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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.

Functions (18)

BoxCox

Box Cox Transformation

alpha

Alpha

cde

Conditional Density Estimation

cde.bandwidths

Bandwidth calculation for conditional density estimation

hdr

Highest Density Regions

hdr.boxplot

Highest Density Region Boxplots

hdr.boxplot.2d

Bivariate Highest Density Regions

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

lane2

Speed-Flow data for Californian Freeway

maxtemp

Daily maximum temperatures in Melbourne, Australia

modalreg

Nonparametric Multimodal Regression

plot.cde

Plots conditional densities

plot.hdrconf

Plot HDRs with confidence intervals

shades

Shades

hdrcde

Highest Density Regions and Conditional Density Estimation

v3.4

GPL-3

Authors

Rob Hyndman [aut, cre, cph] (<https://orcid.org/0000-0002-2140-5352>), Jochen Einbeck [aut] (<https://orcid.org/0000-0002-9457-2020>), Matthew Wand [aut] (<https://orcid.org/0000-0003-2555-896X>), Simon Carrignon [ctb] (<https://orcid.org/0000-0002-4416-1389>), Fan Cheng [ctb] (<https://orcid.org/0000-0003-0009-3262>)

Initial release

hdrcde

Functions (18)

hdrcde

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