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Estimation of Dependences Based on Empirical Data [electronic resource] :Empirical Inference Science Afterword of 2006 / by Vladimir Vapnik.

by Vapnik, Vladimir [author.]; SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Information Science and Statistics: Publisher: New York, NY : Springer New York, 2006.Edition: Second Edition.Description: XVIII, 505 p. online resource.ISBN: 9780387342399.Other title: Afterword of 2006.Subject(s): Statistics | Artificial intelligence | Mathematical statistics | Statistics | Artificial Intelligence (incl. Robotics) | Statistical Theory and MethodsDDC classification: 006.3 Online resources: Click here to access online
Contents:
Realism and Instrumentalism: Classical Statistics and VC Theory (1960–1980) -- Falsifiability and Parsimony: VC Dimension and the Number of Entities (1980–2000) -- Noninductive Methods of Inference: Direct Inference Instead of Generalization (2000-...) -- The Big Picture.
In: Springer eBooks
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Realism and Instrumentalism: Classical Statistics and VC Theory (1960–1980) -- Falsifiability and Parsimony: VC Dimension and the Number of Entities (1980–2000) -- Noninductive Methods of Inference: Direct Inference Instead of Generalization (2000-...) -- The Big Picture.

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