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hdrcde (version 2.15)

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

17,255

Version

2.15

License

GPL (>= 2)

Maintainer

Rob Hyndman

Last Published

November 11th, 2010

Functions in hdrcde (2.15)

hdr

Highest Density Regions

plot.hdrconf

Plot HDRs with confidence intervals

maxtemp

Daily maximum temperatures in Melbourne, Australia

lane

Speed-Flow data for Californian Freeway

modalreg

Nonparametric Multimodal Regression

cde

Conditional Density Estimation

BoxCox

Box Cox Transformation

hdr.boxplot.2d

Bivariate Highest Density Regions

hdr.cde

Calculate highest density regions continously over some conditioned variable.

hdrconf

HDRs with confidence intervals

cde.bandwidths

Bandwidth calculation for conditional density estimation

hdrbw

Highest Density Region Bandwidth

plot.cde

Plots conditional densities