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hdrcde (version 3.0)

Highest density regions and conditional density estimation

Description

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

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Version

Install

install.packages('hdrcde')

Monthly Downloads

15,234

Version

3.0

License

GPL (>= 2)

Maintainer

Rob Hyndman

Last Published

August 28th, 2013

Functions in hdrcde (3.0)

cde.bandwidths

Bandwidth calculation for conditional density estimation
hdrconf

HDRs with confidence intervals
hdr

Highest Density Regions
cde

Conditional Density Estimation
hdrbw

Highest Density Region Bandwidth
plot.hdrconf

Plot HDRs with confidence intervals
modalreg

Nonparametric Multimodal Regression
hdr.cde

Calculate highest density regions continously over some conditioned variable.
lane

Speed-Flow data for Californian Freeway
maxtemp

Daily maximum temperatures in Melbourne, Australia
BoxCox

Box Cox Transformation
plot.cde

Plots conditional densities
hdr.boxplot.2d

Bivariate Highest Density Regions