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Exponential bounds of mean error for the nearest neighbor estimates of regression functions

Journal of Multivariate Analysis · 1987 · 50 citations · 2 references

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Concepts

ComputingComputer ScienceTheory Of ComputationApproximation AlgorithmsCurve FittingError EstimationEstimation TheoryNearest Neighbor SearchApproximation GuaranteesAsymptotic TheoryError BoundsExponential AsymptoticsLower BoundsLower Bounds Of ErrorMean Squared ErrorNearest Neighbor Estimation

References

2

Consistent Nonparametric Regression

Charles J. Stone · The Annals of Statistics · 1977 · 1.8K citations · Full text

Natural Sciences, Educational Measurement, Stochastic Modeling +8

On the Almost Everywhere Convergence of Nonparametric Regression Function Estimates

Luc Devroye · The Annals of Statistics · 1981 · 215 citations · Full text

Natural Sciences, Mathematics, Econometrics +6