Authors: | Kutta, Tim Bissantz, Nicolai Chown, Justin Dette, Holger |
Title: | The empirical process of residuals from an inverse regression |
Language (ISO): | en |
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. |
Subject Headings: | indirect regression model empirical process Radon transform inverse problems |
Subject Headings (RSWK): | Regressionsanalyse Approximative Inverse Radon-Transformation |
URI: | http://hdl.handle.net/2003/37904 http://dx.doi.org/10.17877/DE290R-19891 |
Issue Date: | 2019 |
Appears in Collections: | Sonderforschungsbereich (SFB) 823 |
Files in This Item:
File | Description | Size | Format | |
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DP_0219_SFB823_Kutta_Bissantz_ Chown_Dette.pdf | DNB | 427.12 kB | Adobe PDF | View/Open |
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