Bagging Bandwidth Selection in Kernel Density and Regression Estimation


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Documentation for package ‘baggingbwsel’ version 1.1

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baggingbwsel-package baggingbwsel: Bagging bandwidth selection in kernel density and regression estimation
bagcv Bagged CV bandwidth selector for Parzen-Rosenblatt estimator
baggingbwsel baggingbwsel: Bagging bandwidth selection in kernel density and regression estimation
bagreg Bagged CV bandwidth selector for local polynomial kernel regression.
hboot_bag Bagging bootstrap bandwidth selector for Parzen-Rosenblatt estimator
hsss_dens Generalized bagging CV bandwidth selector for Parzen-Rosenblatt estimator
mopt Estimation of the optimal subsample size for bagged CV bandwidth for Parzen-Rosenblatt estimator
tss_dens Second order bagging CV bandwidth selector for Parzen-Rosenblatt estimator