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Computational Aspects of Model Choice (Paperback, Softcover reprint of the original 1st ed. 1993)
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Computational Aspects of Model Choice (Paperback, Softcover reprint of the original 1st ed. 1993)
Series: Contributions to Statistics
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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."
General
Imprint: |
Physica-Verlag
|
Country of origin: |
Germany |
Series: |
Contributions to Statistics |
Release date: |
February 1993 |
First published: |
1993 |
Editors: |
Jarom ir Antoch
|
Dimensions: |
235 x 155 x 15mm (L x W x T) |
Format: |
Paperback
|
Pages: |
286 |
Edition: |
Softcover reprint of the original 1st ed. 1993 |
ISBN-13: |
978-3-7908-0652-6 |
Categories: |
Books >
Science & Mathematics >
Mathematics >
Probability & statistics
|
LSN: |
3-7908-0652-8 |
Barcode: |
9783790806526 |
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