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Contributions to Functional Data Analysis With a Focus on Points of Impact in Functional Regression

dc.contributor.advisorKneip, Alois
dc.contributor.authorPoß, Dominik Johannes
dc.date.accessioned2020-04-24T21:17:16Z
dc.date.available2020-04-24T21:17:16Z
dc.date.issued16.05.2018
dc.identifier.urihttp://hdl.handle.net/20.500.11811/7461
dc.description.abstractThe focus of this thesis is on the estimation of an unknown number of unknown specific locations (points of impact) at which a functional predictor has a specific effect on a real valued dependent variable.
Two general setups are considered: chapter 1 is concerend with estimating points of impact in a functional linear regression model, chapter 2 is concerned with estimating points of impact in a generalized functional linear regression model framework. Besides consistency results for the introduced estimator of the points of impact and their number, both chapters contain results for the estimation of the remaining model parameters.
The last chapter is concerned with the analysis of juggling cycles. A registration procedure is followed by a functional principal component analysis and the analysis of the corresponding eigenfunctions and scores.
dc.language.isoeng
dc.rightsIn Copyright
dc.rights.urihttp://rightsstatements.org/vocab/InC/1.0/
dc.subjectFunktionale Datenanalyse
dc.subjectFunktionale lineare Regression
dc.subjectGeneralisierte funktionale lineare Modelle
dc.subjectVariablenselektion
dc.subjectModellselektion
dc.subjectKurvenregistrierung
dc.subjectFunktionale Hauptkomponentenanalyse
dc.subject.ddc310 Allgemeine Statistiken
dc.titleContributions to Functional Data Analysis With a Focus on Points of Impact in Functional Regression
dc.typeDissertation oder Habilitation
dc.publisher.nameUniversitäts- und Landesbibliothek Bonn
dc.publisher.locationBonn
dc.rights.accessRightsopenAccess
dc.identifier.urnhttps://nbn-resolving.org/urn:nbn:de:hbz:5-50705
ulbbn.pubtypeErstveröffentlichung
ulbbnediss.affiliation.nameRheinische Friedrich-Wilhelms-Universität Bonn
ulbbnediss.affiliation.locationBonn
ulbbnediss.thesis.levelDissertation
ulbbnediss.dissID5070
ulbbnediss.date.accepted2018-05-03
ulbbnediss.instituteRechts- und Staatswissenschaftliche Fakultät / Fachbereich Wirtschaftswissenschaften : Institut für Finanzmarktökonomie und Statistik (IFS)
ulbbnediss.fakultaetRechts- und Staatswissenschaftliche Fakultät
dc.contributor.coRefereeLiebl, Dominik


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