eks (version 1.0.7)

Tidy and Geospatial Kernel Smoothing

Description

Extensions of the kernel smoothing functions from the 'ks' package for compatibility with the tidyverse and geospatial ecosystems .

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Version

Install

install.packages('eks')

Monthly Downloads

359

Version

1.0.7

License

GPL-2 | GPL-3

Maintainer

Tarn Duong

Last Published

January 15th, 2025

Functions in eks (1.0.7)

tidyst_kda

Tidy and geospatial kernel discrimination analysis (classification)

tidyst_kde_boundary

Tidy and geospatial kernel density estimates with boundary and truncated kernels

tidyst_kfs

Tidy and geospatial kernel feature significance

tidyst_kde

Tidy and geospatial kernel density estimates

tidyst_kquiver

Tidy and geospatial kernel density quiver estimate

tidyst_kdr

Tidy and geospatial kernel density ridge estimates

tidyst_kms

Tidy and geospatial kernel mean shift clustering

tidyst_ksupp

Tidy and geospatial kernel support estimate

tidyst_plot

Plots for tidy and geospatial kernel estimates

tidyst_kroc

Tidy and geospatial kernel receiver operating characteristic (ROC) curve

scale_transparent

Change individual colours in discrete colour scale to transparent

grevilleasf

Geographical locations of Grevillea plants in Western Australia

st_add_coordinates

Add coordinates as attributes to geospatial data

eks-package

eks

geom_point_ks

Rug and scatter plots for tidy kernel estimates

geom_contour_ks

Contour and filled contour plots for tidy kernel estimates

tidyst_kcde

Tidy and geospatial kernel cumulative distribution and copula estimates

tidyst_kcurv

Tidy and geospatial kernel summary density curvature estimates

contour

Contour functions for tidy and geospatial kernel estimates

eks-internal

Internal functions in the eks library

tidyst_kde_local_test

Tidy and geospatial kernel density based local two-sample comparison tests

tidyst_kdde

Tidy and geospatial kernel density derivative estimates

tidyst_kde_balloon

Tidy and geospatial kernel density estimates with variable kernels

tidyst_kdcde

Tidy and geospatial kernel deconvolved density estimates