Nonparametric variance estimation

Nonparametric variance estimation

For the heteroscedastic nonparametric regression model with unknown mean function f and variance function V, problems regarding the variance function V are considered. In the first part of this dissertation, assuming the variance function V is Hoelder continuous, an upper bound on uniform error r...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awdur: Zhang, Jiachun
Awduron Eraill: Holzmann, Hajo (Prof. Dr. ) (Cynghorydd traethodau ymchwil)
Fformat: Dissertation
Iaith:Saesneg
Cyhoeddwyd: Philipps-Universität Marburg 2022
Pynciau:
Nichtparametrische Statistik
Heteroskedastisches nichtparametrisches Regressionsmodell
Mathematik
Statistik
Varianzschätzung
variance estimation
heteroscedastic nonparametric regression model
Nonparametric Statistics
Mathematics
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