914367
Verlag: Springer Verlag, 1992
Softcover