The empirical process of residuals from an inverse regression

dc.contributor.author	Kutta, Tim
dc.contributor.author	Bissantz, Nicolai
dc.contributor.author	Chown, Justin
dc.contributor.author	Dette, Holger
dc.date.accessioned	2019-02-06T12:57:27Z
dc.date.available	2019-02-06T12:57:27Z
dc.date.issued	2019
dc.description.abstract	In this paper we investigate an indirect regression model characterized by the Radon transformation. This model is useful for recovery of medical images obtained by computed tomography scans. The indirect regression function is estimated using a series estimator motivated by a spectral cut-off technique. Further, we investigate the empirical process of residuals from this regression, and show that it satsifies a functional central limit theorem.	en
dc.identifier.uri	http://hdl.handle.net/2003/37904
dc.identifier.uri	http://dx.doi.org/10.17877/DE290R-19891
dc.language.iso	en	de
dc.relation.ispartofseries	Discussion Paper / SFB823;02/2019	en
dc.subject	indirect regression model	en
dc.subject	empirical process	en
dc.subject	Radon transform	en
dc.subject	inverse problems	en
dc.subject.ddc	310
dc.subject.ddc	330
dc.subject.ddc	620
dc.subject.rswk	Regressionsanalyse	de
dc.subject.rswk	Approximative Inverse	en
dc.subject.rswk	Radon-Transformation	de
dc.title	The empirical process of residuals from an inverse regression	en
dc.type	Text	de
dc.type.publicationtype	workingPaper	de
dcterms.accessRights	open access
eldorado.secondarypublication	false	de

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