Skip to contents

Functions

Functions for estimating and plotting highest density regions and conditional density estimates

BoxCox()
Box Cox Transformation
cde()
Conditional Density Estimation
cde.bandwidths()
Bandwidth calculation for conditional density estimation
hdr()
Highest Density Regions
hdr.2d() hdr.boxplot.2d() plot(<hdr2d>)
Bivariate Highest Density Regions
hdr.boxplot()
Highest Density Region Boxplots
hdr.cde()
Calculate highest density regions continously over some conditioned variable.
hdr.den()
Density plot with Highest Density Regions
hdrbw()
Highest Density Region Bandwidth
hdrconf()
HDRs with confidence intervals
hdrscatterplot()
Scatterplot showing bivariate highest density regions
plot(<cde>)
Plots conditional densities
plot(<hdrconf>)
Plot HDRs with confidence intervals
modalreg()
Nonparametric Multimodal Regression

Data

Data sets in the package

maxtemp
Daily maximum temperatures in Melbourne, Australia
lane2 lane3
Speed-Flow data for Californian Freeway