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The elements of statistical learning data mining, inference, and prediction

Author: Trevor Hastie; Robert Tibshirani; Jerome H Friedman
Publisher: New York Springer [2009]
Series: Springer series in statistics
Edition/Format:   Print book : English : Second editionView all editions and formats
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Trevor Hastie; Robert Tibshirani; Jerome H Friedman
ISBN: 9780387848570 0387848576 9780387848587 0387848584
OCLC Number: 845385713
Notes: Hier auch später erschienene, unveränderte Nachdrucke
Literaturverzeichnis: Seite 699-727
Description: xxii, 745 Seiten Illustrationen, Diagramme 24 cm
Series Title: Springer series in statistics
Responsibility: Trevor Hastie, Robert Tibshirani, Jerome Friedman
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Primary Entity<\/h3>\n
<http:\/\/www.worldcat.org\/oclc\/845385713<\/a>> # The elements of statistical learning data mining, inference, and prediction<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:CreativeWork<\/a>, schema:Book<\/a> ;\u00A0\u00A0\u00A0\nlibrary:oclcnum<\/a> \"845385713<\/span>\" ;\u00A0\u00A0\u00A0\nlibrary:placeOfPublication<\/a> <http:\/\/id.loc.gov\/vocabulary\/countries\/nyu<\/a>> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/id.worldcat.org\/fast\/1132125<\/a>> ; # Statistics--Methodology<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/791988664#Topic\/datenanalyse<\/a>> ; # Datenanalyse<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/dewey.info\/class\/006.31\/<\/a>> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/791988664#Topic\/data_mining<\/a>> ; # Data Mining<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/dewey.info\/class\/510\/<\/a>> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/791988664#Topic\/maschinelles_lernen<\/a>> ; # Maschinelles Lernen<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/id.worldcat.org\/fast\/832181<\/a>> ; # Bioinformatics<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/id.loc.gov\/authorities\/subjects\/sh2010112257<\/a>> ; # Statistics--Methodology<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/id.worldcat.org\/fast\/972355<\/a>> ; # Inference<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/791988664#Topic\/artificial_intelligence<\/a>> ; # Artificial intelligence<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/791988664#Topic\/statistics_methodology<\/a>> ; # Statistics--Methodology<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/id.worldcat.org\/fast\/931721<\/a>> ; # Forecasting<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/id.worldcat.org\/fast\/871995<\/a>> ; # Computational intelligence<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/id.worldcat.org\/fast\/887946<\/a>> ; # Data mining<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/791988664#Topic\/mathematical_statistics<\/a>> ; # Mathematical statistics<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/791988664#Topic\/lernen<\/a>> ; # Lernen<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/id.worldcat.org\/fast\/1004795<\/a>> ; # Machine learning<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/791988664#Topic\/statistik<\/a>> ; # Statistik<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/791988664#Topic\/biology_data_processing<\/a>> ; # Biology--Data processing<\/span>\n\u00A0\u00A0\u00A0\nschema:author<\/a> <http:\/\/viaf.org\/viaf\/85500756<\/a>> ; # Jerome H. Friedman<\/span>\n\u00A0\u00A0\u00A0\nschema:author<\/a> <http:\/\/viaf.org\/viaf\/94025833<\/a>> ; # Robert Tibshirani<\/span>\n\u00A0\u00A0\u00A0\nschema:author<\/a> <http:\/\/viaf.org\/viaf\/85500739<\/a>> ; # Trevor Hastie<\/span>\n\u00A0\u00A0\u00A0\nschema:bookEdition<\/a> \"Second edition<\/span>\" ;\u00A0\u00A0\u00A0\nschema:bookFormat<\/a> bgn:PrintBook<\/a> ;\u00A0\u00A0\u00A0\nschema:datePublished<\/a> \"2009<\/span>\" ;\u00A0\u00A0\u00A0\nschema:exampleOfWork<\/a> <http:\/\/worldcat.org\/entity\/work\/id\/791988664<\/a>> ;\u00A0\u00A0\u00A0\nschema:inLanguage<\/a> \"en<\/span>\" ;\u00A0\u00A0\u00A0\nschema:isPartOf<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/791988664#Series\/springer_series_in_statistics<\/a>> ; # Springer series in statistics<\/span>\n\u00A0\u00A0\u00A0\nschema:name<\/a> \"The elements of statistical learning data mining, inference, and prediction<\/span>\" ;\u00A0\u00A0\u00A0\nschema:productID<\/a> \"845385713<\/span>\" ;\u00A0\u00A0\u00A0\nschema:url<\/a> <http:\/\/www.gbv.de\/dms\/ilmenau\/toc\/572093853.PDF<\/a>> ;\u00A0\u00A0\u00A0\nschema:workExample<\/a> <http:\/\/worldcat.org\/isbn\/9780387848587<\/a>> ;\u00A0\u00A0\u00A0\nschema:workExample<\/a> <http:\/\/worldcat.org\/isbn\/9780387848570<\/a>> ;\u00A0\u00A0\u00A0\numbel:isLike<\/a> <http:\/\/d-nb.info\/989494330<\/a>> ;\u00A0\u00A0\u00A0\nwdrs:describedby<\/a> <http:\/\/www.worldcat.org\/title\/-\/oclc\/845385713<\/a>> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n\n

Related Entities<\/h3>\n
<http:\/\/dewey.info\/class\/006.31\/<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/dewey.info\/class\/510\/<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/791988664#Series\/springer_series_in_statistics<\/a>> # Springer series in statistics<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nbgn:PublicationSeries<\/a> ;\u00A0\u00A0\u00A0\nschema:hasPart<\/a> <http:\/\/www.worldcat.org\/oclc\/845385713<\/a>> ; # The elements of statistical learning data mining, inference, and prediction<\/span>\n\u00A0\u00A0\u00A0\nschema:name<\/a> \"Springer series in statistics<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/791988664#Topic\/artificial_intelligence<\/a>> # Artificial intelligence<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Artificial intelligence<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/791988664#Topic\/biology_data_processing<\/a>> # Biology--Data processing<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Biology--Data processing<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/791988664#Topic\/data_mining<\/a>> # Data Mining<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Data Mining<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/791988664#Topic\/datenanalyse<\/a>> # Datenanalyse<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Datenanalyse<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/791988664#Topic\/lernen<\/a>> # Lernen<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Lernen<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/791988664#Topic\/maschinelles_lernen<\/a>> # Maschinelles Lernen<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Maschinelles Lernen<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/791988664#Topic\/mathematical_statistics<\/a>> # Mathematical statistics<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Mathematical statistics<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/791988664#Topic\/statistics_methodology<\/a>> # Statistics--Methodology<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Statistics--Methodology<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/791988664#Topic\/statistik<\/a>> # Statistik<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Statistik<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.loc.gov\/authorities\/subjects\/sh2010112257<\/a>> # Statistics--Methodology<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Statistics--Methodology<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.loc.gov\/vocabulary\/countries\/nyu<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:Place<\/a> ;\u00A0\u00A0\u00A0\ndcterms:identifier<\/a> \"nyu<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.worldcat.org\/fast\/1004795<\/a>> # Machine learning<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Machine learning<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.worldcat.org\/fast\/1132125<\/a>> # Statistics--Methodology<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Statistics--Methodology<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.worldcat.org\/fast\/832181<\/a>> # Bioinformatics<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Bioinformatics<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.worldcat.org\/fast\/871995<\/a>> # Computational intelligence<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Computational intelligence<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.worldcat.org\/fast\/887946<\/a>> # Data mining<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Data mining<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.worldcat.org\/fast\/931721<\/a>> # Forecasting<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Forecasting<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.worldcat.org\/fast\/972355<\/a>> # Inference<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Inference<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/viaf.org\/viaf\/85500739<\/a>> # Trevor Hastie<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:birthDate<\/a> \"1953<\/span>\" ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Hastie<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Trevor<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Trevor Hastie<\/span>\" ;\u00A0\u00A0\u00A0\nschema:sameAs<\/a> <http:\/\/d-nb.info\/gnd\/172128242<\/a>> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/viaf.org\/viaf\/85500756<\/a>> # Jerome H. Friedman<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:birthDate<\/a> \"1939<\/span>\" ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Friedman<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Jerome H.<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Jerome H. Friedman<\/span>\" ;\u00A0\u00A0\u00A0\nschema:sameAs<\/a> <http:\/\/d-nb.info\/gnd\/134071484<\/a>> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/viaf.org\/viaf\/94025833<\/a>> # Robert Tibshirani<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:birthDate<\/a> \"1956<\/span>\" ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Tibshirani<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Robert<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Robert Tibshirani<\/span>\" ;\u00A0\u00A0\u00A0\nschema:sameAs<\/a> <http:\/\/d-nb.info\/gnd\/172417740<\/a>> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/worldcat.org\/isbn\/9780387848570<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:ProductModel<\/a> ;\u00A0\u00A0\u00A0\nschema:isbn<\/a> \"0387848576<\/span>\" ;\u00A0\u00A0\u00A0\nschema:isbn<\/a> \"9780387848570<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/worldcat.org\/isbn\/9780387848587<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:ProductModel<\/a> ;\u00A0\u00A0\u00A0\nschema:isbn<\/a> \"0387848584<\/span>\" ;\u00A0\u00A0\u00A0\nschema:isbn<\/a> \"9780387848587<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n