Contributions to Functional Data Analysis With a Focus on Points of Impact in Functional Regression
Contributions to Functional Data Analysis With a Focus on Points of Impact in Functional Regression
dc.contributor.advisor | Kneip, Alois | |
dc.contributor.author | Poß, Dominik Johannes | |
dc.date.accessioned | 2020-04-24T21:17:16Z | |
dc.date.available | 2020-04-24T21:17:16Z | |
dc.date.issued | 16.05.2018 | |
dc.identifier.uri | https://hdl.handle.net/20.500.11811/7461 | |
dc.description.abstract | The 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.iso | eng | |
dc.rights | In Copyright | |
dc.rights.uri | http://rightsstatements.org/vocab/InC/1.0/ | |
dc.subject | Funktionale Datenanalyse | |
dc.subject | Funktionale lineare Regression | |
dc.subject | Generalisierte funktionale lineare Modelle | |
dc.subject | Variablenselektion | |
dc.subject | Modellselektion | |
dc.subject | Kurvenregistrierung | |
dc.subject | Funktionale Hauptkomponentenanalyse | |
dc.subject.ddc | 310 Allgemeine Statistiken | |
dc.title | Contributions to Functional Data Analysis With a Focus on Points of Impact in Functional Regression | |
dc.type | Dissertation oder Habilitation | |
dc.publisher.name | Universitäts- und Landesbibliothek Bonn | |
dc.publisher.location | Bonn | |
dc.rights.accessRights | openAccess | |
dc.identifier.urn | https://nbn-resolving.org/urn:nbn:de:hbz:5-50705 | |
ulbbn.pubtype | Erstveröffentlichung | |
ulbbnediss.affiliation.name | Rheinische Friedrich-Wilhelms-Universität Bonn | |
ulbbnediss.affiliation.location | Bonn | |
ulbbnediss.thesis.level | Dissertation | |
ulbbnediss.dissID | 5070 | |
ulbbnediss.date.accepted | 03.05.2018 | |
ulbbnediss.institute | Rechts- und Staatswissenschaftliche Fakultät / Fachbereich Wirtschaftswissenschaften : Institut für Finanzmarktökonomie und Statistik (IFS) | |
ulbbnediss.fakultaet | Rechts- und Staatswissenschaftliche Fakultät | |
dc.contributor.coReferee | Liebl, Dominik |
Files in this item
This item appears in the following Collection(s)
-
E-Dissertationen (261)