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dc.contributor.advisor Sperlich, Stefan Prof. Dr. de
dc.contributor.author Ohinata, Ren de
dc.date.accessioned 2012-12-07T16:03:56Z de
dc.date.accessioned 2013-01-18T13:53:50Z de
dc.date.available 2013-01-30T23:51:07Z de
dc.date.issued 2012-12-07 de
dc.identifier.uri http://hdl.handle.net/11858/00-1735-0000-000D-F0A2-0 de
dc.format.mimetype application/pdf de
dc.language.iso eng de
dc.rights.uri http://creativecommons.org/licenses/by-nc-nd/3.0/ de
dc.title Three Essays on Application of Semiparametric Regression: Partially Linear Mixed Effects Model and Index Model de
dc.type doctoralThesis de
dc.title.translated Drei Aufsätze über Anwendung der Semiparametrischen Regression: Teilweise Lineares Gemischtes Modell und Index Modell de
dc.contributor.referee Sperlich, Stefan Prof. Dr. de
dc.date.examination 2012-05-03 de
dc.subject.dnb 310 Statistik de
dc.subject.gok EGCG 080 de
dc.subject.gok EGCH 250 de
dc.subject.gok EGCP 200 de
dc.subject.gok LCB 011 de
dc.subject.gok LCB 020 de
dc.description.abstracteng The dissertation consists of three essays. The main focus is set on semiparametric regression modeling, which embodies the strength of parametric and nonparametric regression models in terms of flexibility, dimensionality and interpretability. The first essay is “Some Recent Advances in Modeling with Mixed Effects for Small Areas, Multi-level and Panel Models de
dc.contributor.coReferee Klasen, Stephan Prof. Dr. de
dc.contributor.thirdReferee Kneib, Thomas Prof. Dr. de
dc.subject.topic Economics de
dc.subject.ger Semiparametrisches Modell de
dc.subject.ger Kernregression de
dc.subject.ger Index Modell de
dc.subject.ger Gemischtes Modell de
dc.subject.ger Paneldaten de
dc.subject.ger Kreuzvalidierung de
dc.subject.ger Wild Bootstrap de
dc.subject.ger Bandweitenwahl de
dc.subject.ger Dimensionsreduktion de
dc.subject.ger Hauptkomponenten de
dc.subject.ger Wohlfahrtsindikator de
dc.subject.eng Semiparametric model de
dc.subject.eng Kernel regression de
dc.subject.eng Index model de
dc.subject.eng Mixed model de
dc.subject.eng Panel data de
dc.subject.eng Cross validation de
dc.subject.eng Wild bootstrap de
dc.subject.eng Bandwidth selection de
dc.subject.eng Dimension reduction de
dc.subject.eng Principal components de
dc.subject.eng Welfare indicator de
dc.subject.bk 31.73 de
dc.subject.bk 83.03 de
dc.identifier.urn urn:nbn:de:gbv:7-webdoc-3831-5 de
dc.identifier.purl webdoc-3831 de
dc.affiliation.institute Wirtschaftswissenschaftliche Fakultät de
dc.identifier.ppn 737899271 de

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