hdrcde: Highest density regions and conditional density estimation

Computation of highest density regions in one and two dimensions, kernel estimation of univariate density functions conditional on one covariate, and multimodal regression.

Author
Rob J Hyndman <Rob.Hyndman@monash.edu> with contributions from Jochen Einbeck and Matt Wand
Date of publication
2013-10-19 15:53:16
Maintainer
Rob J Hyndman <Rob.Hyndman@monash.edu>
License
GPL (>= 2)
Version
3.1
URLs

View on CRAN

Man pages

BoxCox
Box Cox Transformation
cde
Conditional Density Estimation
cde.bandwidths
Bandwidth calculation for conditional density estimation
hdr
Highest Density Regions
hdr.boxplot.2d
Bivariate Highest Density Regions
hdrbw
Highest Density Region Bandwidth
hdr.cde
Calculate highest density regions continously over some...
hdr.conf
HDRs with confidence intervals
lane
Speed-Flow data for Californian Freeway
melbmax
Daily maximum temperatures in Melbourne, Australia
modalreg
Nonparametric Multimodal Regression
plot.cde
Plots conditional densities
plot.hdr.conf
Plot HDRs with confidence intervals

Files in this package

hdrcde
hdrcde/src
hdrcde/src/linbin.f
hdrcde/NAMESPACE
hdrcde/data
hdrcde/data/melbmax.rda
hdrcde/data/lane3.txt.gz
hdrcde/data/lane2.txt.gz
hdrcde/R
hdrcde/R/cde.est.R
hdrcde/R/cde.bandwidths.R
hdrcde/R/HDRbw.r
hdrcde/R/modalreg.r
hdrcde/R/linbin.R
hdrcde/R/hdr.R
hdrcde/R/hdr.conf.R
hdrcde/R/plotcde.R
hdrcde/R/hdr.den.R
hdrcde/R/plot.hdr.conf.R
hdrcde/R/hdr.boxplot.2d.R
hdrcde/R/attach.R
hdrcde/R/hdr.boxplot.R
hdrcde/MD5
hdrcde/DESCRIPTION
hdrcde/ChangeLog
hdrcde/man
hdrcde/man/lane.Rd
hdrcde/man/cde.Rd
hdrcde/man/hdr.conf.Rd
hdrcde/man/hdr.Rd
hdrcde/man/BoxCox.Rd
hdrcde/man/plot.cde.Rd
hdrcde/man/hdrbw.Rd
hdrcde/man/hdr.cde.Rd
hdrcde/man/modalreg.Rd
hdrcde/man/melbmax.Rd
hdrcde/man/cde.bandwidths.Rd
hdrcde/man/hdr.boxplot.2d.Rd
hdrcde/man/plot.hdr.conf.Rd
hdrcde/INDEX