Package: eks 1.1.3

eks: Tidy and Geospatial Kernel Smoothing

Extensions of the kernel smoothing functions from the 'ks' package for compatibility with the tidyverse and geospatial ecosystems <doi:10.1007/s00180-024-01543-9>.

Authors:Tarn Duong [aut, cre]

eks_1.1.3.tar.gz
eks_1.1.3.zip(r-4.7)eks_1.1.3.zip(r-4.6)eks_1.1.3.zip(r-4.5)
eks_1.1.3.tgz(r-4.6-any)eks_1.1.3.tgz(r-4.5-any)
eks_1.1.3.tar.gz(r-4.7-any)eks_1.1.3.tar.gz(r-4.6-any)
eks_1.1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
eks/json (API)

# Install 'eks' in R:

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

Pkgdown/docs site:https://mvstat.net

Datasets:

ales_grid - Gridded census data in Alès, France
grevilleasf - Geographical locations of Grevillea plants in Western Australia
wa - Geographical locations of Grevillea plants in Western Australia

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

4.02 score 2 stars 35 scripts 611 downloads 72 exports 49 dependencies

Last updated from:a16a6f76c7. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	199
source / vignettes	OK	219
linux-release-x86_64	OK	192
macos-release-arm64	OK	154
macos-oldrel-arm64	OK	130
windows-devel	OK	137
windows-release	OK	145
windows-oldrel	OK	150
wasm-release	OK	134

Exports:add_contour_breaks aes_ks as_tidy_ks contour_breaks dim_ks geom_contour_filled_ks geom_contour_ks geom_point_ks geom_rug_ks GeomContourFilledKs GeomContourKs GeomPointKs GeomRugKs guides_ks label_percent labs_ks scale_asymmetric scale_transp_neutral st_add_coordinates st_as_kde st_get_contour st_intergrid st_kcde st_kcurv st_kda st_kdcde st_kdde st_kde st_kde_balloon st_kde_boundary st_kde_local_test st_kde_sp st_kde_truncate st_kdr st_kfs st_kms st_kquiver st_kroc st_ks st_ksupp st_remove_long_segment stat_contour_filled_ks stat_contour_ks stat_point_ks stat_rug_ks StatContourFilledKs StatContourKs StatPointKs StatRugKs theme_sf tidy_as_kde tidy_intergrid tidy_kcde tidy_kcopula tidy_kcurv tidy_kda tidy_kdcde tidy_kdde tidy_kde tidy_kde_balloon tidy_kde_boundary tidy_kde_local_test tidy_kde_sp tidy_kde_truncate tidy_kdr tidy_kfs tidy_kms tidy_kquiver tidy_kroc tidy_ks tidy_ksupp unfactor

Dependencies:class classInt cli colorspace cpp11 DBI dplyr e1071 farver FNN generics ggplot2 glue gtable isoband kernlab KernSmooth ks labeling lattice lifecycle magrittr MASS Matrix mclust mgcv multicool mvtnorm nlme pillar pkgconfig pracma proxy R6 RColorBrewer Rcpp rlang s2 S7 scales sf tibble tidyselect units utf8 vctrs viridisLite withr wk

Kernel density estimates for tidy and geospatial data in the eks package

Introduction | Tidy data example | Geospatial data example | References

Rendered fromeks.Rmdusingknitr::rmarkdown

Last update: 2026-05-10
Started: 2026-05-10

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Readme and manuals

Help Manual

Help page	Topics
eks	eks-package eks
Gridded census data in Alès, France	ales_grid
Contour functions for tidy and geospatial kernel estimates	add_contour_breaks contourLevels.sf_ks contourLevels.tidy_ks contour_breaks st_get_contour
Contour and filled contour plots for tidy kernel estimates	GeomContourFilledKs GeomContourKs geom_contour_filled_ks geom_contour_ks StatContourFilledKs StatContourKs stat_contour_filled_ks stat_contour_ks
Rug and scatter plots for tidy kernel estimates	GeomPointKs GeomRugKs geom_point_ks geom_rug_ks StatPointKs StatRugKs stat_point_ks stat_rug_ks
Geographical locations of Grevillea plants in Western Australia	grevilleasf wa
Theme for geospatial maps	theme_sf
Tidy and geospatial quasi kernel density estimates from gridded data	st_as_kde tidy_as_kde
Tidy and geospatial interpolated grids	st_intergrid tidy_intergrid
Tidy and geospatial kernel cumulative distribution and copula estimates	st_kcde tidy_kcde tidy_kcopula
Tidy and geospatial kernel summary density curvature estimates	st_kcurv tidy_kcurv
Tidy and geospatial kernel discrimination analysis (classification)	st_kda tidy_kda
Tidy and geospatial kernel deconvolved density estimates	st_kdcde tidy_kdcde
Tidy and geospatial kernel density derivative estimates	st_kdde tidy_kdde
Tidy and geospatial kernel density estimates	st_kde tidy_kde
Tidy and geospatial kernel density estimates with variable kernels	st_kde_balloon st_kde_sp tidy_kde_balloon tidy_kde_sp
Tidy and geospatial kernel density estimates with boundary and truncated kernels	st_kde_boundary st_kde_truncate tidy_kde_boundary tidy_kde_truncate
Tidy and geospatial kernel density based local two-sample comparison tests	st_kde_local_test tidy_kde_local_test
Tidy and geospatial kernel density ridge estimates	st_kdr tidy_kdr
Tidy and geospatial kernel feature significance	st_kfs tidy_kfs
Tidy and geospatial kernel mean shift clustering	st_kms tidy_kms
Tidy and geospatial kernel density quiver estimate	st_kquiver tidy_kquiver
Tidy and geospatial kernel receiver operating characteristic (ROC) curve	st_kroc tidy_kroc
Tidy and geospatial kernel support estimate	st_ksupp tidy_ksupp
Plots for tidy and geospatial kernel estimates	aes_ks ggplot.sf_ks ggplot.tidy_ks guides_ks labs_ks plot.sf_ks

Package: eks 1.1.3

eks: Tidy and Geospatial Kernel Smoothing

Citation

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)