knn2nb: Neighbours list from knn object

In spdep: Spatial Dependence: Weighting Schemes, Statistics

Neighbours list from knn object

Description

The function converts a knn object returned by knearneigh into a neighbours list of class nb with a list of integer vectors containing neighbour region number ids.

Usage

knn2nb(knn, row.names = NULL, sym = FALSE)

Arguments

knn	A knn object returned by knearneigh
row.names	character vector of region ids to be added to the neighbours list as attribute region.id, default seq(1, nrow(x))
sym	force the output neighbours list to symmetry

Value

The function returns an object of class nb with a list of integer vectors containing neighbour region number ids. See card for details of “nb” objects.

Author(s)

Roger Bivand [e-mail]

See Also

knearneigh, card

Examples

columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
coords <- st_coordinates(st_centroid(columbus))
col.knn <- knearneigh(coords, k=4)
plot(st_geometry(columbus), border="grey")
plot(knn2nb(col.knn), coords, add=TRUE)
title(main="K nearest neighbours, k = 4")
# example of reading points with readr::read_csv() yielding a tibble
load(system.file("etc/misc/coords.rda", package="spdep"))
class(coords)
knn2nb(knearneigh(coords, k=4))

spdep documentation built on Sept. 13, 2024, 5:07 p.m.