It has already been shown theoretically and numerically that infusing a little localization in the likelihood-based methods for regression and for density ...
In this paper, we demonstrate that a similar effect can also be observed with respect to robust estimation procedures. Localized versions of robust density ...
Jun 16, 2018 · In this paper, we demonstrate that a similar effect can also be observed with respect to robust estimation procedures. Localized versions of ...
Locally Robust Methods and Near-Parametric Asymptotics. ∗. 内藤貫太（島根大学大学院総合理工学研究科数理科学領域）. はじめに. 密度推定における局所ロバスト推定 ...
Sep 1, 2018 · In this paper, we demonstrate that a similar effect can also be observed with respect to robust estimation procedures. Localized versions of ...
In this paper, we demonstrate that a similar effect can also be observed with respect to robust estimation procedures. Localized versions of robust density ...
Locally robust methods and near-parametric asymptotics. Spiridon Penev. UNSW Sydney, Australia. 4th December 2017. Joint work with Kanta Naito (Shimane ...
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Class of Local Likelihood Methods and Near-Parametric Asymptotics
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In this setting, the relative entropy risk of the local method is better than that of maximum likelihood. The form of optimum weights for the local likelihood ...