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This chapter presents the projection least squares and the Nadaraya-Watson estimation methods in the nonparametric regression framework, and then risk bounds on adaptive versions of these estimators are established.

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Nonparametric Regression: A Detailed Reminder

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  • 发表日期：

    2025年

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  • Nicolas Marie

摘要

This chapter presents the projection least squares and the Nadaraya-Watson estimation methods in the nonparametric regression framework, and then risk bounds on adaptive versions of these estimators are established.