Package: hdrcde 3.5.0.9000

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.

Authors:Rob Hyndman [aut, cre, cph], Jochen Einbeck [aut], Matthew Wand [aut], Simon Carrignon [ctb], Fan Cheng [ctb]

hdrcde_3.5.0.9000.tar.gz
hdrcde_3.5.0.9000.zip(r-4.7)hdrcde_3.5.0.9000.zip(r-4.6)hdrcde_3.5.0.9000.zip(r-4.5)
hdrcde_3.5.0.9000.tgz(r-4.6-x86_64)hdrcde_3.5.0.9000.tgz(r-4.6-arm64)hdrcde_3.5.0.9000.tgz(r-4.5-x86_64)hdrcde_3.5.0.9000.tgz(r-4.5-arm64)
hdrcde_3.5.0.9000.tar.gz(r-4.7-arm64)hdrcde_3.5.0.9000.tar.gz(r-4.7-x86_64)hdrcde_3.5.0.9000.tar.gz(r-4.6-arm64)hdrcde_3.5.0.9000.tar.gz(r-4.6-x86_64)
hdrcde_3.5.0.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
hdrcde/json (API)
NEWS

# Install 'hdrcde' in R:

install.packages('hdrcde', repos = c('https://robjhyndman.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/robjhyndman/hdrcde/issues

Pkgdown/docs site:https://pkg.robjhyndman.com

Datasets:

lane2 - Speed-Flow data for Californian Freeway
lane3 - Speed-Flow data for Californian Freeway
maxtemp - Daily maximum temperatures in Melbourne, Australia

On CRAN:

11.02 score 25 stars 173 packages 158 scripts 14k downloads 8 mentions 14 exports 32 dependencies

Last updated from:17063440bf. Checks:13 OK. Indexed: yes.

Target	Result	Time
linux-devel-arm64	OK	138
linux-devel-x86_64	OK	174
source / vignettes	OK	203
linux-release-arm64	OK	158
linux-release-x86_64	OK	168
macos-release-arm64	OK	125
macos-release-x86_64	OK	182
macos-oldrel-arm64	OK	114
macos-oldrel-x86_64	OK	215
windows-devel	OK	151
windows-release	OK	254
windows-oldrel	OK	95
wasm-release	OK	95

Exports:BoxCox cde cde.bandwidths hdr hdr.2d hdr.boxplot hdr.boxplot.2d hdr.cde hdr.den hdrbw hdrconf hdrscatterplot modalreg plot.hdr2d

Dependencies:ash cli cpp11 farver FNN ggplot2 glue gtable isoband kernlab KernSmooth ks labeling lattice lifecycle locfit Matrix mclust mgcv multicool mvtnorm nlme pracma R6 RColorBrewer Rcpp rlang S7 scales vctrs viridisLite withr

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Box Cox Transformation	BoxCox InvBoxCox
Conditional Density Estimation	cde
Bandwidth calculation for conditional density estimation	cde.bandwidths
Highest Density Regions	hdr
Bivariate Highest Density Regions	hdr.2d hdr.boxplot.2d plot.hdr2d
Highest Density Region Boxplots	hdr.boxplot
Calculate highest density regions continuously over some conditioned variable.	hdr.cde
Density plot with Highest Density Regions	hdr.den
Highest Density Region Bandwidth	hdrbw
HDRs with confidence intervals	hdrconf
Scatterplot showing bivariate highest density regions	hdrscatterplot
Speed-Flow data for Californian Freeway	lane2 lane3
Daily maximum temperatures in Melbourne, Australia	maxtemp
Nonparametric Multimodal Regression	modalreg
Plots conditional densities	plot.cde
Plots highest density regions continuously over some conditioned variable.	plot.hdrcde
Plot HDRs with confidence intervals	plot.hdrconf