Package: eks 1.0.5

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:10.48550/arXiv.2203.01686>.

Authors:Tarn Duong [aut, cre]

eks_1.0.5.tar.gz
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eks_1.0.5.tgz(r-4.4-any)eks_1.0.5.tgz(r-4.3-any)
eks_1.0.5.tar.gz(r-4.5-noble)eks_1.0.5.tar.gz(r-4.4-noble)
eks_1.0.5.tgz(r-4.4-emscripten)eks_1.0.5.tgz(r-4.3-emscripten)
eks.pdf |eks.html✨
eks/json (API)

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

Peer review:

Datasets:
  • 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.

2.38 score 1 stars 24 scripts 753 downloads 65 exports 51 dependencies

Last updated 7 months agofrom:e49dec97d6. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 29 2024
R-4.5-winOKOct 29 2024
R-4.5-linuxOKOct 29 2024
R-4.4-winOKOct 29 2024
R-4.4-macOKOct 29 2024
R-4.3-winOKOct 29 2024
R-4.3-macOKOct 29 2024

Exports:aes_ksas_tidy_kscontour_breaksdim_ksgeom_contour_filled_ksgeom_contour_ksgeom_point_ksgeom_rug_ksGeomContourFilledKsGeomContourKsGeomPointKsGeomRugKsguides_kslabel_percentlabs_ksscale_transparentst_add_coordinatesst_cast_ksst_get_contourst_kcdest_kcurvst_kdast_kdcdest_kddest_kdest_kde_balloonst_kde_boundaryst_kde_local_testst_kde_spst_kde_truncatest_kdrst_kfsst_kmsst_kquiverst_krocst_ksst_ksuppst_remove_long_segmentstat_contour_filled_ksstat_contour_ksstat_point_ksstat_rug_ksStatContourFilledKsStatContourKsStatPointKsStatRugKstidy_kcdetidy_kcopulatidy_kcurvtidy_kdatidy_kdcdetidy_kddetidy_kdetidy_kde_balloontidy_kde_boundarytidy_kde_local_testtidy_kde_sptidy_kde_truncatetidy_kdrtidy_kfstidy_kmstidy_kquivertidy_kroctidy_kstidy_ksupp

Dependencies:classclassIntclicolorspaceDBIdplyre1071fansifarverFNNgenericsggplot2gluegtableisobandkernlabKernSmoothkslabelinglatticelifecyclemagrittrmaplegendmapsfMASSMatrixmclustmgcvmulticoolmunsellmvtnormnlmepillarpkgconfigpracmaproxyR6RColorBrewerRcpprlangs2scalessftibbletidyselectunitsutf8vctrsviridisLitewithrwk

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

Tarn Duong https://mvstat.net/tduong/

Rendered fromtidysf_kde.Rmdusingknitr::rmarkdownon Oct 29 2024.

Last update: 2024-05-02
Started: 2022-02-11

Readme and manuals

Help Manual

Help pageTopics
ekseks-package eks
Contour functions for tidy and geospatial kernel estimatescontourLevels.sf_ks contourLevels.tidy_ks contour_breaks label_percent st_get_contour
Contour and filled contour plots for tidy kernel estimatesGeomContourFilledKs GeomContourKs geom_contour_filled_ks geom_contour_ks StatContourFilledKs StatContourKs stat_contour_filled_ks stat_contour_ks
Rug and scatter plots for tidy kernel estimatesGeomPointKs GeomRugKs geom_point_ks geom_rug_ks StatPointKs StatRugKs stat_point_ks stat_rug_ks
Geographical locations of Grevillea plants in Western Australiagrevilleasf wa
Change individual colours in discrete colour scale to transparentscale_transparent
Add coordinates as attributes to geospatial datast_add_coordinates
Tidy and geospatial kernel cumulative distribution and copula estimatesst_kcde tidy_kcde tidy_kcopula
Tidy and geospatial kernel summary density curvature estimatesst_kcurv tidy_kcurv
Tidy and geospatial kernel discrimination analysis (classification)st_kda tidy_kda
Tidy and geospatial kernel deconvolved density estimatesst_kdcde tidy_kdcde
Tidy and geospatial kernel density derivative estimatesst_kdde tidy_kdde
Tidy and geospatial kernel density estimatesst_kde tidy_kde
Tidy and geospatial kernel density estimates with variable kernelsst_kde_balloon st_kde_sp tidy_kde_balloon tidy_kde_sp
Tidy and geospatial kernel density estimates with boundary and truncated kernelsst_kde_boundary st_kde_truncate tidy_kde_boundary tidy_kde_truncate
Tidy and geospatial kernel density based local two-sample comparison testsst_kde_local_test tidy_kde_local_test
Tidy and geospatial kernel density ridge estimatesst_kdr tidy_kdr
Tidy and geospatial kernel feature significancest_kfs tidy_kfs
Tidy and geospatial kernel mean shift clusteringst_kms tidy_kms
Tidy and geospatial kernel density quiver estimatest_kquiver tidy_kquiver
Tidy and geospatial kernel receiver operating characteristic (ROC) curvest_kroc tidy_kroc
Tidy and geospatial kernel support estimatest_ksupp tidy_ksupp
Plots for tidy and geospatial kernel estimatesaes_ks ggplot.sf_ks ggplot.tidy_ks guides_ks labs_ks plot.sf_ks