Construct · 1 fields · 1 citations

Nadaraya-Watson estimator: a standalone construct

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Mathematical statistics

nonparametric regression estimate formed as a locally weighted average of responses, with weights given by a kernel centered on the predictor value.

In mathematical statistics, Nadaraya-Watson estimator refers to nonparametric regression estimate formed as a locally weighted average of responses, with weights given by a kernel centered on the predictor value. This meaning comes from Nadaraya (1964) in Theory of Probability & Its Applications.[1]

Unit
Recovery means
Measured by

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Nearby constructs

estimator2 fields · 2 citationsjingle · one word, two constructs kernel4 fields · 5 citationsjingle · one word, four constructs regression4 fields · 5 citationsjingle · one word, four constructs

References

Nadaraya, E. A. (1964). On Estimating Regression. Theory of Probability & Its Applications, 9(1), 141-142. https://doi.org/10.1137/1109020

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