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- Includes supplementary material: sn.pub/extras
Part of the book series: Information Science and Statistics (ISS)
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About this book
Twenty-?ve years have passed since the publication of the Russian version of the book Estimation of Dependencies Based on Empirical Data (EDBED for short). Twen- ?ve years is a long period of time. During these years many things have happened. Looking back, one can see how rapidly life and technology have changed, and how slow and dif?cult it is to change the theoretical foundation of the technology and its philosophy. I pursued two goals writing this Afterword: to update the technical results presented in EDBED (the easy goal) and to describe a general picture of how the new ideas developed over these years (a much more dif?cult goal). The picture which I would like to present is a very personal (and therefore very biased) account of the development of one particular branch of science, Empirical - ference Science. Such accounts usually are not included in the content of technical publications. I have followed this rule in all of my previous books. But this time I would like to violate it for the following reasons. First of all, for me EDBED is the important milestone in the development of empirical inference theory and I would like to explain why. S- ond, during these years, there were a lot of discussions between supporters of the new 1 paradigm (now it is called the VC theory ) and the old one (classical statistics).
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Table of contents (14 chapters)
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Front Matter
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Back Matter
Authors and Affiliations
Accessibility Information
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Bibliographic Information
Book Title: Estimation of Dependences Based on Empirical Data
Authors: Vladimir Vapnik
Series Title: Information Science and Statistics
DOI: https://doi.org/10.1007/0-387-34239-7
Publisher: Springer New York, NY
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer-Verlag New York 2006
Hardcover ISBN: 978-0-387-30865-4Published: 28 March 2006
Softcover ISBN: 978-1-4419-2158-1Published: 19 November 2010
eBook ISBN: 978-0-387-34239-9Published: 28 September 2006
Series ISSN: 1613-9011
Series E-ISSN: 2197-4128
Edition Number: 1
Number of Pages: XVIII, 505
Topics: Applications of Mathematics