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Applied nonparametric regression

Author: Wolfgang Härdle
Publisher: Cambridge [England] ; New York : Cambridge University Press, 1990.
Series: Econometric Society monographs, no. 19.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

Applied Nonparametric Regression is the first book to bring together in one place the techniques for regression curve smoothing involving more than one variable.

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Wolfgang Härdle
ISBN: 0521382483 9780521382489 0521429501 9780521429504
OCLC Number: 20825260
Description: xv, 333 pages : illustrations ; 24 cm
Contents: pt. I. Regression smoothing. Introduction --
Basic idea of smoothing --
Smoothing techniques --
pt. II. The kernel method. How close is the smooth to the true curve? --
Choosing the smoothing parameter --
Data sets with outliers --
Nonparametric regression techniques for correlated data --
Looking for special features and qualitative smoothing --
Incorporating parametric components --
pt. III. Smoothing in high dimensions. Investigating multiple regression by additive models.
Series Title: Econometric Society monographs, no. 19.
Responsibility: Wolfgang Härdle.
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"Professor Hardle has provided us with an important book, one that will be appreciated both by applied statisticians who want to implement nonparametric regression techniques and by theoreticians Read more...

 
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<http:\/\/www.worldcat.org\/oclc\/20825260<\/a>> # Applied nonparametric regression<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:CreativeWork<\/a>, schema:Book<\/a> ;\u00A0\u00A0\u00A0\nlibrary:oclcnum<\/a> \"20825260<\/span>\" ;\u00A0\u00A0\u00A0\nlibrary:placeOfPublication<\/a> <http:\/\/dbpedia.org\/resource\/New_York_City<\/a>> ; # New York<\/span>\n\u00A0\u00A0\u00A0\nlibrary:placeOfPublication<\/a> <http:\/\/id.loc.gov\/vocabulary\/countries\/enk<\/a>> ;\u00A0\u00A0\u00A0\nlibrary:placeOfPublication<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Place\/cambridge_england<\/a>> ; # Cambridge England<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/id.worldcat.org\/fast\/1432090<\/a>> ; # Regression analysis<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Topic\/nichtparametrische_regression<\/a>> ; # Nichtparametrische Regression<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Thing\/regression_analysis<\/a>> ; # Regression analysis<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Topic\/analyse_de_regression<\/a>> ; # Analyse de r\u00E9gression<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Topic\/nonparametric_statistics<\/a>> ; # Nonparametric statistics<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Topic\/regressieanalyse<\/a>> ; # Regressieanalyse<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Topic\/statistique_non_parametrique<\/a>> ; # Statistique non-param\u00E9trique<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Topic\/regression_analysis<\/a>> ; # Regression analysis<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/dewey.info\/class\/519.536\/e20\/<\/a>> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Topic\/regressionsanalyse<\/a>> ; # Regressionsanalyse<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Topic\/nichtparametrische_statistik<\/a>> ; # Nichtparametrische Statistik<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Topic\/nichtparametrische_schatzung<\/a>> ; # Nichtparametrische Sch\u00E4tzung<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Topic\/non_parametrische_statistiek<\/a>> ; # Non-parametrische statistiek<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/id.worldcat.org\/fast\/1038853<\/a>> ; # Nonparametric statistics<\/span>\n\u00A0\u00A0\u00A0\nschema:bookFormat<\/a> bgn:PrintBook<\/a> ;\u00A0\u00A0\u00A0\nschema:creator<\/a> <http:\/\/viaf.org\/viaf\/39441475<\/a>> ; # Wolfgang H\u00E4rdle<\/span>\n\u00A0\u00A0\u00A0\nschema:datePublished<\/a> \"1990<\/span>\" ;\u00A0\u00A0\u00A0\nschema:description<\/a> \"pt. 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<http:\/\/dbpedia.org\/resource\/New_York_City<\/a>> # New York<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Place<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"New York<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
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<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Place\/cambridge_england<\/a>> # Cambridge England<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Place<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Cambridge England<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Series\/econometric_society_monographs<\/a>> # Econometric Society monographs ;<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nbgn:PublicationSeries<\/a> ;\u00A0\u00A0\u00A0\nschema:hasPart<\/a> <http:\/\/www.worldcat.org\/oclc\/20825260<\/a>> ; # Applied nonparametric regression<\/span>\n\u00A0\u00A0\u00A0\nschema:name<\/a> \"Econometric Society monographs ;<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Thing\/regression_analysis<\/a>> # Regression analysis<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Thing<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Regression analysis<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Topic\/analyse_de_regression<\/a>> # Analyse de r\u00E9gression<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Analyse de r\u00E9gression<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Analyse de r\u00E9gression<\/span>\"@fr<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
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<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Topic\/nichtparametrische_schatzung<\/a>> # Nichtparametrische Sch\u00E4tzung<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Nichtparametrische Sch\u00E4tzung<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Topic\/nichtparametrische_statistik<\/a>> # Nichtparametrische Statistik<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Nichtparametrische Statistik<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Topic\/non_parametrische_statistiek<\/a>> # Non-parametrische statistiek<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Non-parametrische statistiek<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Topic\/nonparametric_statistics<\/a>> # Nonparametric statistics<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Nonparametric statistics<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Topic\/regressieanalyse<\/a>> # Regressieanalyse<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Regressieanalyse<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Topic\/regression_analysis<\/a>> # Regression analysis<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Regression analysis<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Topic\/regressionsanalyse<\/a>> # Regressionsanalyse<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Regressionsanalyse<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Topic\/statistique_non_parametrique<\/a>> # Statistique non-param\u00E9trique<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Statistique non-param\u00E9trique<\/span>\"@fr<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.loc.gov\/vocabulary\/countries\/enk<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:Place<\/a> ;\u00A0\u00A0\u00A0\ndcterms:identifier<\/a> \"enk<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.worldcat.org\/fast\/1038853<\/a>> # Nonparametric statistics<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Nonparametric statistics<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.worldcat.org\/fast\/1432090<\/a>> # Regression analysis<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Regression analysis<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/viaf.org\/viaf\/39441475<\/a>> # Wolfgang H\u00E4rdle<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"H\u00E4rdle<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Wolfgang<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Wolfgang H\u00E4rdle<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
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<http:\/\/worldcat.org\/isbn\/9780521429504<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:ProductModel<\/a> ;\u00A0\u00A0\u00A0\nschema:isbn<\/a> \"0521429501<\/span>\" ;\u00A0\u00A0\u00A0\nschema:isbn<\/a> \"9780521429504<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/www.worldcat.org\/title\/-\/oclc\/20825260<\/a>>\u00A0\u00A0\u00A0\u00A0a \ngenont:InformationResource<\/a>, genont:ContentTypeGenericResource<\/a> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/www.worldcat.org\/oclc\/20825260<\/a>> ; # Applied nonparametric regression<\/span>\n\u00A0\u00A0\u00A0\nschema:dateModified<\/a> \"2019-06-24<\/span>\" ;\u00A0\u00A0\u00A0\nvoid:inDataset<\/a> <http:\/\/purl.oclc.org\/dataset\/WorldCat<\/a>> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/www.worldcat.org\/title\/-\/oclc\/20825260#PublicationEvent\/cambridge_england_new_york_cambridge_university_press_1990<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:PublicationEvent<\/a> ;\u00A0\u00A0\u00A0\nschema:location<\/a> <http:\/\/dbpedia.org\/resource\/New_York_City<\/a>> ; # New York<\/span>\n\u00A0\u00A0\u00A0\nschema:location<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Place\/cambridge_england<\/a>> ; # Cambridge England<\/span>\n\u00A0\u00A0\u00A0\nschema:organizer<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9298279302#Agent\/cambridge_university_press<\/a>> ; # Cambridge University Press<\/span>\n\u00A0\u00A0\u00A0\nschema:startDate<\/a> \"1990<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n\n

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