The Nadaraya–Watson estimator is the degree-zero local polynomial estimate
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At a support boundary it generally has first-order bias because it reproduces constants but not linear functions.

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  1. Local polynomial regression
  2. Nonparametric regression
  3. Nonparametric statistics
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