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Bayesian smoothing and regression for longitudinal, spatial and event history data

Author: Ludwig Fahrmeir
Publisher: Oxford : Oxford University Press, 2011.
Series: Oxford statistical science series, 36.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

Bringing together recent advances in smoothing and semiparametric regression from a Bayesian perspective, this book demonstrates, with worked examples, the application of these statistical methods to  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Ludwig Fahrmeir
ISBN: 9780199533022 0199533024
OCLC Number: 707160221
Description: Seiten : Illustrationen ; 24 cm.
Contents: 1. Introduction: Scope of the Book and Applications ; 2. Basic Concepts for Smoothing and Semiparametric Regression ; 3. Generalised Linear Mixed Models ; 4. Semiparametric Mixed Models for Longitudinal Data ; 5. Spatial Smothing, Interactions and Geoadditive Regression ; 6. Event History Data
Series Title: Oxford statistical science series, 36.
Responsibility: Ludwig Fahrmeir and Thomas Kneib.

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Primary Entity<\/h3>\n
<http:\/\/www.worldcat.org\/oclc\/707160221<\/a>> # Bayesian smoothing and regression for longitudinal, spatial and event history data<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Book<\/a>, schema:CreativeWork<\/a> ;\u00A0\u00A0\u00A0\nlibrary:oclcnum<\/a> \"707160221<\/span>\" ;\u00A0\u00A0\u00A0\nlibrary:placeOfPublication<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Place\/oxford<\/a>> ; # Oxford<\/span>\n\u00A0\u00A0\u00A0\nlibrary:placeOfPublication<\/a> <http:\/\/id.loc.gov\/vocabulary\/countries\/enk<\/a>> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Topic\/langsschnittuntersuchung<\/a>> ; # L\u00E4ngsschnittuntersuchung<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Topic\/bayesian_statistical_decision_theory<\/a>> ; # Bayesian statistical decision theory<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/id.worldcat.org\/fast\/829019<\/a>> ; # Bayesian statistical decision theory<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Topic\/glattung<\/a>> ; # Gl\u00E4ttung<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Topic\/regressionsanalyse<\/a>> ; # Regressionsanalyse<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Topic\/bayes_verfahren<\/a>> ; # Bayes-Verfahren<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Topic\/zeitreihe<\/a>> ; # Zeitreihe<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Topic\/teoretisk_statistik<\/a>> ; # Teoretisk statistik<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Topic\/regression_analysis<\/a>> ; # Regression analysis<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Topic\/bayes_entscheidungstheorie<\/a>> ; # Bayes-Entscheidungstheorie<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/id.worldcat.org\/fast\/1121770<\/a>> ; # Smoothing (Statistics)<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Topic\/raumliche_statistik<\/a>> ; # R\u00E4umliche Statistik<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/dewey.info\/class\/519.536\/e22\/<\/a>> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/id.worldcat.org\/fast\/1432090<\/a>> ; # Regression analysis<\/span>\n\u00A0\u00A0\u00A0\nschema:bookFormat<\/a> bgn:PrintBook<\/a> ;\u00A0\u00A0\u00A0\nschema:creator<\/a> <http:\/\/viaf.org\/viaf\/57450578<\/a>> ; # Ludwig Fahrmeir<\/span>\n\u00A0\u00A0\u00A0\nschema:datePublished<\/a> \"2011<\/span>\" ;\u00A0\u00A0\u00A0\nschema:exampleOfWork<\/a> <http:\/\/worldcat.org\/entity\/work\/id\/9593112209<\/a>> ;\u00A0\u00A0\u00A0\nschema:inLanguage<\/a> \"en<\/span>\" ;\u00A0\u00A0\u00A0\nschema:isPartOf<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Series\/oxford_statistical_science_series<\/a>> ; # Oxford statistical science series ;<\/span>\n\u00A0\u00A0\u00A0\nschema:name<\/a> \"Bayesian smoothing and regression for longitudinal, spatial and event history data<\/span>\" ;\u00A0\u00A0\u00A0\nschema:productID<\/a> \"707160221<\/span>\" ;\u00A0\u00A0\u00A0\nschema:publication<\/a> <http:\/\/www.worldcat.org\/title\/-\/oclc\/707160221#PublicationEvent\/oxford_oxford_university_press_2011<\/a>> ;\u00A0\u00A0\u00A0\nschema:publisher<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Agent\/oxford_university_press<\/a>> ; # Oxford University Press<\/span>\n\u00A0\u00A0\u00A0\nschema:url<\/a> <http:\/\/bvbr.bib-bvb.de:8991\/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024149455&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA<\/a>> ;\u00A0\u00A0\u00A0\nschema:workExample<\/a> <http:\/\/worldcat.org\/isbn\/9780199533022<\/a>> ;\u00A0\u00A0\u00A0\nwdrs:describedby<\/a> <http:\/\/www.worldcat.org\/title\/-\/oclc\/707160221<\/a>> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n\n

Related Entities<\/h3>\n
<http:\/\/dewey.info\/class\/519.536\/e22\/<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Agent\/oxford_university_press<\/a>> # Oxford University Press<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nbgn:Agent<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Oxford University Press<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Place\/oxford<\/a>> # Oxford<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Place<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Oxford<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Series\/oxford_statistical_science_series<\/a>> # Oxford statistical science series ;<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nbgn:PublicationSeries<\/a> ;\u00A0\u00A0\u00A0\nschema:hasPart<\/a> <http:\/\/www.worldcat.org\/oclc\/707160221<\/a>> ; # Bayesian smoothing and regression for longitudinal, spatial and event history data<\/span>\n\u00A0\u00A0\u00A0\nschema:name<\/a> \"Oxford statistical science series ;<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Topic\/bayes_entscheidungstheorie<\/a>> # Bayes-Entscheidungstheorie<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Bayes-Entscheidungstheorie<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Topic\/bayes_verfahren<\/a>> # Bayes-Verfahren<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Bayes-Verfahren<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Topic\/bayesian_statistical_decision_theory<\/a>> # Bayesian statistical decision theory<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Bayesian statistical decision theory<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Topic\/glattung<\/a>> # Gl\u00E4ttung<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Gl\u00E4ttung<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Topic\/langsschnittuntersuchung<\/a>> # L\u00E4ngsschnittuntersuchung<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"L\u00E4ngsschnittuntersuchung<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Topic\/raumliche_statistik<\/a>> # R\u00E4umliche Statistik<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"R\u00E4umliche Statistik<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Topic\/regression_analysis<\/a>> # Regression analysis<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Regression analysis<\/span>\" ;\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\/9593112209#Topic\/regressionsanalyse<\/a>> # Regressionsanalyse<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Regressionsanalyse<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Topic\/teoretisk_statistik<\/a>> # Teoretisk statistik<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Teoretisk statistik<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Topic\/zeitreihe<\/a>> # Zeitreihe<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Zeitreihe<\/span>\" ;\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\/1121770<\/a>> # Smoothing (Statistics)<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Smoothing (Statistics)<\/span>\" ;\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>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.worldcat.org\/fast\/829019<\/a>> # Bayesian statistical decision theory<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Bayesian statistical decision theory<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/viaf.org\/viaf\/57450578<\/a>> # Ludwig Fahrmeir<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:birthDate<\/a> \"1945<\/span>\" ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Fahrmeir<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Ludwig<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Ludwig Fahrmeir<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/worldcat.org\/isbn\/9780199533022<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:ProductModel<\/a> ;\u00A0\u00A0\u00A0\nschema:isbn<\/a> \"0199533024<\/span>\" ;\u00A0\u00A0\u00A0\nschema:isbn<\/a> \"9780199533022<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/www.worldcat.org\/title\/-\/oclc\/707160221<\/a>>\u00A0\u00A0\u00A0\u00A0a \ngenont:InformationResource<\/a>, genont:ContentTypeGenericResource<\/a> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/www.worldcat.org\/oclc\/707160221<\/a>> ; # Bayesian smoothing and regression for longitudinal, spatial and event history data<\/span>\n\u00A0\u00A0\u00A0\nschema:dateModified<\/a> \"2020-06-01<\/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\/707160221#PublicationEvent\/oxford_oxford_university_press_2011<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:PublicationEvent<\/a> ;\u00A0\u00A0\u00A0\nschema:location<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Place\/oxford<\/a>> ; # Oxford<\/span>\n\u00A0\u00A0\u00A0\nschema:organizer<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9593112209#Agent\/oxford_university_press<\/a>> ; # Oxford University Press<\/span>\n\u00A0\u00A0\u00A0\nschema:startDate<\/a> \"2011<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n\n

Content-negotiable representations<\/p>\n