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hdrcde (version 2.13)

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

2.13

License

GPL (>= 2)

Maintainer

Rob Hyndman

Last Published

January 26th, 2010

Functions in hdrcde (2.13)

cde.bandwidths

Bandwidth calculation for conditional density estimation

BoxCox

Box Cox Transformation

hdr.cde

Calculate highest density regions continously over some conditioned variable.

cde

Conditional Density Estimation

hdrbw

Highest Density Region Bandwidth

hdr

Highest Density Regions

modalreg

Nonparametric Multimodal Regression

lane

Speed-Flow data for Californian Freeway

hdr.boxplot.2d

Bivariate Highest Density Regions

plot.cde

Plots conditional densities

hdrconf

HDRs with confidence intervals

plot.hdrconf

Plot HDRs with confidence intervals

maxtemp

Daily maximum temperatures in Melbourne, Australia