Uniform convergence rates and uniform adaptive estimation in mixtures of regressions

In this thesis, we develop theoretical tools to examine estimators in non-parametric regression models in regard of uniform convergence rates and uniform adaptivity with respect to the smoothness of the parameter functions. Subsequently, those are applied to non-parametric regression models with Höl...

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Bibliographic Details
Main Author: Werner, Heiko
Contributors: Holzmann, Hajo (Prof. Dr.) (Thesis advisor)
Format: Doctoral Thesis
Published: Philipps-Universität Marburg 2018
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Call Number: urn:nbn:de:hebis:04-z2019-01000
Publication Date: 2020-04-06
Date of Acceptance: 2018-09-26
Downloads: 67 (2024), 71 (2023), 54 (2022), 56 (2021), 76 (2020)
License: https://rightsstatements.org/vocab/InC-NC/1.0/
Access URL: https://archiv.ub.uni-marburg.de/diss/z2019/0100