Cox-Type regression and transformation models with change-points based on covariate thresholds

Lütkebohmert-Marhenke, Constanze

Cox-Type regression and transformation models with change-points based on covariate thresholds

dc.contributor.advisor	Jensen, Uwe	de
dc.contributor.author	Lütkebohmert-Marhenke, Constanze	de
dc.date.accepted	2007-12-19
dc.date.accessioned	2024-04-08T08:39:44Z
dc.date.available	2024-04-08T08:39:44Z
dc.date.created	2008-02-13
dc.date.issued	2007
dc.description.abstract	In this thesis we consider Cox-type regression models and transformation models for right-censored survival time data with bent-line change-points in the underlying regression functions according to covariate thresholds. We establish the usual asymptotic properties of the estimates such as √(n) consistency and asymptotic normality. Furthermore, we applied the Cox regression model with change-points to different data sets.	en
dc.description.abstract	Die Dissertation beinhaltet Cox Regressionsmodelle und ein lineares Transformationsmodell für rechtszensierte Lebensdauerdaten mit Change-Points in der zugrunde liegenden Regressionsfunktion. Wir zeigen die üblichen asymptotischen Eigenschaften der Schätzer wie √(n) Konsistenz und asymptotische Normalität. Weiterhin wenden wir das Cox Regressionsmodell mit Change-Points auf verschiedene Datensätze an.	de
dc.identifier.swb	277223660
dc.identifier.uri	https://hohpublica.uni-hohenheim.de/handle/123456789/5124
dc.identifier.urn	urn:nbn:de:bsz:100-opus-2265
dc.language.iso	eng
dc.rights.license	publ-ohne-pod	en
dc.rights.license	publ-ohne-pod	de
dc.rights.uri	http://opus.uni-hohenheim.de/doku/lic_ubh.php
dc.subject	Cox-type regression models	en
dc.subject	Transformation model	en
dc.subject	Change-points	en
dc.subject	Consistency	en
dc.subject	Asymptotic normality	en
dc.subject	Asymptotische Normalität	de
dc.subject	Konvergenzrate	de
dc.subject	Empirische Prozesse	de
dc.subject.ddc	510
dc.subject.gnd	Cox-Regressionsmodell	de
dc.subject.gnd	Transformationsmodell	de
dc.subject.gnd	Konsistenz <Stochastik>	de
dc.title	Cox-Type regression and transformation models with change-points based on covariate thresholds	de
dc.title.dissertation	Cox Regressions- und Transformationsmodelle mit Change-Points in Kovariablen	de
dc.type.dcmi	Text	de
dc.type.dini	DoctoralThesis	de
local.access	uneingeschränkter Zugriff	en
local.access	uneingeschränkter Zugriff	de
local.bibliographicCitation.publisherPlace	Universität Hohenheim	de
local.export.bibtex	@phdthesis{Lütkebohmert-Marhenke2007, url = {https://hohpublica.uni-hohenheim.de/handle/123456789/5124}, author = {Lütkebohmert-Marhenke, Constanze}, title = {Cox-Type regression and transformation models with change-points based on covariate thresholds}, year = {2007}, school = {Universität Hohenheim}, }
local.faculty.number	1	de
local.institute.number	110	de
local.opus.number	226
local.title.full	Cox-Type regression and transformation models with change-points based on covariate thresholds
local.university	Universität Hohenheim	de
local.university.faculty	Faculty of Natural Sciences	en
local.university.faculty	Fakultät Naturwissenschaften	de
local.university.institute	Institute for Applied Mathematics and Statistics	en
local.university.institute	Institut für Angewandte Mathematik und Statistik	de
thesis.degree.level	thesis.doctoral

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