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Three Essays on Application of Semiparametric Regression: Partially Linear Mixed Effects Model and Index Model

dc.contributor.advisorSperlich, Stefan Prof. Dr.de
dc.contributor.authorOhinata, Rende
dc.date.accessioned2012-12-07T16:03:56Zde
dc.date.accessioned2013-01-18T13:53:50Zde
dc.date.available2013-01-30T23:51:07Zde
dc.date.issued2012-12-07de
dc.identifier.urihttp://hdl.handle.net/11858/00-1735-0000-000D-F0A2-0de
dc.identifier.urihttp://dx.doi.org/10.53846/goediss-3020
dc.format.mimetypeapplication/pdfde
dc.language.isoengde
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/de
dc.titleThree Essays on Application of Semiparametric Regression: Partially Linear Mixed Effects Model and Index Modelde
dc.typedoctoralThesisde
dc.title.translatedDrei Aufsätze über Anwendung der Semiparametrischen Regression: Teilweise Lineares Gemischtes Modell und Index Modellde
dc.contributor.refereeSperlich, Stefan Prof. Dr.de
dc.date.examination2012-05-03de
dc.subject.dnb310 Statistikde
dc.subject.gokEGCG 080de
dc.subject.gokEGCH 250de
dc.subject.gokEGCP 200de
dc.subject.gokLCB 011de
dc.subject.gokLCB 020de
dc.description.abstractengThe 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 Modelsde
dc.contributor.coRefereeKlasen, Stephan Prof. Dr.de
dc.contributor.thirdRefereeKneib, Thomas Prof. Dr.de
dc.subject.topicEconomicsde
dc.subject.gerSemiparametrisches Modellde
dc.subject.gerKernregressionde
dc.subject.gerIndex Modellde
dc.subject.gerGemischtes Modellde
dc.subject.gerPaneldatende
dc.subject.gerKreuzvalidierungde
dc.subject.gerWild Bootstrapde
dc.subject.gerBandweitenwahlde
dc.subject.gerDimensionsreduktionde
dc.subject.gerHauptkomponentende
dc.subject.gerWohlfahrtsindikatorde
dc.subject.engSemiparametric modelde
dc.subject.engKernel regressionde
dc.subject.engIndex modelde
dc.subject.engMixed modelde
dc.subject.engPanel datade
dc.subject.engCross validationde
dc.subject.engWild bootstrapde
dc.subject.engBandwidth selectionde
dc.subject.engDimension reductionde
dc.subject.engPrincipal componentsde
dc.subject.engWelfare indicatorde
dc.subject.bk31.73de
dc.subject.bk83.03de
dc.identifier.urnurn:nbn:de:gbv:7-webdoc-3831-5de
dc.identifier.purlwebdoc-3831de
dc.affiliation.instituteWirtschaftswissenschaftliche Fakultätde
dc.identifier.ppn737899271de


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