Package: hdrcde 3.4
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:
hdrcde_3.4.tar.gz
hdrcde_3.4.zip(r-4.5)hdrcde_3.4.zip(r-4.4)hdrcde_3.4.zip(r-4.3)
hdrcde_3.4.tgz(r-4.4-x86_64)hdrcde_3.4.tgz(r-4.4-arm64)hdrcde_3.4.tgz(r-4.3-x86_64)hdrcde_3.4.tgz(r-4.3-arm64)
hdrcde_3.4.tar.gz(r-4.5-noble)hdrcde_3.4.tar.gz(r-4.4-noble)
hdrcde_3.4.tgz(r-4.4-emscripten)hdrcde_3.4.tgz(r-4.3-emscripten)
hdrcde.pdf |hdrcde.html✨
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
Last updated 1 years agofrom:453ce3634a. Checks:OK: 6 NOTE: 3. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Sep 24 2024 |
R-4.5-win-x86_64 | NOTE | Sep 24 2024 |
R-4.5-linux-x86_64 | OK | Sep 24 2024 |
R-4.4-win-x86_64 | NOTE | Sep 24 2024 |
R-4.4-mac-x86_64 | OK | Sep 24 2024 |
R-4.4-mac-aarch64 | OK | Sep 24 2024 |
R-4.3-win-x86_64 | NOTE | Sep 24 2024 |
R-4.3-mac-x86_64 | OK | Sep 24 2024 |
R-4.3-mac-aarch64 | OK | Sep 24 2024 |
Exports:BoxCoxcdecde.bandwidthshdrhdr.2dhdr.boxplothdr.boxplot.2dhdr.cdehdr.denhdrbwhdrconfhdrscatterplotmodalregplot.hdr2d
Dependencies:ashclicolorspacefansifarverFNNggplot2gluegtableisobandkernlabKernSmoothkslabelinglatticelifecyclelocfitmagrittrMASSMatrixmclustmgcvmulticoolmunsellmvtnormnlmepillarpkgconfigpracmaR6RColorBrewerRcpprlangscalestibbleutf8vctrsviridisLitewithr
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 continously 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 |
Plot HDRs with confidence intervals | plot.hdrconf |