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portada computational aspects of model choice
Type
Physical Book
Illustrated by
Publisher
Author
Year
1992
Language
English
Pages
286
Format
Paperback
Dimensions
23.4x15.6x1.6 cm
Weight
0.42 kg.
ISBN
3790806528
ISBN13
9783790806526
Categories

computational aspects of model choice

Jaromir Antoch (Illustrated by) · Physica-Verlag · Paperback

computational aspects of model choice - Antoch, Jaromir

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Synopsis "computational aspects of model choice"

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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