Communication in Statistics- Theory and Methods · 1984 · 213 citations · 4 references
BusinessBiostatisticsStatistical ModelingBias-variance TradeoffInferential StatisticsKernel MethodsRegressionStatistical InferenceBoundary Bias CorrectionBoundary CorrectionKernel LearningKernel RegressionKernel-based Estimation
We present a simple and effective method of modifying a kernel regression estimate near the boundary. The modification ensures that the bias and variance near the boundary are of the same order of magnitude as in the interior.
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