Strong Universal Pointwise Consistency of Some Regression Function Estimates
The strong universal pointwise consistency of some modified versions of the standard regression function estimates of partitioning, kernel, and nearest neighbor type is shown.
Year of publication: |
1999
|
---|---|
Authors: | Algoet, Paul ; Györfi, László |
Published in: |
Journal of Multivariate Analysis. - Elsevier, ISSN 0047-259X. - Vol. 71.1999, 1, p. 125-144
|
Publisher: |
Elsevier |
Keywords: | nonparametric regression estimation strong universal pointwise consistency partitioning estimate kernel estimate nearest neighbor estimate |
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