functions from `Smoothing Techniques with Implementation in S'


[Package List] [Top]

Cv.warping Cross-validation for WARPing density estimation
Cvb.warping Biased cross-validation for WARPing density estimation
frequency.polygon Plots frequency polygon
G.Warpingreg Cross-validation for WARPing regression
GS.Warping Golden section bootstrap for WARPing regression
histogram Haerdle's histogram function
histogram.normal.ref histogram with automatic binwidth
k.nn k-nearest neighbour non-parametric regression
kde kernel density estimation
kds.ci Confidence intervals for kernel density estimates
NW.kernel Nadaraya-Watson non-parametric regression
NW.Warping Nadaraya-Watson non-parametric regression via WARPing
ortho.series0.1 Orthogonal series estimator on [0,1]
Simul.conf.interval Simultaneous confidence intervals for WARPing regression
Simul.conf.plot plot simultaneous confidence intervals for WARPing regression
warping smoothed histogram by WARPing
warping.step plot WARPing estimates as step functions