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Estimation of dependences based on empirical data ; Empirical inference science : afterword of 2006

Author: Vladimir Naumovich Vapnik
Publisher: New York, N.Y. : Springer, ©2006.
Series: Information science and statistics.
Edition/Format:   eBook : Document : English : [2nd enl. ed.]. reprint of 1982 ed. with afterword of 2006View all editions and formats
Summary:
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  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Vapnik, Vladimir Naumovich.
Vosstanovlenie zavisimosteĭ po ėmpiricheskim dannym. English
(OCoLC)74458483
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Vladimir Naumovich Vapnik
ISBN: 9780387342399 0387342397 0387308652 9780387308654 6610716234 9786610716234
OCLC Number: 213887263
Description: 1 online resource (505 pages) : illustrations
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.
Series Title: Information science and statistics.
Other Titles: Vosstanovlenie zavisimosteĭ po ėmpiricheskim dannym.
Empirical inference science
Responsibility: Vladimir Vapnik ; [Samuel Kotz, translator].

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Afterword of 2006  Read more...

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<http:\/\/www.worldcat.org\/oclc\/213887263<\/a>> # Estimation of dependences based on empirical data ; Empirical inference science : afterword of 2006<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:MediaObject<\/a>, schema:CreativeWork<\/a>, schema:Book<\/a> ;\u00A0\u00A0\u00A0\nbgn:translationOfWork<\/a> <http:\/\/www.worldcat.org\/title\/-\/oclc\/213887263#CreativeWork\/unidentifiedOriginalWork<\/a>> ; # Vosstanovlenie zavisimoste\u012D po \u0117mpiricheskim dannym.<\/span>\n\u00A0\u00A0\u00A0\nlibrary:oclcnum<\/a> \"213887263<\/span>\" ;\u00A0\u00A0\u00A0\nlibrary:placeOfPublication<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/23488404#Place\/new_york_n_y<\/a>> ; # New York, N.Y.<\/span>\n\u00A0\u00A0\u00A0\nlibrary:placeOfPublication<\/a> <http:\/\/id.loc.gov\/vocabulary\/countries\/nyu<\/a>> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/dewey.info\/class\/519.544\/e22\/<\/a>> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/id.worldcat.org\/fast\/915531<\/a>> ; # Estimation theory<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/23488404#Topic\/mathematics_probability_&_statistics_general<\/a>> ; # MATHEMATICS--Probability & Statistics--General<\/span>\n\u00A0\u00A0\u00A0\nschema:alternateName<\/a> \"Empirical inference science<\/span>\" ;\u00A0\u00A0\u00A0\nschema:bookEdition<\/a> \"[2nd enl. ed.]. reprint of 1982 ed. with afterword of 2006.<\/span>\" ;\u00A0\u00A0\u00A0\nschema:bookFormat<\/a> schema:EBook<\/a> ;\u00A0\u00A0\u00A0\nschema:copyrightYear<\/a> \"2006<\/span>\" ;\u00A0\u00A0\u00A0\nschema:creator<\/a> <http:\/\/viaf.org\/viaf\/101595313<\/a>> ; # Vladimir Naumovich Vapnik<\/span>\n\u00A0\u00A0\u00A0\nschema:datePublished<\/a> \"2006<\/span>\" ;\u00A0\u00A0\u00A0\nschema:description<\/a> \"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.<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\nschema:description<\/a> \"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. 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