Kernel Adaptive Density Estimation and Regression
Specialized ``Workhorse'' Function for Kernel Adaptive Density Estimat...
Estimators of Bias and Scaled Variance
Bias Estimator of Eichner & Stute (2012)
``Unified'' Function for Kernel Adaptive Density Estimators
Cube-root that retains its argument's sign
Epanechnikov kernel
Robust Kernel Density Estimator of Eichner & Stute (2013)
(Non-robust) Kernel Density Estimator of Srihera & Stute (2011)
Admissible Rank Transformations of Eichner & Stute (2013)
J1
J2
Kernel Adaptive Density Estimator
Kernel Adjusted Density Estimation and Regression
Kernel Adaptive Regression Estimator
Convolution of Kernel Function K with fn
Minimization of Estimated MSE
MSE Estimator
The Classical Nadaraya-Watson Regression Estimator
pc
qc
Rectangular kernel
Variance Estimator of Eichner & Stute (2012)
Weights of Eichner & Stute (2012)
Implementation of various kernel adaptive methods in nonparametric curve estimation like density estimation as introduced in Stute and Srihera (2011) <doi:10.1016/j.spl.2011.01.013> and Eichner and Stute (2013) <doi:10.1016/j.jspi.2012.03.011> for pointwise estimation, and like regression as described in Eichner and Stute (2012) <doi:10.1080/10485252.2012.760737>.