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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Bibliografske podrobnosti
Glavni avtor: Zhang, Jiachun
Drugi avtorji: Holzmann, Hajo (Prof. Dr. ) (BetreuerIn (Doktorarbeit))
Format: Dissertation
Jezik:angleščina
Izdano: Philipps-Universität Marburg 2022
Teme:
Nichtparametrische Statistik
Heteroskedastisches nichtparametrisches Regressionsmodell
Mathematik
Statistik
Varianzschätzung
variance estimation
heteroscedastic nonparametric regression model
Nonparametric Statistics
Mathematics
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