From 0152f720569d8a9b5e0c278a9d4c1e5651e4b504 Mon Sep 17 00:00:00 2001 From: Roger Bivand Date: Wed, 5 Jun 2024 10:14:10 +0200 Subject: [PATCH 1/5] draft bivariate moran hotspots #155 --- R/local-moran-bv.R | 26 +++++++++++++++++++++++++- man/localmoran_bv.Rd | 9 +++++++-- 2 files changed, 32 insertions(+), 3 deletions(-) diff --git a/R/local-moran-bv.R b/R/local-moran-bv.R index 24330422..54646f67 100644 --- a/R/local-moran-bv.R +++ b/R/local-moran-bv.R @@ -6,10 +6,16 @@ local_moran_bv_calc <- function(x, y, listw) { localmoran_bv <- function(x, y, listw, nsim = 199, scale = TRUE, - alternative="two.sided", iseed=1L, no_repeat_in_row=FALSE) { + alternative="two.sided", iseed=1L, no_repeat_in_row=FALSE, + zero.policy=attr(listw, "zero.policy")) { stopifnot(length(x) == length(y)) if(!inherits(listw, "listw")) stop(paste(deparse(substitute(listw)), "is not a listw object")) + if (is.null(zero.policy)) + zero.policy <- get("zeroPolicy", envir = .spdepOptions) + stopifnot(is.logical(zero.policy)) + n <- length(listw$neighbours) + if (n != length(x)) stop("Different numbers of observations") # FIXME is listw assumed to be row-standardized? n <- length(listw$neighbours) stopifnot(n == length(x)) @@ -21,12 +27,28 @@ localmoran_bv <- function(x, y, listw, nsim = 199, scale = TRUE, if (missing(nsim)) stop("nsim must be given") stopifnot(all(!is.na(x))) stopifnot(all(!is.na(y))) + + xx <- mean(x) + ly <- lag.listw(listw, y, zero.policy=zero.policy) + lyy <- mean(ly) + lbs <- c("Low", "High") + quadr <- interaction(cut(x, c(-Inf, xx, Inf), labels=lbs), + cut(ly, c(-Inf, lyy, Inf), labels=lbs), sep="-") + xmed <- median(x) + lymed <- median(ly) + quadr_med <- interaction(cut(x, c(-Inf, xmed, Inf), labels=lbs), + cut(ly, c(-Inf, lymed, Inf), labels=lbs), sep="-") # the variables should be scaled and are by default if (scale) { x <- as.numeric(scale(x)) y <- as.numeric(scale(y)) } + + ly <- lag.listw(listw, y, zero.policy=zero.policy) + quadr_ps <- interaction(cut(x, c(-Inf, 0, Inf), labels=lbs), + cut(ly, c(-Inf, 0, Inf), labels=lbs), sep="-") + cards <- card(listw$neighbours) stopifnot(all(cards > 0L)) # FIXME no zero.policy handling @@ -103,6 +125,8 @@ localmoran_bv <- function(x, y, listw, nsim = 199, scale = TRUE, Prname_sim <- "Pr(folded) Sim" colnames(res) <- c("Ibvi", "E.Ibvi", "Var.Ibvi", "Z.Ibvi", Prname, Prname_rank, Prname_sim) + attr(res, "quadr") <- data.frame(mean=quadr, median=quadr_med, + pysal=quadr_ps) class(res) <- c("localmoran", class(res)) res } diff --git a/man/localmoran_bv.Rd b/man/localmoran_bv.Rd index eeba789b..50c9638b 100644 --- a/man/localmoran_bv.Rd +++ b/man/localmoran_bv.Rd @@ -3,7 +3,7 @@ \title{Compute the Local Bivariate Moran's I Statistic} \usage{ localmoran_bv(x, y, listw, nsim = 199, scale = TRUE, alternative="two.sided", - iseed=1L, no_repeat_in_row=FALSE) + iseed=1L, no_repeat_in_row=FALSE, zero.policy=attr(listw, "zero.policy")) } \arguments{ \item{x}{a numeric vector of same length as \code{y}.} @@ -19,7 +19,7 @@ localmoran_bv(x, y, listw, nsim = 199, scale = TRUE, alternative="two.sided", \item{alternative}{a character string specifying the alternative hypothesis, must be one of "greater" (default), "two.sided", or "less".} \item{iseed}{default NULL, used to set the seed for possible parallel RNGs.} \item{no_repeat_in_row}{default \code{FALSE}, if \code{TRUE}, sample conditionally in each row without replacements to avoid duplicate values, \url{https://github.com/r-spatial/spdep/issues/124}} - + \item{zero.policy}{default default \code{attr(listw, "zero.policy")} as set when \code{listw} was created, if attribute not set, use global option value; if TRUE assign zero to the lagged value of zones without neighbours, if FALSE assign NA} } \value{ a \code{data.frame} containing two columns \code{Ib} and \code{p_sim} containing the local bivariate Moran's I and simulated p-values respectively. @@ -42,6 +42,11 @@ nb <- poly2nb(columbus) listw <- nb2listw(nb) set.seed(1) (res <- localmoran_bv(columbus$CRIME, columbus$INC, listw, nsim = 499)) +columbus$hs <- hotspot(res, Prname="Pr(folded) Sim", cutoff=0.05, + quadrant.type="pysal", p.adjust="none") +if (require("tmap", quietly=TRUE)) { + tm_shape(columbus) + tm_fill("hs") +} } \references{ Anselin, Luc, Ibnu Syabri, and Oleg Smirnov. 2002. “Visualizing Multivariate Spatial Correlation with Dynamically Linked Windows.” In New Tools for Spatial Data Analysis: Proceedings of the Specialist Meeting, edited by Luc Anselin and Sergio Rey. University of California, Santa Barbara: Center for Spatially Integrated Social Science (CSISS). From 895c5204a5d88bd3cb36333b17013e72ecb056dd Mon Sep 17 00:00:00 2001 From: Roger Bivand Date: Wed, 5 Jun 2024 14:37:51 +0200 Subject: [PATCH 2/5] draft bi-variate moran plot --- R/moran.plot.R | 27 +++++++++++++++++++++++---- man/localmoran_bv.Rd | 1 + man/moran.plot.Rd | 5 +++-- 3 files changed, 27 insertions(+), 6 deletions(-) diff --git a/R/moran.plot.R b/R/moran.plot.R index 0e087e40..80a1e447 100644 --- a/R/moran.plot.R +++ b/R/moran.plot.R @@ -1,13 +1,14 @@ -# Copyright 2001 by Roger Bivand +# Copyright 2001-24 by Roger Bivand # -moran.plot <- function(x, listw, zero.policy=attr(listw, "zero.policy"), spChk=NULL, +moran.plot <- function(x, listw, y=NULL, zero.policy=attr(listw, "zero.policy"), spChk=NULL, labels=NULL, xlab=NULL, ylab=NULL, quiet=NULL, plot=TRUE, return_df=TRUE, ...) { if (!inherits(listw, "listw")) stop(paste(deparse(substitute(listw)), "is not a listw object")) if (is.null(quiet)) quiet <- !get("verbose", envir = .spdepOptions) stopifnot(is.vector(x)) + if (!is.null(y)) stopifnot(is.vector(y)) stopifnot(is.logical(quiet)) if (is.null(zero.policy)) zero.policy <- get("zeroPolicy", envir = .spdepOptions) @@ -20,14 +21,32 @@ moran.plot <- function(x, listw, zero.policy=attr(listw, "zero.policy"), spChk=N if (is.null(spChk)) spChk <- get.spChkOption() if (spChk && !chkIDs(x, listw)) stop("Check of data and weights ID integrity failed") + if (!is.null(y)) { + yname <- deparse(substitute(y)) + if (!is.numeric(y)) stop(paste(yname, "is not a numeric vector")) + if (any(is.na(y))) stop("NA in Y") + if (n != length(y)) stop("objects of different length") + if (spChk && !chkIDs(y, listw)) + stop("Check of data and weights ID integrity failed") + } labs <- TRUE if (is.logical(labels) && !labels) labs <- FALSE if (is.null(labels) || length(labels) != n) labels <- as.character(attr(listw, "region.id")) - wx <- lag.listw(listw, x, zero.policy=zero.policy) + if (!is.null(y)) { + wx <- lag.listw(listw, y, zero.policy=zero.policy) + } else { + wx <- lag.listw(listw, x, zero.policy=zero.policy) + } if (anyNA(wx)) warning("no-neighbour observation(s) in moran.plot() - use zero.policy=TRUE") if (is.null(xlab)) xlab <- xname - if (is.null(ylab)) ylab <- paste("spatially lagged", xname) + if (is.null(ylab)) { + if (!is.null(y)) { + ylab <- paste("spatially lagged", yname) + } else { + ylab <- paste("spatially lagged", xname) + } + } if (plot) plot(x, wx, xlab=xlab, ylab=ylab, ...) if (plot && zero.policy) { n0 <- wx == 0.0 diff --git a/man/localmoran_bv.Rd b/man/localmoran_bv.Rd index 50c9638b..539c75d5 100644 --- a/man/localmoran_bv.Rd +++ b/man/localmoran_bv.Rd @@ -47,6 +47,7 @@ columbus$hs <- hotspot(res, Prname="Pr(folded) Sim", cutoff=0.05, if (require("tmap", quietly=TRUE)) { tm_shape(columbus) + tm_fill("hs") } +moran.plot(x=columbus$CRIME, y=columbus$INC, listw=listw) } \references{ Anselin, Luc, Ibnu Syabri, and Oleg Smirnov. 2002. “Visualizing Multivariate Spatial Correlation with Dynamically Linked Windows.” In New Tools for Spatial Data Analysis: Proceedings of the Specialist Meeting, edited by Luc Anselin and Sergio Rey. University of California, Santa Barbara: Center for Spatially Integrated Social Science (CSISS). diff --git a/man/moran.plot.Rd b/man/moran.plot.Rd index 8175990b..e7de626c 100644 --- a/man/moran.plot.Rd +++ b/man/moran.plot.Rd @@ -8,12 +8,13 @@ between the data and the lag. If zero policy is TRUE, such observations are also marked if they occur. } \usage{ -moran.plot(x, listw, zero.policy=attr(listw, "zero.policy"), spChk=NULL, labels=NULL, - xlab=NULL, ylab=NULL, quiet=NULL, plot=TRUE, return_df=TRUE, ...) +moran.plot(x, listw, y=NULL, zero.policy=attr(listw, "zero.policy"), spChk=NULL, + labels=NULL, xlab=NULL, ylab=NULL, quiet=NULL, plot=TRUE, return_df=TRUE, ...) } \arguments{ \item{x}{a numeric vector the same length as the neighbours list in listw} \item{listw}{a \code{listw} object created for example by \code{nb2listw}} + \item{y}{an optional numeric vector the same length as the neighbours list in listw for a bi-variate plot} \item{zero.policy}{default \code{attr(listw, "zero.policy")} as set when \code{listw} was created, if attribute not set, use global option value; if TRUE assign zero to the lagged value of zones without neighbours, if FALSE assign NA} \item{spChk}{should the data vector names be checked against the spatial objects for identity integrity, TRUE, or FALSE, default NULL to use \code{get.spChkOption()}} \item{labels}{character labels for points with high influence measures, if set to FALSE, no labels are plotted for points with large influence} From 67de8ffa909718c866d9eaf0d973e8d5b9a3f891 Mon Sep 17 00:00:00 2001 From: Roger Bivand Date: Wed, 5 Jun 2024 14:45:23 +0200 Subject: [PATCH 3/5] draft bi-variate moran plot --- man/moran.plot.Rd | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/man/moran.plot.Rd b/man/moran.plot.Rd index e7de626c..76d3f8a8 100644 --- a/man/moran.plot.Rd +++ b/man/moran.plot.Rd @@ -55,5 +55,10 @@ if (require(ggplot2, quietly=TRUE)) { geom_text(data=mp[mp$is_inf,], aes(x=x, y=wx, label=labels, vjust=1.5)) + xlab(xname) + ylab(paste0("Spatially lagged ", xname)) } +columbus <- st_read(system.file("shapes/columbus.shp", package="spData")) +nb <- poly2nb(columbus) +listw <- nb2listw(nb) +moran.plot(x=columbus$CRIME, y=columbus$INC, listw=listw) +moran.plot(x=columbus$INC, y=columbus$CRIME, listw=listw) } \keyword{spatial} From 4a2b12c00c05fe0544d475b94c6df71414c99bb0 Mon Sep 17 00:00:00 2001 From: Roger Bivand Date: Mon, 10 Jun 2024 14:05:51 +0200 Subject: [PATCH 4/5] update docs --- docs/404.html | 2 +- docs/articles/CO69.html | 12 +- docs/articles/index.html | 2 +- docs/articles/nb.html | 105 ++++++----- .../figure-html/unnamed-chunk-12-1.png | Bin 241744 -> 241632 bytes .../figure-html/unnamed-chunk-14-1.png | Bin 282462 -> 282307 bytes .../figure-html/unnamed-chunk-6-1.png | Bin 165189 -> 165091 bytes .../figure-html/unnamed-chunk-9-1.png | Bin 191171 -> 191362 bytes docs/articles/nb_sf.html | 166 +++++++++--------- docs/articles/sids.html | 28 +-- .../sids_files/figure-html/plot-CC89.nb-1.png | Bin 226096 -> 226135 bytes .../figure-html/unnamed-chunk-25-1.png | Bin 70855 -> 70865 bytes .../figure-html/unnamed-chunk-3-1.png | Bin 110936 -> 110933 bytes docs/authors.html | 2 +- docs/index.html | 2 +- docs/news/index.html | 10 +- docs/pkgdown.yml | 2 +- docs/reference/COL.OLD.html | 2 +- docs/reference/EBImoran.mc.html | 4 +- docs/reference/EBest.html | 4 +- docs/reference/EBlocal.html | 4 +- docs/reference/LOSH.cs.html | 2 +- docs/reference/LOSH.html | 2 +- docs/reference/LOSH.mc.html | 2 +- docs/reference/SD.RStests.html | 8 +- docs/reference/aggregate.nb.html | 2 +- docs/reference/airdist.html | 2 +- docs/reference/autocov_dist.html | 4 +- docs/reference/bhicv.html | 10 +- docs/reference/card.html | 2 +- docs/reference/cell2nb.html | 2 +- docs/reference/choynowski.html | 4 +- docs/reference/columbus.html | 4 +- docs/reference/compon.html | 4 +- docs/reference/diffnb.html | 4 +- docs/reference/dnearneigh.html | 16 +- docs/reference/droplinks.html | 2 +- docs/reference/edit.nb.html | 4 +- docs/reference/eire.html | 2 +- docs/reference/geary.html | 2 +- docs/reference/geary.mc.html | 2 +- docs/reference/geary.test.html | 2 +- docs/reference/globalG.test.html | 4 +- docs/reference/graphneigh.html | 4 +- docs/reference/grid2nb.html | 2 +- docs/reference/hotspotmap.html | 2 +- docs/reference/include.self.html | 4 +- docs/reference/index.html | 2 +- docs/reference/joincount.mc.html | 2 +- docs/reference/joincount.multi.html | 4 +- docs/reference/joincount.test.html | 4 +- docs/reference/knearneigh.html | 8 +- docs/reference/knn2nb.html | 4 +- docs/reference/lag.listw.html | 2 +- docs/reference/lee.html | 2 +- docs/reference/lee.mc.html | 2 +- docs/reference/lee.test.html | 2 +- docs/reference/listw2sn.html | 4 +- docs/reference/lm.RStests.html | 2 +- docs/reference/lm.morantest.exact.html | 9 +- docs/reference/lm.morantest.html | 2 +- docs/reference/lm.morantest.sad.html | 9 +- docs/reference/localC.html | 6 +- docs/reference/localG.html | 2 +- docs/reference/localGS.html | 6 +- docs/reference/local_joincount_bv.html | 2 +- docs/reference/local_joincount_uni.html | 2 +- docs/reference/localmoran.exact.html | 9 +- docs/reference/localmoran.html | 2 +- docs/reference/localmoran.sad.html | 9 +- docs/reference/localmoran_bv.html | 71 +++++++- docs/reference/mat2listw.html | 4 +- docs/reference/moran.html | 2 +- docs/reference/moran.mc.html | 2 +- docs/reference/moran.plot.html | 23 ++- docs/reference/moran.test.html | 4 +- docs/reference/moran_bv.html | 2 +- docs/reference/mstree.html | 5 +- docs/reference/nb2INLA.html | 2 +- docs/reference/nb2WB.html | 2 +- docs/reference/nb2blocknb.html | 2 +- docs/reference/nb2lines.html | 15 +- docs/reference/nb2listw.html | 4 +- docs/reference/nb2listwdist.html | 2 +- docs/reference/nb2mat.html | 4 +- docs/reference/nbcosts.html | 2 +- docs/reference/nbdists.html | 4 +- docs/reference/nblag.html | 4 +- docs/reference/nboperations.html | 4 +- docs/reference/p.adjustSP.html | 2 +- docs/reference/plot.mst.html | 2 +- docs/reference/plot.nb.html | 4 +- docs/reference/plot.skater.html | 2 +- docs/reference/poly2nb-4.png | Bin 138555 -> 155032 bytes docs/reference/poly2nb.html | 10 +- docs/reference/probmap.html | 4 +- docs/reference/prunecost.html | 2 +- docs/reference/prunemst.html | 2 +- docs/reference/read.gal.html | 2 +- docs/reference/read.gwt2nb.html | 2 +- docs/reference/rotation.html | 2 +- docs/reference/set.mcOption.html | 2 +- docs/reference/set.spChkOption.html | 2 +- docs/reference/skater.html | 9 +- docs/reference/sp.correlogram.html | 4 +- docs/reference/sp.mantel.mc.html | 2 +- docs/reference/spdep-defunct.html | 2 +- docs/reference/spdep.html | 2 +- docs/reference/spweights.constants.html | 2 +- docs/reference/ssw.html | 2 +- docs/reference/subset.listw.html | 4 +- docs/reference/subset.nb.html | 4 +- docs/reference/summary.nb.html | 4 +- docs/reference/testnb.html | 4 +- docs/reference/tolerance.nb.html | 2 +- docs/reference/tri2nb.html | 4 +- docs/reference/write.nb.gal.html | 2 +- 117 files changed, 445 insertions(+), 337 deletions(-) diff --git a/docs/404.html b/docs/404.html index b8dd0c69..2677b4be 100644 --- a/docs/404.html +++ b/docs/404.html @@ -32,7 +32,7 @@ spdep - 1.3-4 + 1.3-5 diff --git a/docs/articles/CO69.html b/docs/articles/CO69.html index 4b2311d9..ec6f6827 100644 --- a/docs/articles/CO69.html +++ b/docs/articles/CO69.html @@ -33,7 +33,7 @@ spdep - 1.3-4 + 1.3-5 @@ -127,9 +127,9 @@

Introduction
 library(spdep)
-eire <- as(sf::st_read(system.file("shapes/eire.shp", package="spData")[1]), "Spatial")
+eire <- as(sf::st_read(system.file("shapes/eire.gpkg", package="spData")[1]), "Spatial")
 row.names(eire) <- as.character(eire$names)
-proj4string(eire) <- CRS("+proj=utm +zone=30 +ellps=airy +units=km")
+#proj4string(eire) <- CRS("+proj=utm +zone=30 +ellps=airy +units=km")
 class(eire)
## [1] "SpatialPolygonsDataFrame"
@@ -565,7 +565,7 @@ 

Measures of spatial autocorrelation Prop_stdR <- lapply(vars, function(x) moran.test(eire_ge1[[x]], listw=lw_std, randomisation=TRUE)) })

##    user  system elapsed 
-##   0.145   0.000   0.146
+## 0.115 0.000 0.115
 res <- sapply(c("MoranN", "MoranR", "GearyN", "GearyR", "Prop_unstdN", "Prop_unstdR", "Prop_stdN", "Prop_stdR"), function(x) sapply(get(x), "[[", "statistic"))
 rownames(res) <- vars
@@ -786,7 +786,7 @@ 

Simulating measures of s Prop_stdSad <- lapply(lm_objs, function(x) lm.morantest.sad(x, listw=lw_std)) })

##    user  system elapsed 
-##   0.092   0.000   0.093
+## 0.063 0.000 0.063
 res <- sapply(c("MoranSad", "Prop_unstdSad", "Prop_stdSad"), function(x) sapply(get(x), "[[", "statistic"))
 rownames(res) <- vars
@@ -839,7 +839,7 @@

Simulating measures of s Prop_stdEx <- lapply(lm_objs, function(x) lm.morantest.exact(x, listw=lw_std)) })
##    user  system elapsed 
-##   0.107   0.000   0.108
+## 0.081 0.000 0.081
 res <- sapply(c("MoranEx", "Prop_unstdEx", "Prop_stdEx"), function(x) sapply(get(x), "[[", "statistic"))
 rownames(res) <- vars
diff --git a/docs/articles/index.html b/docs/articles/index.html index 985225c1..73607b67 100644 --- a/docs/articles/index.html +++ b/docs/articles/index.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5 diff --git a/docs/articles/nb.html b/docs/articles/nb.html index 20a53415..dd34599f 100644 --- a/docs/articles/nb.html +++ b/docs/articles/nb.html @@ -33,7 +33,7 @@ spdep - 1.3-4 + 1.3-5 @@ -133,26 +133,35 @@

Introductionlibrary(spdep)
## Loading required package: spData
## Loading required package: sf
-
## Linking to GEOS 3.12.1, GDAL 3.9.0, PROJ 9.4.0; sf_use_s2() is TRUE
+
## Linking to GEOS 3.12.2, GDAL 3.9.0, PROJ 9.4.1; sf_use_s2() is TRUE
-NY8 <- as(sf::st_read(system.file("shapes/NY8_utm18.shp", package="spData")), "Spatial")
-
## Reading layer `NY8_utm18' from data source 
-##   `/home/rsb/lib/r_libs/spData/shapes/NY8_utm18.shp' using driver `ESRI Shapefile'
-## Simple feature collection with 281 features and 17 fields
-## Geometry type: POLYGON
+if (packageVersion("spData") >= "2.3.2") {
+    NY8a <- sf::st_read(system.file("shapes/NY8_utm18.gpkg", package="spData"))
+} else {
+    NY8a <- sf::st_read(system.file("shapes/NY8_bna_utm18.gpkg", package="spData"))
+    sf::st_crs(NY8a) <- "EPSG:32618"
+    NY8a$Cases <- NY8a$TRACTCAS
+}
+
## Reading layer `sf_bna2_utm18' from data source 
+##   `/home/rsb/lib/r_libs/spData/shapes/NY8_bna_utm18.gpkg' using driver `GPKG'
+## Simple feature collection with 281 features and 12 fields
+## Geometry type: MULTIPOLYGON
 ## Dimension:     XY
-## Bounding box:  xmin: 358241.9 ymin: 4649755 xmax: 480393.1 ymax: 4808545
-## Projected CRS: WGS 84 / UTM zone 18N
-
-NY_nb <- read.gal(system.file("weights/NY_nb.gal", package="spData"), region.id=as.character(as.integer(row.names(NY8))-1L))
+## Bounding box: xmin: 357628 ymin: 4649538 xmax: 480360.3 ymax: 4808317 +## Projected CRS: UTM Zone 18, Northern Hemisphere
+
## Warning: st_crs<- : replacing crs does not reproject data; use st_transform for
+## that
+
+NY8 <- as(NY8a, "Spatial")
+NY_nb <- read.gal(system.file("weights/NY_nb.gal", package="spData"), region.id=as.character(as.integer(row.names(NY8))-1L))

For the sake of simplicity in showing how to create neighbour objects, we work on a subset of the map consisting of the census tracts within Syracuse, although the same principles apply to the full data set. We retrieve the part of the neighbour list in Syracuse using the subset method.

-
-Syracuse <- NY8[NY8$AREANAME == "Syracuse city",]
-Sy0_nb <- subset(NY_nb, NY8$AREANAME == "Syracuse city")
+
+Syracuse <- NY8[!is.na(NY8$AREANAME) & NY8$AREANAME == "Syracuse city",]
+Sy0_nb <- subset(NY_nb, !is.na(NY8$AREANAME) & NY8$AREANAME == "Syracuse city")
 summary(Sy0_nb)
## Neighbour list object:
 ## Number of regions: 63 
@@ -178,12 +187,12 @@ 

Creating Contiguity Neighbours
class(Syracuse)
## [1] "SpatialPolygonsDataFrame"
 ## attr(,"package")
 ## [1] "sp"
-
+
 Sy1_nb <- poly2nb(Syracuse)
 isTRUE(all.equal(Sy0_nb, Sy1_nb, check.attributes=FALSE))
## [1] TRUE
@@ -202,11 +211,11 @@

Creating Contiguity Neighbours
+
 Sy2_nb <- poly2nb(Syracuse, queen=FALSE)
 isTRUE(all.equal(Sy0_nb, Sy2_nb, check.attributes=FALSE))
## [1] FALSE
-
+
 oopar <- par(mfrow=c(1,2), mar=c(3,3,1,1)+0.1)
 plot(Syracuse, border="grey60")
 plot(Sy0_nb, coordinates(Syracuse), add=TRUE, pch=19, cex=0.6)
@@ -217,10 +226,10 @@ 

Creating Contiguity Neighbours=TRUE, pch=".", cex=0.6, lwd=2)

## Warning in diffnb(Sy0_nb, Sy2_nb, verbose = FALSE): region.id differ; using ids
 ## of first list
-
+
 text(bbox(Syracuse)[1,1], bbox(Syracuse)[2,2], labels="b)", cex=0.8)

-
+
 par(oopar)

a: Queen-style census tract contiguities, Syracuse; b: Rook-style contiguity differences shown as thicker lines

@@ -242,7 +251,7 @@

Creating Contiguity Neighbours
+
 library(spgrass6)
 writeVECT6(Syracuse, "SY0")
 contig <- vect2neigh("SY0")
@@ -284,7 +293,7 @@ 

Creating Graph-Based Neighbours(Avis and Horton 1985). Functions for graph-based neighbours were kindly contributed by Nicholas Lewin-Koh.

-
+
 coords <- coordinates(Syracuse)
 IDs <- row.names(as(Syracuse, "data.frame"))
 #FIXME library(tripack)
@@ -297,10 +306,10 @@ 

Creating Graph-Based Neighbours## The following object is masked from 'package:stats': ## ## as.dendrogram

-
+
 Sy6_nb <- graph2nb(gabrielneigh(coords), row.names=IDs)
 Sy7_nb <- graph2nb(relativeneigh(coords), row.names=IDs)
-
+
 oopar <- par(mfrow=c(2,2), mar=c(1,1,1,1)+0.1)
 plot(Syracuse, border="grey60")
 plot(Sy4_nb, coords, add=TRUE, pch=".")
@@ -317,7 +326,7 @@ 

Creating Graph-Based Neighboursplot(Sy7_nb, coords, add=TRUE, pch=".") text(bbox(Syracuse)[1,1], bbox(Syracuse)[2,2], labels="d)", cex=0.8)

-
+
 par(oopar)

a: Delauney triangulation neighbours; b: Sphere of influence neighbours (if available); c: Gabriel graph neighbours; d: Relative @@ -342,14 +351,14 @@

Creating Graph-Based Neighbours -
+
 nb_l <- list(Triangulation=Sy4_nb, Gabriel=Sy6_nb,
   Relative=Sy7_nb)
 if (!is.null(Sy5_nb)) nb_l <- c(nb_l, list(SOI=Sy5_nb))
 sapply(nb_l, function(x) is.symmetric.nb(x, verbose=FALSE, force=TRUE))
## Triangulation       Gabriel      Relative           SOI 
 ##          TRUE         FALSE         FALSE          TRUE
-
+
 sapply(nb_l, function(x) n.comp.nb(x)$nc)
## Triangulation       Gabriel      Relative           SOI 
 ##             1             1             1             1
@@ -366,7 +375,7 @@

Distance-Based Neighboursnb object by knn2nb(); knearneigh() can also take a longlat= argument to handle geographical coordinates.

-
+
 Sy8_nb <- knn2nb(knearneigh(coords, k=1), row.names=IDs)
 Sy9_nb <- knn2nb(knearneigh(coords, k=2), row.names=IDs)
 Sy10_nb <- knn2nb(knearneigh(coords, k=4), row.names=IDs)
@@ -374,11 +383,11 @@ 

Distance-Based Neighbourssapply(nb_l, function(x) is.symmetric.nb(x, verbose=FALSE, force=TRUE))

##    k1    k2    k4 
 ## FALSE FALSE FALSE
-
+
 sapply(nb_l, function(x) n.comp.nb(x)$nc)
## k1 k2 k4 
 ## 15  1  1
-
+
 oopar <- par(mfrow=c(1,3), mar=c(1,1,1,1)+0.1)
 plot(Syracuse, border="grey60")
 plot(Sy8_nb, coords, add=TRUE, pch=".")
@@ -390,7 +399,7 @@ 

Distance-Based Neighboursplot(Sy10_nb, coords, add=TRUE, pch=".") text(bbox(Syracuse)[1,1], bbox(Syracuse)[2,2], labels="c)", cex=0.8)

-
+
 par(oopar)

a: \(k=1\) neighbours; b: \(k=2\) neighbours; c: \(k=4\) neighbours

The figure shows the neighbour relationships for \(k= 1, 2, 4\), with many components for @@ -406,16 +415,16 @@

Distance-Based Neighboursd2 setting the lower and upper distance bounds; it can also take a longlat argument to handle geographical coordinates.

-
+
 dsts <- unlist(nbdists(Sy8_nb, coords))
 summary(dsts)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
-##   395.7   587.3   700.1   760.4   906.1  1544.6
-
+##   395.6   586.9   700.1   760.3   905.9  1544.6
+
 max_1nn <- max(dsts)
 max_1nn
-
## [1] 1544.615
-
+
## [1] 1544.635
+
 Sy11_nb <- dnearneigh(coords, d1=0, d2=0.75*max_1nn, row.names=IDs)
 Sy12_nb <- dnearneigh(coords, d1=0, d2=1*max_1nn, row.names=IDs)
 Sy13_nb <- dnearneigh(coords, d1=0, d2=1.5*max_1nn, row.names=IDs)
@@ -423,11 +432,11 @@ 

Distance-Based Neighbourssapply(nb_l, function(x) is.symmetric.nb(x, verbose=FALSE, force=TRUE))

##   d1   d2   d3 
 ## TRUE TRUE TRUE
-
+
 sapply(nb_l, function(x) n.comp.nb(x)$nc)
## d1 d2 d3 
 ##  4  1  1
-
+
 oopar <- par(mfrow=c(1,3), mar=c(1,1,1,1)+0.1)
 plot(Syracuse, border="grey60")
 plot(Sy11_nb, coords, add=TRUE, pch=".")
@@ -439,7 +448,7 @@ 

Distance-Based Neighboursplot(Sy13_nb, coords, add=TRUE, pch=".") text(bbox(Syracuse)[1,1], bbox(Syracuse)[2,2], labels="c)", cex=0.8)

-
+
 par(oopar)

a: Neighbours within 1,158m; b: neighbours within 1,545m; c: neighbours within 2,317m

@@ -451,7 +460,7 @@

Distance-Based Neighbours -
+
 dS <- c(0.75, 1, 1.5)*max_1nn
 res <- sapply(nb_l, function(x) table(card(x)))
 mx <- max(card(Sy13_nb))
@@ -474,11 +483,11 @@ 

Distance-Based Neighbours -
+
-
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
-##    82.7  1505.0  3378.7  5865.8  8954.3 38438.1
+
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
+##    82.85  1504.94  3378.60  5896.80  9012.82 41490.76

If the areal entities are approximately regularly spaced, using distance-based neighbours is not necessarily a problem. Provided that care is taken to handle the side effects of “weighting” areas out of the @@ -504,7 +513,7 @@

Higher-Order Neighboursnblag() function takes an existing neighbour list and returns a list of lists, from first to maxlag= order neighbours.

-
+
 Sy0_nb_lags <- nblag(Sy0_nb, maxlag=9)
 names(Sy0_nb_lags) <- c("first", "second", "third", "fourth", "fifth", "sixth", "seventh", "eighth", "ninth")
 res <- sapply(Sy0_nb_lags, function(x) table(card(x)))
@@ -543,14 +552,14 @@ 

Grid Neighbours -
+
 cell2nb(7, 7, type="rook", torus=TRUE)
## Neighbour list object:
 ## Number of regions: 49 
 ## Number of nonzero links: 196 
 ## Percentage nonzero weights: 8.163265 
 ## Average number of links: 4
-
+
 cell2nb(7, 7, type="rook", torus=FALSE)
## Neighbour list object:
 ## Number of regions: 49 
@@ -567,7 +576,7 @@ 

Grid Neighbours\(63 \times 63\) matrix for Syracuse census tracts, but demanding for a 3,\(103 \times 3\),103 matrix.

-
+
 data(meuse.grid)
 coordinates(meuse.grid) <- c("x", "y")
 gridded(meuse.grid) <- TRUE
@@ -579,7 +588,7 @@ 

Grid Neighbours## Number of nonzero links: 12022 ## Percentage nonzero weights: 0.1248571 ## Average number of links: 3.874315

-
+
 table(card(mg_nb))
## 
 ##    1    2    3    4 
diff --git a/docs/articles/nb_files/figure-html/unnamed-chunk-12-1.png b/docs/articles/nb_files/figure-html/unnamed-chunk-12-1.png
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GKftOazfT{7 z2|F3VtZKUt`i_URvDCbeDg&aTD!-5BEh4!}iPs{;W;A_qUOgyay~a-mXMwA(kdQjZ z-WU2YWPlNxxE8uNE}t*<>CM@l-8|}iW9*HG^4(}-s+khzuIUE|LR}G7H4=e0NlDJ+ zS}sZfo|Oa0925?gG%SV?UsHtN1vn2d=qG2^7~-yHV1TR~8k(n6#==PzPM>*oNzH3z zoLD3hnWL&B24^xl5)x!)O%KPp>vc?Y(OHdvjvlF%r(;zfxok2G?IQP(Xvj%L@PdIC z6O)r`!`VZ?xZHJ9lXDQQy;uZqGEGuTh@Z5?M46eH`SYb7YJGiu941EK(t_PbFs7mB zIY2W0;cS1X^O!r}!WiuCsgYY-&-jGn)Oxv(?B#7-&&wJMYGMJ*NAjFD-87j7UwzhE zcL6B~4UP&eQ?mZ>%D(oYB(!_#^$Aig>J`Pns2x^+FNnb9>IBh}cEoF#>PVgMwxBki zH^4AP1bQQYJ`{z3o|((eNlQ`r^d1jlI5!Ml)Og!`fr07{z~tCeSBp1PM;ET|4VC4( zv1;}Gz8OYNMi!gDiXFOL(28w_Nk17IEl&EWR4PAKF3)JO3)+vQ*j#8MJgpJTRndxc z6#~h8A)Ml=$&O16hMjyb92m^@>^{Irix_Jx)Ky+$vZO;SRQAyAC^!$6XSu=DKbdhRL_t~D9g81n#OjH z%p4jILkBiar4ieY?$Y~^>=rZd^YB|w!-NH4G@_Vg+iHWT5KzV(&VXr z&N4qgAHN!h8?dC^2@=^ZuvK9FiRPxwD1n48G&9W!68*HkU5Y7$jW3GE)afRwIukA{ rXMyY)VP_HB0mc76|D6Zs3uY3ZNp1Hn>NYn;!DsJo_g&?*fMb6GkW!sk diff --git a/docs/articles/nb_sf.html b/docs/articles/nb_sf.html index 3e280014..3db4d772 100644 --- a/docs/articles/nb_sf.html +++ b/docs/articles/nb_sf.html @@ -33,7 +33,7 @@ spdep - 1.3-4 + 1.3-5

@@ -229,9 +229,9 @@

Comparison of sp and sf approaches} if (dothis) sf_extSoftVersion()

##           GEOS           GDAL         proj.4 GDAL_with_GEOS     USE_PROJ_H 
-##       "3.12.1"        "3.9.0"        "9.4.0"         "true"         "true" 
+##       "3.12.2"        "3.9.0"        "9.4.1"         "true"         "true" 
 ##           PROJ 
-##        "9.4.0"
+## "9.4.1"

Let us read the GPKG file with valid geometries in to ‘sf’ and ‘sp’ objects:

@@ -258,7 +258,7 @@ 

Contiguity neighbours for pol eps <- sqrt(.Machine$double.eps) system.time(for(i in 1:reps) NY8_sf_1_nb <- poly2nb(NY8_sf, queen=TRUE, snap=eps))/reps

##    user  system elapsed 
-##  0.1242  0.0056  0.1310
+## 0.0995 0.0042 0.1045

Using spatial indices to check intersection of polygons is much faster than the legacy method in poly2nb. From spdep 1.1-7, use is made of GEOS through sf to find candidate @@ -296,24 +296,36 @@

Contiguity neighbours from boundaries used in ASDAR, but with some invalid geometries as mentioned earlier:

-NY8_sf_old <- st_read(system.file("shapes/NY8_utm18.shp", package="spData"), quiet=TRUE)
-table(st_is_valid(NY8_sf_old))
+if (packageVersion("spData") >= "2.3.2") { + NY8_sf_old <- sf::st_read(system.file("shapes/NY8_utm18.gpkg", package="spData")) +} else { + NY8_sf_old <- sf::st_read(system.file("shapes/NY8_bna_utm18.gpkg", package="spData")) + sf::st_crs(NY8_sf_old) <- "EPSG:32618" + NY8_sf_old$Cases <- NY8_sf_old$TRACTCAS +}

+
## Reading layer `sf_bna2_utm18' from data source 
+##   `/home/rsb/lib/r_libs/spData/shapes/NY8_bna_utm18.gpkg' using driver `GPKG'
+## Simple feature collection with 281 features and 12 fields
+## Geometry type: MULTIPOLYGON
+## Dimension:     XY
+## Bounding box:  xmin: 357628 ymin: 4649538 xmax: 480360.3 ymax: 4808317
+## Projected CRS: UTM Zone 18, Northern Hemisphere
+
## Warning: st_crs<- : replacing crs does not reproject data; use st_transform for
+## that
+
+table(st_is_valid(NY8_sf_old))
## 
-## FALSE  TRUE 
-##     5   276
+## TRUE +## 281

We can see that there are a number of differences between the neighbour sets derived from the fully valid geometries and the older partly invalid set:

-
+
 try(NY8_sf_old_1_nb <- poly2nb(NY8_sf_old), silent = TRUE)
 all.equal(NY8_sf_old_1_nb, NY8_sf_1_nb, check.attributes=FALSE)
-
## [1] "Component 57: Numeric: lengths (4, 5) differ" 
-## [2] "Component 58: Numeric: lengths (5, 6) differ" 
-## [3] "Component 66: Numeric: lengths (7, 11) differ"
-## [4] "Component 73: Numeric: lengths (4, 5) differ" 
-## [5] "Component 260: Numeric: lengths (8, 9) differ"
+
## [1] TRUE

Using st_make_valid() to make the geometries valid:

-
+
 NY8_sf_old_val <- st_make_valid(NY8_sf_old, dist=0)
 table(st_is_valid(NY8_sf_old_val))
## 
@@ -321,22 +333,22 @@ 

Contiguity neighbours from ## 281

we also see that the geometry type of the geometry column changes:

-
+
 class(st_geometry(NY8_sf_old))
-
## [1] "sfc_POLYGON" "sfc"
-
+
## [1] "sfc_MULTIPOLYGON" "sfc"
+
 class(st_geometry(NY8_sf_old_val))
## [1] "sfc_GEOMETRY" "sfc"

and checking the "sfg" objects, two now have objects of different topological dimensions.

-
+
 table(sapply(st_geometry(NY8_sf_old_val), function(x) class(x)[[2]]))
## 
 ## MULTIPOLYGON      POLYGON 
-##            3          278
+## 4 277

This can be remedied using st_collection_extract() to get the polygon objects:

-
+
 NY8_sf_old_val <- st_collection_extract(NY8_sf_old_val, "POLYGON")
 table(sapply(st_geometry(NY8_sf_old_val), function(x) class(x)[[2]]))
## 
@@ -345,17 +357,13 @@ 

Contiguity neighbours from

However, in making the geometries valid, we change the geometries, so the new sets of neighbours still differ from those made with the valid geometries in the same ways as before imposing validity:

-
+
 try(NY8_sf_old_1_nb_val <- poly2nb(NY8_sf_old_val), silent = TRUE)
 all.equal(NY8_sf_old_1_nb_val, NY8_sf_1_nb, check.attributes=FALSE)
-
## [1] "Component 57: Numeric: lengths (4, 5) differ" 
-## [2] "Component 58: Numeric: lengths (5, 6) differ" 
-## [3] "Component 66: Numeric: lengths (7, 11) differ"
-## [4] "Component 73: Numeric: lengths (4, 5) differ" 
-## [5] "Component 260: Numeric: lengths (8, 9) differ"
+
## [1] TRUE

The neighbour sets are the same for the old boundaries with or without imposing validity:

-
+
 all.equal(NY8_sf_old_1_nb_val, NY8_sf_old_1_nb, check.attributes=FALSE)
## [1] TRUE
@@ -372,20 +380,20 @@

Finding points for polygon objectsof_largest_polygon=TRUE argument to make sure that the centroid is that of the largest polygon id the observation is made up of more than one external ring:

-
+
 NY8_ct_sf <- st_centroid(st_geometry(NY8_sf), of_largest_polygon=TRUE)

or st_point_on_surface() which guarantees that the point will fall on the surface of a member polygon:

-
+
 NY8_pos_sf <- st_point_on_surface(st_geometry(NY8_sf))

or indeed taking the centre of the largest inscribed circle (the function returns a radius line segment, so we choose the central point, not the point on the circle):

-
+
 if (unname(sf_extSoftVersion()["GEOS"] >= "3.9.0")) 
     NY8_cic_sf <- st_cast(st_inscribed_circle(st_geometry(NY8_sf), nQuadSegs=0), "POINT")[(1:(2*nrow(NY8_sf)) %% 2) != 0]

We need to check whether coordinates are planar or not:

-
+
 st_is_longlat(NY8_ct_sf)
## [1] FALSE
@@ -394,7 +402,7 @@

Graph-based neighbours

From this, we can check the graph-based neighbours (planar coordinates only):

-
+
 suppressPackageStartupMessages(require(deldir))
 NY84_nb <- tri2nb(NY8_ct_sf)
 if (require(dbscan, quietly=TRUE)) {
@@ -405,7 +413,7 @@ 

Graph-based neighbours## The following object is masked from 'package:stats': ## ## as.dendrogram

-
+
 NY86_nb <- graph2nb(gabrielneigh(NY8_ct_sf))
 NY87_nb <- graph2nb(relativeneigh(NY8_ct_sf))
@@ -416,44 +424,44 @@

K-nearest neighboursdbscan::kNN() in 2D or 3D building a kd-tree is used:

-
+
 system.time(for (i in 1:reps) NY88_nb_sf <- knn2nb(knearneigh(NY8_ct_sf, k=1)))/reps
##    user  system elapsed 
-##  0.0235  0.0018  0.0254
+## 0.0208 0.0015 0.0226

Legacy code may be used omitting the kd-tree:

-
+
 system.time(for (i in 1:reps) NY89_nb_sf <- knn2nb(knearneigh(NY8_ct_sf, k=1, use_kd_tree=FALSE)))/reps
##    user  system elapsed 
-##  0.0251  0.0018  0.0270
+## 0.0192 0.0013 0.0207

Distance neighbours

Distance neighbours need a threshold - nbdists shows the maximum distance to first nearest neighbour:

-
+
 dsts <- unlist(nbdists(NY88_nb_sf, NY8_ct_sf))
 summary(dsts)
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
 ##    82.85   912.85  1801.11  3441.04  4461.26 17033.11
-
+
 max_1nn <- max(dsts)

dnearneigh can also handle Great Circle distances, but this is not demonstrated here, as the data set used is planar:

-
+
 system.time(for (i in 1:reps) NY810_nb <- dnearneigh(NY8_ct_sf, d1=0, d2=0.75*max_1nn))/reps
##    user  system elapsed 
-##  0.0442  0.0024  0.0469
+## 0.0337 0.0013 0.0352

By default, the function uses dbscan::frNN() to build a kd-tree in 2D or 3D which is then used to find distance neighbours. For small n, the argument use_kd_tree=FALSE may speed up computation a little by reverting to legacy code not building a kd-tree first, but in general the differences are so small that the user will not notice:

-
+
 system.time(for (i in 1:reps) NY811_nb <- dnearneigh(NY8_ct_sf, d1=0, d2=0.75*max_1nn, use_kd_tree=FALSE))/reps
##    user  system elapsed 
-##  0.0241  0.0022  0.0265
+## 0.0199 0.0015 0.0215
@@ -464,7 +472,7 @@

Spherical point-based neighbourssf 1.0-0 to use s2 by default has opened up new opportunities where spatial indexing on the sphere may help.

-
+
 pts_ll <- st_transform(NY8_ct_sf, "OGC:CRS84")
 st_is_longlat(pts_ll)
## [1] TRUE
@@ -475,45 +483,45 @@

K-nearest neighbourssf_use_s2() is TRUE, knearneigh() will use spatially indexed points and s2::s2_closest_edges() (see https://github.com/r-spatial/s2/issues/125#issuecomment-860107442)

-
+
 (old_use_s2 <- sf_use_s2())
## [1] TRUE

and performs well with also with larger data sets:

-
+
 sf_use_s2(TRUE)
 system.time(for (i in 1:reps) pts_ll1_nb <- knn2nb(knearneigh(pts_ll, k=6)))/reps
##    user  system elapsed 
-##  0.0306  0.0000  0.0308
+## 0.0250 0.0001 0.0252

For this smaller data set, the legacy approach without spatial indexing is adequate, but slows down as the number of observations increases:

-
+
 sf_use_s2(FALSE)
## Spherical geometry (s2) switched off
-
+
 system.time(for (i in 1:reps) pts_ll2_nb <- knn2nb(knearneigh(pts_ll, k=6)))/reps
##    user  system elapsed 
-##  0.0234  0.0000  0.0236
+## 0.0199 0.0000 0.0201

The WGS84 ellipsoid Great Circle distances differ a very little from the s2 spherical distances, yielding output that here diverges for two tract centroids:

-
+
 all.equal(pts_ll1_nb, pts_ll2_nb, check.attributes=FALSE)
## [1] "Component 52: Mean relative difference: 1.466667"  
 ## [2] "Component 124: Mean relative difference: 0.0251046"
-
+
 pts_ll1_nb[[52]]
## [1] 15 38 48 49 50 53
-
+
 pts_ll2_nb[[52]]
## [1] 37 38 48 49 50 53
-
+
 pts_ll1_nb[[124]]
## [1] 117 122 123 125 133 134
-
+
 pts_ll2_nb[[124]]
## [1] 116 117 123 125 133 134
-
+
 sf_use_s2(old_use_s2)
## Spherical geometry (s2) switched on
@@ -529,9 +537,9 @@

Distance neighbours.

-
+
-
+
 args(dnearneigh)
## function (x, d1, d2, row.names = NULL, longlat = NULL, bounds = c("GE", 
 ##     "LE"), use_kd_tree = TRUE, symtest = FALSE, use_s2 = packageVersion("s2") > 
@@ -540,57 +548,57 @@ 

Distance neighbourss2::s2_dwithin_matrix() is run:

-
+
 if (packageVersion("s2") > "1.0.7") {
   system.time(for (i in 1:(reps/5)) pts_ll3_nb <- dnearneigh(pts_ll, d1=0,
       d2=0.75*max_1nn_ll))/(reps/5)
 }
##    user  system elapsed 
-##   0.049   0.000   0.049
+## 0.0415 0.0000 0.0420

Alternatively, spherical distances can be used with dwithin=FALSE and s2::s2_closest_edges(); although running in similar time, s2::s2_closest_edges() depends on the additional k= argument, which, if mis-set, may miss valid neighbours:

-
+
 system.time(for (i in 1:(reps/5)) pts_ll5_nb <- dnearneigh(pts_ll, d1=0, d2=0.75*max_1nn_ll, dwithin=FALSE))/(reps/5)
##    user  system elapsed 
-##  0.0320  0.0000  0.0325
-
+##   0.028   0.000   0.028
+
 if (packageVersion("s2") > "1.0.7") all.equal(pts_ll3_nb, pts_ll5_nb, check.attributes=FALSE)
## [1] TRUE

Using s2::s2_closest_edges() respects d1 > 0 without requiring a second pass in R, so is faster than s2::s2_dwithin_matrix():

-
+
 if (packageVersion("s2") > "1.0.7") {
   system.time(for (i in 1:(reps/5)) pts_ll3a_nb <- dnearneigh(pts_ll, d1=5,
       d2=0.75*max_1nn_ll, dwithin=FALSE))/(reps/5)
 }
##    user  system elapsed 
-##  0.0320  0.0000  0.0325
+## 0.0265 0.0000 0.0270

Using s2::s2_dwithin_matrix() requires a second pass, one for the lower bound, another for the upper bound, and a set difference operation to find neighbours in the distance band:

-
+
 if (packageVersion("s2") > "1.0.7") {
     system.time(for (i in 1:(reps/5)) pts_ll5a_nb <- dnearneigh(pts_ll, d1=5,
         d2=0.75*max_1nn_ll))/(reps/5)
 }
##    user  system elapsed 
-##  0.0805  0.0000  0.0810
-
+##   0.069   0.000   0.069
+
 if (packageVersion("s2") > "1.0.7") all.equal(pts_ll3a_nb, pts_ll5a_nb, check.attributes=FALSE)
## [1] TRUE

Setting use_s2=FALSE falls back to the legacy version, which uses symmetry to reduce time:

-
+
 system.time(for (i in 1:reps) pts_ll6_nb <- dnearneigh(pts_ll, d1=0, d2=0.75*max_1nn_ll, use_s2=FALSE))/reps
##    user  system elapsed 
-##  0.0119  0.0000  0.0121
+## 0.0105 0.0000 0.0105

Minor differences may occur between the legacy ellipsoid and s2 spherical approaches:

-
+
 all.equal(pts_ll5_nb, pts_ll6_nb, check.attributes=FALSE)
##  [1] "Component 20: Numeric: lengths (6, 5) differ"     
 ##  [2] "Component 28: Numeric: lengths (7, 6) differ"     
@@ -614,11 +622,11 @@ 

Distance neighbours## [20] "Component 235: Numeric: lengths (40, 39) differ" ## [21] "Component 237: Numeric: lengths (14, 15) differ" ## [22] "Component 245: Numeric: lengths (16, 15) differ"

-
+
 system.time(for (i in 1:reps) pts_ll6a_nb <- dnearneigh(pts_ll, d1=5, d2=0.75*max_1nn_ll, use_s2=FALSE))/reps
##    user  system elapsed 
-##  0.0118  0.0000  0.0119
-
+##  0.0113  0.0000  0.0116
+
 if (packageVersion("s2") > "1.0.7") all.equal(pts_ll5a_nb, pts_ll6a_nb, check.attributes=FALSE)
##  [1] "Component 20: Numeric: lengths (6, 5) differ"       
 ##  [2] "Component 28: Numeric: lengths (7, 6) differ"       
@@ -657,7 +665,7 @@ 

Contiguity neighbours for spherical polygon supports2 spatial indexing functionality is accessed in finding candidate neighbours in intersecting geometries.

-
+
 NY8_sf_ll <- st_transform(NY8_sf, "OGC:CRS84")
 st_is_longlat(NY8_sf_ll)
## [1] TRUE
@@ -665,11 +673,11 @@

Contiguity neighbours for spherical polygon supports2_intersects_matrix(), but the results are the same, and because spatial indexing is used, this scales well for larger data sets:

-
+
 system.time(for (i in 1:reps) NY8_sf_1_nb_ll <- poly2nb(NY8_sf_ll, queen=TRUE, snap=eps))/reps
##    user  system elapsed 
-##  0.1876  0.0028  0.1915
-
+##  0.1706  0.0029  0.1774
+
 all.equal(NY8_sf_1_nb, NY8_sf_1_nb_ll, check.attributes=FALSE)
## [1] TRUE
diff --git a/docs/articles/sids.html b/docs/articles/sids.html index 0cb702f8..811f1bc6 100644 --- a/docs/articles/sids.html +++ b/docs/articles/sids.html @@ -33,7 +33,7 @@ spdep - 1.3-4 + 1.3-5
@@ -124,25 +124,27 @@

IntroductionGetting the data into R

We will be using the spdep and -spreg packages, here version: spdep, version 1.3-4, -2024-05-31, the sf package and the +spreg packages, here version: spdep, version 1.3-5, +2024-06-10, the sf package and the tmap package. The data from the sources referred to above is documented in the help page for the nc.sids data set in spData. The actual data, included in a shapefile of the county boundaries for North Carolina were made available in the maptools package 1. These data are known to be geographical coordinates (longitude-latitude in decimal degrees) and are assumed to -use the NAD27 datum.

+use the NAD27 datum. The ESRI Shapefile is deprecated, and was replaced +here by a GeoPackage, written from reading the original files in +spData 2.3.1:

 library(spdep)
-nc <- st_read(system.file("shapes/sids.shp", package="spData")[1], quiet=TRUE)
-st_crs(nc) <- "+proj=longlat +datum=NAD27"
+nc <- st_read(system.file("shapes/sids.gpkg", package="spData")[1], quiet=TRUE)
+#st_crs(nc) <- "EPSG:4267"
 row.names(nc) <- as.character(nc$FIPSNO)
-

The shapefile format presupposes that you have three files with +

The shapefile format presupposed that you had three files with extensions .shp, .shx, and .dbf, where the first contains the geometry data, the second the spatial -index, and the third the attribute data. They are required to have the -same name apart from the extension, and are read here using +index, and the third the attribute data. They were required to have the +same name apart from the extension, and were read here using sf::st_read() into the sf object nc; the class is defined in sf. The centroids of the largest polygon in each county are available using the @@ -150,7 +152,7 @@

Getting the data into Rsfc POINT object, and can be used to place labels after the extraction of the coordinate matrix:

-sf_use_s2(FALSE)
+sf_use_s2(TRUE)
 plot(st_geometry(nc), axes=TRUE)
 text(st_coordinates(st_centroid(st_geometry(nc), of_largest_polygon=TRUE)), label=nc$FIPSNO, cex=0.5)

@@ -163,7 +165,7 @@

Getting the data into R## [1] "CNTY_ID" "AREA" "PERIMETER" "CNTY_" "NAME" "FIPS" ## [7] "FIPSNO" "CRESS_ID" "BIR74" "SID74" "NWBIR74" "BIR79" ## [13] "SID79" "NWBIR79" "east" "north" "x" "y" -## [19] "lon" "lat" "L_id" "M_id" "geometry"

+## [19] "lon" "lat" "L_id" "M_id" "geom"

##     CNTY_ID          AREA          PERIMETER         CNTY_     
@@ -201,9 +203,9 @@ 

Getting the data into R## Mean : 91.46 Mean :3953 Mean :-79.51 Mean :35.62 ## 3rd Qu.: 240.03 3rd Qu.:4000 3rd Qu.:-77.87 3rd Qu.:36.05 ## Max. : 439.65 Max. :4060 Max. :-75.67 Max. :36.52 -## L_id M_id geometry +## L_id M_id geom ## Min. :1.00 Min. :1.00 MULTIPOLYGON :100 -## 1st Qu.:1.00 1st Qu.:2.00 epsg:NA : 0 +## 1st Qu.:1.00 1st Qu.:2.00 epsg:4267 : 0 ## Median :2.00 Median :3.00 +proj=long...: 0 ## Mean :2.12 Mean :2.67 ## 3rd Qu.:3.00 3rd Qu.:3.25 diff --git a/docs/articles/sids_files/figure-html/plot-CC89.nb-1.png b/docs/articles/sids_files/figure-html/plot-CC89.nb-1.png index bb8e0e7b46aeea88fc38cb30b862a6491b0ff5a9..6ed3fbbdc06bf69592c09b5aad80c5ef73f8ec10 100644 GIT binary patch literal 226135 zcmeFYhd0~*`^T*{TUA=K)MzWUN2{n^ZB;{2qc*YC9BgF)7SW%XOYp}eKR z%C{V&ZfYaX)<{8)4^*QQi5>CL|4mfU3)UniB)FwyRqT`UvN(g%v>i73UajnhqE6pT z%ul?TF!P;)X6@g;^1o&M-_!qD;QuV}e-`*Z3;dr2{{LWs1}^s+e_)}nv`&IAJn?fU z2pazK#5#;zqf9EY4g*62Ka+(UG2Kfo%byh7BcT|bqYFyl4ITTJE&(a|^&5^Tc#6*^ 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diff --git a/docs/index.html b/docs/index.html index 48ec1a70..654e3caf 100644 --- a/docs/index.html +++ b/docs/index.html @@ -33,7 +33,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/news/index.html b/docs/news/index.html index be21450c..631abf09 100644 --- a/docs/news/index.html +++ b/docs/news/index.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
@@ -67,7 +67,13 @@

Changelog

- + +
  • #157 migrate ESRI Shapefile to GPKG files; convert bhicv.shp to GPKG

  • +
  • #155 Throw error if hotspot despatched on object without a "quadr" attribute

  • +
  • #154 turn on s2 in vignette

  • +
+
+
  • add scale argument to geary.test, geary.mc and geary #151, and appropriate tests

  • Introduce error in knearneigh for k less than the largest count of identical points; if encountered, increase k

  • remove spurious warning in knearneigh for longlat geometries

  • diff --git a/docs/pkgdown.yml b/docs/pkgdown.yml index 7d0601ca..9a517958 100644 --- a/docs/pkgdown.yml +++ b/docs/pkgdown.yml @@ -6,5 +6,5 @@ articles: nb_sf: nb_sf.html nb: nb.html sids: sids.html -last_built: 2024-05-31T15:04Z +last_built: 2024-06-10T12:01Z diff --git a/docs/reference/COL.OLD.html b/docs/reference/COL.OLD.html index ed679e9e..1e6e6da6 100644 --- a/docs/reference/COL.OLD.html +++ b/docs/reference/COL.OLD.html @@ -22,7 +22,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/EBImoran.mc.html b/docs/reference/EBImoran.mc.html index 53890358..d7feb469 100644 --- a/docs/reference/EBImoran.mc.html +++ b/docs/reference/EBImoran.mc.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
@@ -169,7 +169,7 @@

See also

Examples

-
nc.sids <- st_read(system.file("shapes/sids.shp", package="spData")[1], quiet=TRUE)
+    
nc.sids <- st_read(system.file("shapes/sids.gpkg", package="spData")[1], quiet=TRUE)
 rn <- as.character(nc.sids$FIPS)
 ncCC89_nb <- read.gal(system.file("weights/ncCC89.gal", package="spData")[1],
  region.id=rn)
diff --git a/docs/reference/EBest.html b/docs/reference/EBest.html
index 052ff471..81c05313 100644
--- a/docs/reference/EBest.html
+++ b/docs/reference/EBest.html
@@ -17,7 +17,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
@@ -126,7 +126,7 @@

See also

Examples

-
auckland <- st_read(system.file("shapes/auckland.shp", package="spData")[1], quiet=TRUE)
+    
auckland <- st_read(system.file("shapes/auckland.gpkg", package="spData")[1], quiet=TRUE)
 res <- EBest(auckland$M77_85, 9*auckland$Und5_81)
 attr(res, "parameters")
 #> $a
diff --git a/docs/reference/EBlocal.html b/docs/reference/EBlocal.html
index 01b47a34..ee748075 100644
--- a/docs/reference/EBlocal.html
+++ b/docs/reference/EBlocal.html
@@ -17,7 +17,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
@@ -135,7 +135,7 @@

See also

Examples

-
auckland <- st_read(system.file("shapes/auckland.shp", package="spData")[1], quiet=TRUE)
+    
auckland <- st_read(system.file("shapes/auckland.gpkg", package="spData")[1], quiet=TRUE)
 auckland.nb <- poly2nb(auckland)
 res <- EBlocal(auckland$M77_85,  9*auckland$Und5_81, auckland.nb)
 auckland$est000 <- res$est*1000
diff --git a/docs/reference/LOSH.cs.html b/docs/reference/LOSH.cs.html
index 66ec1b42..f15397fc 100644
--- a/docs/reference/LOSH.cs.html
+++ b/docs/reference/LOSH.cs.html
@@ -17,7 +17,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
diff --git a/docs/reference/LOSH.html b/docs/reference/LOSH.html index c28fa7f6..6a9df4ad 100644 --- a/docs/reference/LOSH.html +++ b/docs/reference/LOSH.html @@ -19,7 +19,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/LOSH.mc.html b/docs/reference/LOSH.mc.html index 85d4d746..2b3311f0 100644 --- a/docs/reference/LOSH.mc.html +++ b/docs/reference/LOSH.mc.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/SD.RStests.html b/docs/reference/SD.RStests.html index 82d405fa..1c5d33a1 100644 --- a/docs/reference/SD.RStests.html +++ b/docs/reference/SD.RStests.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
@@ -137,14 +137,14 @@

See also

Examples

-
columbus <- sf::st_read(system.file("shapes/columbus.shp", package="spData")[1])
+    
columbus <- sf::st_read(system.file("shapes/columbus.gpkg", package="spData")[1])
 #> Reading layer `columbus' from data source 
-#>   `/home/rsb/lib/r_libs/spData/shapes/columbus.shp' using driver `ESRI Shapefile'
+#>   `/home/rsb/lib/r_libs/spData/shapes/columbus.gpkg' using driver `GPKG'
 #> Simple feature collection with 49 features and 20 fields
 #> Geometry type: POLYGON
 #> Dimension:     XY
 #> Bounding box:  xmin: 5.874907 ymin: 10.78863 xmax: 11.28742 ymax: 14.74245
-#> CRS:           NA
+#> Projected CRS: Undefined Cartesian SRS with unknown unit
 col.gal.nb <- read.gal(system.file("weights/columbus.gal", package="spData")[1])
 col.listw <- nb2listw(col.gal.nb, style="W")
 lm_obj <- lm(CRIME ~ INC + HOVAL, data=columbus)
diff --git a/docs/reference/aggregate.nb.html b/docs/reference/aggregate.nb.html
index 23d61dc6..157331fe 100644
--- a/docs/reference/aggregate.nb.html
+++ b/docs/reference/aggregate.nb.html
@@ -17,7 +17,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
diff --git a/docs/reference/airdist.html b/docs/reference/airdist.html index 48bc6221..0e8bc056 100644 --- a/docs/reference/airdist.html +++ b/docs/reference/airdist.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/autocov_dist.html b/docs/reference/autocov_dist.html index 7c4169da..36155a15 100644 --- a/docs/reference/autocov_dist.html +++ b/docs/reference/autocov_dist.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
@@ -128,7 +128,7 @@

See also

Examples

-
columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+    
columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 #xy <- cbind(columbus$X, columbus$Y)
 xy <- st_coordinates(st_centroid(st_geometry(columbus),
  of_largest_polygon=TRUE))
diff --git a/docs/reference/bhicv.html b/docs/reference/bhicv.html
index cd800821..955116e1 100644
--- a/docs/reference/bhicv.html
+++ b/docs/reference/bhicv.html
@@ -18,7 +18,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
@@ -102,16 +102,16 @@

Format

Examples

-
bh <- st_read(system.file("etc/shapes/bhicv.shp",
+    
bh <- st_read(system.file("etc/shapes/bhicv.gpkg",
       package="spdep")[1])
 #> Reading layer `bhicv' from data source 
-#>   `/tmp/RtmpJUukWt/temp_libpathb48a37d011044/spdep/etc/shapes/bhicv.shp' 
-#>   using driver `ESRI Shapefile'
+#>   `/tmp/Rtmpg4Rdk8/temp_libpatheae6955d99354/spdep/etc/shapes/bhicv.gpkg' 
+#>   using driver `GPKG'
 #> Simple feature collection with 98 features and 8 fields
 #> Geometry type: POLYGON
 #> Dimension:     XY
 #> Bounding box:  xmin: -45.02175 ymin: -20.93007 xmax: -42.50321 ymax: -18.08342
-#> CRS:           NA
+#> Geodetic CRS:  Corrego Alegre 1970-72
 
diff --git a/docs/reference/card.html b/docs/reference/card.html index cf885023..e4ac73e0 100644 --- a/docs/reference/card.html +++ b/docs/reference/card.html @@ -18,7 +18,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/cell2nb.html b/docs/reference/cell2nb.html index 9b34173a..d63ed14d 100644 --- a/docs/reference/cell2nb.html +++ b/docs/reference/cell2nb.html @@ -21,7 +21,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/choynowski.html b/docs/reference/choynowski.html index 75ab341d..095d74a7 100644 --- a/docs/reference/choynowski.html +++ b/docs/reference/choynowski.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
@@ -124,7 +124,7 @@

See also

Examples

-
auckland <- st_read(system.file("shapes/auckland.shp", package="spData")[1], quiet=TRUE)
+    
auckland <- st_read(system.file("shapes/auckland.gpkg", package="spData")[1], quiet=TRUE)
 auckland.nb <- poly2nb(auckland)
 res <- choynowski(auckland$M77_85, 9*auckland$Und5_81)
 resl <- choynowski(auckland$M77_85, 9*auckland$Und5_81, legacy=TRUE)
diff --git a/docs/reference/columbus.html b/docs/reference/columbus.html
index 10c983c6..defb0735 100644
--- a/docs/reference/columbus.html
+++ b/docs/reference/columbus.html
@@ -17,7 +17,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
@@ -78,7 +78,7 @@

Columbus OH spatial analysis data set

Examples

-
columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+    
columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 col.gal.nb <- read.gal(system.file("weights/columbus.gal", package="spData")[1])
 
diff --git a/docs/reference/compon.html b/docs/reference/compon.html index cc92aab4..552112ef 100644 --- a/docs/reference/compon.html +++ b/docs/reference/compon.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
@@ -105,7 +105,7 @@

See also

Examples

-
columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+    
columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 col.gal.nb <- read.gal(system.file("weights/columbus.gal", package="spData")[1])
 coords <- st_coordinates(st_centroid(st_geometry(columbus)))
 plot(col.gal.nb, coords, col="grey")
diff --git a/docs/reference/diffnb.html b/docs/reference/diffnb.html
index af74e426..03dfd829 100644
--- a/docs/reference/diffnb.html
+++ b/docs/reference/diffnb.html
@@ -17,7 +17,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
@@ -102,7 +102,7 @@

Author

Examples

-
columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+    
columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 coords <- st_centroid(st_geometry(columbus), of_largest_polygon=TRUE)
 rn <- row.names(columbus)
 knn1 <- knearneigh(coords, 1)
diff --git a/docs/reference/dnearneigh.html b/docs/reference/dnearneigh.html
index b871bbd8..d0f050aa 100644
--- a/docs/reference/dnearneigh.html
+++ b/docs/reference/dnearneigh.html
@@ -17,7 +17,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
@@ -131,7 +131,7 @@

See also

Examples

-
columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+    
columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 coords <- st_centroid(st_geometry(columbus), of_largest_polygon=TRUE)
 rn <- row.names(columbus)
 k1 <- knn2nb(knearneigh(coords))
@@ -163,7 +163,7 @@ 

Examples

#> Geometry type: POINT #> Dimension: XY #> Bounding box: xmin: 6.221943 ymin: 11.01003 xmax: 10.95359 ymax: 14.36908 -#> CRS: NA +#> Projected CRS: Undefined Cartesian SRS with unknown unit #> First 5 geometries: #> POINT (8.827218 14.36908) #> POINT (8.332658 14.03162) @@ -239,13 +239,13 @@

Examples

gck1b <- knn2nb(knearneigh(xy1, k=1)) system.time(o <- nbdists(gck1b, xy1)) #> user system elapsed -#> 0.011 0.000 0.011 +#> 0.009 0.000 0.009 (all.linked <- max(unlist(o))) #> [1] 522.4464 # use s2 brute-force dwithin_matrix approach for s2 <= 1.0.7 system.time(gc.nb.dwithin <- dnearneigh(xy1, 0, all.linked, use_s2=TRUE, dwithin=TRUE)) #> user system elapsed -#> 0.011 0.000 0.011 +#> 0.01 0.00 0.01 summary(gc.nb, xy1, scale=0.5) #> Neighbour list object: #> Number of regions: 48 @@ -266,12 +266,12 @@

Examples

(system.time(gc.nb.closest <- dnearneigh(xy1, 0, all.linked, dwithin=FALSE))) } #> user system elapsed -#> 0.009 0.000 0.010 +#> 0.007 0.000 0.007 if (packageVersion("s2") > "1.0.7") { system.time(gc.nb.dwithin <- dnearneigh(xy1, 0, all.linked, use_s2=TRUE, dwithin=TRUE)) } #> user system elapsed -#> 0.012 0.000 0.013 +#> 0.009 0.000 0.010 if (packageVersion("s2") > "1.0.7") { summary(gc.nb.dwithin, xy1, scale=0.5) } @@ -313,7 +313,7 @@

Examples

# use legacy symmetric brute-force approach system.time(gc.nb.legacy <- dnearneigh(xy1, 0, all.linked, use_s2=FALSE)) #> user system elapsed -#> 0.004 0.000 0.005 +#> 0.003 0.000 0.003 summary(gc.nb, xy1, scale=0.5) #> Neighbour list object: #> Number of regions: 48 diff --git a/docs/reference/droplinks.html b/docs/reference/droplinks.html index f7e0e0dd..c68f270e 100644 --- a/docs/reference/droplinks.html +++ b/docs/reference/droplinks.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/edit.nb.html b/docs/reference/edit.nb.html index 47aadfe4..0268443c 100644 --- a/docs/reference/edit.nb.html +++ b/docs/reference/edit.nb.html @@ -22,7 +22,7 @@ spdep - 1.3-4 + 1.3-5
@@ -122,7 +122,7 @@

See also

Examples

# \dontrun{
-columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 class(columbus)
 #> [1] "sf"         "data.frame"
 if (FALSE) nnb1 <- edit.nb(col.gal.nb, polys=as(columbus, "Spatial"))
diff --git a/docs/reference/eire.html b/docs/reference/eire.html
index dff7408b..b2e3ad1c 100644
--- a/docs/reference/eire.html
+++ b/docs/reference/eire.html
@@ -17,7 +17,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
diff --git a/docs/reference/geary.html b/docs/reference/geary.html index 9f19ecb7..8602baac 100644 --- a/docs/reference/geary.html +++ b/docs/reference/geary.html @@ -22,7 +22,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/geary.mc.html b/docs/reference/geary.mc.html index 9cb232c2..130c841e 100644 --- a/docs/reference/geary.mc.html +++ b/docs/reference/geary.mc.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/geary.test.html b/docs/reference/geary.test.html index 5f7b964c..4ed31399 100644 --- a/docs/reference/geary.test.html +++ b/docs/reference/geary.test.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/globalG.test.html b/docs/reference/globalG.test.html index bda84b6b..d1072482 100644 --- a/docs/reference/globalG.test.html +++ b/docs/reference/globalG.test.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
@@ -150,7 +150,7 @@

See also

Examples

-
nc.sids <- st_read(system.file("shapes/sids.shp", package="spData")[1], quiet=TRUE)
+    
nc.sids <- st_read(system.file("shapes/sids.gpkg", package="spData")[1], quiet=TRUE)
 sidsrate79 <- (1000*nc.sids$SID79)/nc.sids$BIR79
 dists <- c(10, 20, 30, 33, 40, 50, 60, 70, 80, 90, 100)
 ndists <- length(dists)
diff --git a/docs/reference/graphneigh.html b/docs/reference/graphneigh.html
index 05ad31f2..6febf4bd 100644
--- a/docs/reference/graphneigh.html
+++ b/docs/reference/graphneigh.html
@@ -20,7 +20,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
@@ -206,7 +206,7 @@

See also

Examples

-
columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+    
columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 sf_obj <- st_centroid(st_geometry(columbus), of_largest_polygon)
 sp_obj <- as(sf_obj, "Spatial")
 coords <- st_coordinates(sf_obj)
diff --git a/docs/reference/grid2nb.html b/docs/reference/grid2nb.html
index 38ea505a..5d330889 100644
--- a/docs/reference/grid2nb.html
+++ b/docs/reference/grid2nb.html
@@ -18,7 +18,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
diff --git a/docs/reference/hotspotmap.html b/docs/reference/hotspotmap.html index 69a558f9..98c7a52a 100644 --- a/docs/reference/hotspotmap.html +++ b/docs/reference/hotspotmap.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/include.self.html b/docs/reference/include.self.html index 1bb44e1c..08212722 100644 --- a/docs/reference/include.self.html +++ b/docs/reference/include.self.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
@@ -99,7 +99,7 @@

See also

Examples

-
columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+    
columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 col.gal.nb <- read.gal(system.file("weights/columbus.gal", package="spData")[1])
 coords <- st_coordinates(st_centroid(columbus))
 #> Warning: st_centroid assumes attributes are constant over geometries
diff --git a/docs/reference/index.html b/docs/reference/index.html
index 0d4a8828..62917baa 100644
--- a/docs/reference/index.html
+++ b/docs/reference/index.html
@@ -17,7 +17,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
diff --git a/docs/reference/joincount.mc.html b/docs/reference/joincount.mc.html index b2e2e770..98662a3c 100644 --- a/docs/reference/joincount.mc.html +++ b/docs/reference/joincount.mc.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/joincount.multi.html b/docs/reference/joincount.multi.html index 5f199133..6e106217 100644 --- a/docs/reference/joincount.multi.html +++ b/docs/reference/joincount.multi.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
@@ -127,7 +127,7 @@

See also

Examples

-
columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+    
columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 HICRIME <- cut(columbus$CRIME, breaks=c(0,35,80), labels=c("low","high"))
 (nb <- poly2nb(columbus))
 #> Neighbour list object:
diff --git a/docs/reference/joincount.test.html b/docs/reference/joincount.test.html
index 2f9e4847..371b4e68 100644
--- a/docs/reference/joincount.test.html
+++ b/docs/reference/joincount.test.html
@@ -23,7 +23,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
@@ -357,7 +357,7 @@

Examples

#> Same colour statistic Expectation Variance #> 40.500000 23.000000 6.762918 #> -columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE) +columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE) HICRIME <- cut(columbus$CRIME, breaks=c(0,35,80), labels=c("low","high")) (nb <- poly2nb(columbus)) #> Neighbour list object: diff --git a/docs/reference/knearneigh.html b/docs/reference/knearneigh.html index 03cddd63..7eb36308 100644 --- a/docs/reference/knearneigh.html +++ b/docs/reference/knearneigh.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
@@ -127,7 +127,7 @@

See also

Examples

-
columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+    
columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 coords <- st_centroid(st_geometry(columbus), of_largest_polygon=TRUE)
 col.knn <- knearneigh(coords, k=4)
 plot(st_geometry(columbus), border="grey")
@@ -191,7 +191,7 @@ 

Examples

sf_use_s2(TRUE) system.time(gck4a.nb <- knn2nb(knearneigh(xy1, k=4))) #> user system elapsed -#> 0.014 0.000 0.013 +#> 0.010 0.000 0.009 summary(gck4a.nb, xy1, scale=0.5) #> Neighbour list object: #> Number of regions: 48 @@ -211,7 +211,7 @@

Examples

#> Spherical geometry (s2) switched off system.time(gck4a.nb <- knn2nb(knearneigh(xy1, k=4))) #> user system elapsed -#> 0.008 0.000 0.007 +#> 0.005 0.000 0.005 summary(gck4a.nb, xy1, scale=0.5) #> Neighbour list object: #> Number of regions: 48 diff --git a/docs/reference/knn2nb.html b/docs/reference/knn2nb.html index 99bcfefe..277aea02 100644 --- a/docs/reference/knn2nb.html +++ b/docs/reference/knn2nb.html @@ -19,7 +19,7 @@ spdep - 1.3-4 + 1.3-5
@@ -108,7 +108,7 @@

See also

Examples

-
columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+    
columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 coords <- st_coordinates(st_centroid(columbus))
 #> Warning: st_centroid assumes attributes are constant over geometries
 col.knn <- knearneigh(coords, k=4)
diff --git a/docs/reference/lag.listw.html b/docs/reference/lag.listw.html
index 1280c9f7..483e41af 100644
--- a/docs/reference/lag.listw.html
+++ b/docs/reference/lag.listw.html
@@ -17,7 +17,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
diff --git a/docs/reference/lee.html b/docs/reference/lee.html index 50983ef6..5c49af99 100644 --- a/docs/reference/lee.html +++ b/docs/reference/lee.html @@ -21,7 +21,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/lee.mc.html b/docs/reference/lee.mc.html index 25bc45da..c48be74d 100644 --- a/docs/reference/lee.mc.html +++ b/docs/reference/lee.mc.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/lee.test.html b/docs/reference/lee.test.html index 8c639171..b83698c6 100644 --- a/docs/reference/lee.test.html +++ b/docs/reference/lee.test.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/listw2sn.html b/docs/reference/listw2sn.html index ef877bd7..d488b536 100644 --- a/docs/reference/listw2sn.html +++ b/docs/reference/listw2sn.html @@ -19,7 +19,7 @@ spdep - 1.3-4 + 1.3-5
@@ -127,7 +127,7 @@

See also

Examples

-
columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+    
columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 col.gal.nb <- read.gal(system.file("weights/columbus.gal", package="spData")[1])
 col.listw <- nb2listw(col.gal.nb)
 col.listw$neighbours[[1]]
diff --git a/docs/reference/lm.RStests.html b/docs/reference/lm.RStests.html
index 595b3262..6795d455 100644
--- a/docs/reference/lm.RStests.html
+++ b/docs/reference/lm.RStests.html
@@ -24,7 +24,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
diff --git a/docs/reference/lm.morantest.exact.html b/docs/reference/lm.morantest.exact.html index fd9ca056..8096e16e 100644 --- a/docs/reference/lm.morantest.exact.html +++ b/docs/reference/lm.morantest.exact.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
@@ -179,16 +179,17 @@

See also

Examples

-
eire <- st_read(system.file("shapes/eire.shp", package="spData")[1])
+    
eire <- st_read(system.file("shapes/eire.gpkg", package="spData")[1])
 #> Reading layer `eire' from data source 
-#>   `/home/rsb/lib/r_libs/spData/shapes/eire.shp' using driver `ESRI Shapefile'
+#>   `/home/rsb/lib/r_libs/spData/shapes/eire.gpkg' using driver `GPKG'
 #> Simple feature collection with 26 features and 10 fields
 #> Geometry type: MULTIPOLYGON
 #> Dimension:     XY
 #> Bounding box:  xmin: -4.12 ymin: 5768 xmax: 300.82 ymax: 6119.25
-#> CRS:           NA
+#> Projected CRS: Undefined Cartesian SRS with unknown unit
 row.names(eire) <- as.character(eire$names)
 st_crs(eire) <- "+proj=utm +zone=30 +ellps=airy +units=km"
+#> Warning: st_crs<- : replacing crs does not reproject data; use st_transform for that
 eire.nb <- poly2nb(eire)
 e.lm <- lm(OWNCONS ~ ROADACC, data=eire)
 lm.morantest(e.lm, nb2listw(eire.nb))
diff --git a/docs/reference/lm.morantest.html b/docs/reference/lm.morantest.html
index d5920816..3ea055c9 100644
--- a/docs/reference/lm.morantest.html
+++ b/docs/reference/lm.morantest.html
@@ -17,7 +17,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
diff --git a/docs/reference/lm.morantest.sad.html b/docs/reference/lm.morantest.sad.html index 27f6f791..090c7b07 100644 --- a/docs/reference/lm.morantest.sad.html +++ b/docs/reference/lm.morantest.sad.html @@ -18,7 +18,7 @@ spdep - 1.3-4 + 1.3-5
@@ -200,16 +200,17 @@

See also

Examples

-
eire <- st_read(system.file("shapes/eire.shp", package="spData")[1])
+    
eire <- st_read(system.file("shapes/eire.gpkg", package="spData")[1])
 #> Reading layer `eire' from data source 
-#>   `/home/rsb/lib/r_libs/spData/shapes/eire.shp' using driver `ESRI Shapefile'
+#>   `/home/rsb/lib/r_libs/spData/shapes/eire.gpkg' using driver `GPKG'
 #> Simple feature collection with 26 features and 10 fields
 #> Geometry type: MULTIPOLYGON
 #> Dimension:     XY
 #> Bounding box:  xmin: -4.12 ymin: 5768 xmax: 300.82 ymax: 6119.25
-#> CRS:           NA
+#> Projected CRS: Undefined Cartesian SRS with unknown unit
 row.names(eire) <- as.character(eire$names)
 st_crs(eire) <- "+proj=utm +zone=30 +ellps=airy +units=km"
+#> Warning: st_crs<- : replacing crs does not reproject data; use st_transform for that
 eire.nb <- poly2nb(eire)
 e.lm <- lm(OWNCONS ~ ROADACC, data=eire)
 lm.morantest(e.lm, nb2listw(eire.nb))
diff --git a/docs/reference/localC.html b/docs/reference/localC.html
index 37455e09..031404bf 100644
--- a/docs/reference/localC.html
+++ b/docs/reference/localC.html
@@ -18,7 +18,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
@@ -359,7 +359,7 @@

Examples

alternative="two.sided")) } #> user system elapsed -#> 0.466 0.009 0.478 +#> 0.348 0.005 0.354 if (run) { if (require(parallel, quietly=TRUE)) { ncpus <- max(2L, detectCores(logical=FALSE), na.rm = TRUE)-1L @@ -505,7 +505,7 @@

Examples

nsim=9999, alternative="two.sided")) } #> user system elapsed -#> 1.273 0.003 1.290 +#> 0.596 0.000 0.599 if (run) { all.equal(lisa_values(lmc_vars), c(lmc_vars_spdep)) } diff --git a/docs/reference/localG.html b/docs/reference/localG.html index d3555a14..f4eb347f 100644 --- a/docs/reference/localG.html +++ b/docs/reference/localG.html @@ -23,7 +23,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/localGS.html b/docs/reference/localGS.html index 481f7a22..ac92249f 100644 --- a/docs/reference/localGS.html +++ b/docs/reference/localGS.html @@ -20,7 +20,7 @@ spdep - 1.3-4 + 1.3-5
@@ -131,9 +131,9 @@

See also

Examples

# \donttest{
-boston.tr <- sf::st_read(system.file("shapes/boston_tracts.shp", package="spData")[1])
+boston.tr <- sf::st_read(system.file("shapes/boston_tracts.gpkg", package="spData")[1])
 #> Reading layer `boston_tracts' from data source 
-#>   `/home/rsb/lib/r_libs/spData/shapes/boston_tracts.shp' using driver `ESRI Shapefile'
+#>   `/home/rsb/lib/r_libs/spData/shapes/boston_tracts.gpkg' using driver `GPKG'
 #> Simple feature collection with 506 features and 36 fields
 #> Geometry type: POLYGON
 #> Dimension:     XY
diff --git a/docs/reference/local_joincount_bv.html b/docs/reference/local_joincount_bv.html
index c325b1ec..a994fb90 100644
--- a/docs/reference/local_joincount_bv.html
+++ b/docs/reference/local_joincount_bv.html
@@ -17,7 +17,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
diff --git a/docs/reference/local_joincount_uni.html b/docs/reference/local_joincount_uni.html index c38469d9..9b03b1fe 100644 --- a/docs/reference/local_joincount_uni.html +++ b/docs/reference/local_joincount_uni.html @@ -18,7 +18,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/localmoran.exact.html b/docs/reference/localmoran.exact.html index 6dafa1de..945966d2 100644 --- a/docs/reference/localmoran.exact.html +++ b/docs/reference/localmoran.exact.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
@@ -208,16 +208,17 @@

See also

Examples

-
eire <- st_read(system.file("shapes/eire.shp", package="spData")[1])
+    
eire <- st_read(system.file("shapes/eire.gpkg", package="spData")[1])
 #> Reading layer `eire' from data source 
-#>   `/home/rsb/lib/r_libs/spData/shapes/eire.shp' using driver `ESRI Shapefile'
+#>   `/home/rsb/lib/r_libs/spData/shapes/eire.gpkg' using driver `GPKG'
 #> Simple feature collection with 26 features and 10 fields
 #> Geometry type: MULTIPOLYGON
 #> Dimension:     XY
 #> Bounding box:  xmin: -4.12 ymin: 5768 xmax: 300.82 ymax: 6119.25
-#> CRS:           NA
+#> Projected CRS: Undefined Cartesian SRS with unknown unit
 row.names(eire) <- as.character(eire$names)
 st_crs(eire) <- "+proj=utm +zone=30 +ellps=airy +units=km"
+#> Warning: st_crs<- : replacing crs does not reproject data; use st_transform for that
 eire.nb <- poly2nb(eire)
 e.lm <- lm(OWNCONS ~ ROADACC, data=eire)
 localmoran.sad(e.lm, nb=eire.nb)
diff --git a/docs/reference/localmoran.html b/docs/reference/localmoran.html
index 58060188..51483b97 100644
--- a/docs/reference/localmoran.html
+++ b/docs/reference/localmoran.html
@@ -21,7 +21,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
diff --git a/docs/reference/localmoran.sad.html b/docs/reference/localmoran.sad.html index 47e35071..1f1a24d7 100644 --- a/docs/reference/localmoran.sad.html +++ b/docs/reference/localmoran.sad.html @@ -25,7 +25,7 @@ spdep - 1.3-4 + 1.3-5
@@ -260,16 +260,17 @@

See also

Examples

-
eire <- st_read(system.file("shapes/eire.shp", package="spData")[1])
+    
eire <- st_read(system.file("shapes/eire.gpkg", package="spData")[1])
 #> Reading layer `eire' from data source 
-#>   `/home/rsb/lib/r_libs/spData/shapes/eire.shp' using driver `ESRI Shapefile'
+#>   `/home/rsb/lib/r_libs/spData/shapes/eire.gpkg' using driver `GPKG'
 #> Simple feature collection with 26 features and 10 fields
 #> Geometry type: MULTIPOLYGON
 #> Dimension:     XY
 #> Bounding box:  xmin: -4.12 ymin: 5768 xmax: 300.82 ymax: 6119.25
-#> CRS:           NA
+#> Projected CRS: Undefined Cartesian SRS with unknown unit
 row.names(eire) <- as.character(eire$names)
 st_crs(eire) <- "+proj=utm +zone=30 +ellps=airy +units=km"
+#> Warning: st_crs<- : replacing crs does not reproject data; use st_transform for that
 eire.nb <- poly2nb(eire)
 lw <- nb2listw(eire.nb)
 e.lm <- lm(OWNCONS ~ ROADACC, data=eire)
diff --git a/docs/reference/localmoran_bv.html b/docs/reference/localmoran_bv.html
index 7c162a43..1737d07d 100644
--- a/docs/reference/localmoran_bv.html
+++ b/docs/reference/localmoran_bv.html
@@ -17,7 +17,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
@@ -73,7 +73,7 @@

Compute the Local Bivariate Moran's I Statistic

localmoran_bv(x, y, listw, nsim = 199, scale = TRUE, alternative="two.sided",
- iseed=1L, no_repeat_in_row=FALSE)
+ iseed=1L, no_repeat_in_row=FALSE, zero.policy=attr(listw, "zero.policy"))
@@ -107,6 +107,8 @@

Arguments

no_repeat_in_row

default FALSE, if TRUE, sample conditionally in each row without replacements to avoid duplicate values, https://github.com/r-spatial/spdep/issues/124

+
zero.policy
+

default default attr(listw, "zero.policy") as set when listw was created, if attribute not set, use global option value; if TRUE assign zero to the lagged value of zones without neighbours, if FALSE assign NA

@@ -135,14 +137,14 @@

Author

Examples

# load columbus data
-columbus <- st_read(system.file("shapes/columbus.shp", package="spData"))
+columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData"))
 #> Reading layer `columbus' from data source 
-#>   `/home/rsb/lib/r_libs/spData/shapes/columbus.shp' using driver `ESRI Shapefile'
+#>   `/home/rsb/lib/r_libs/spData/shapes/columbus.gpkg' using driver `GPKG'
 #> Simple feature collection with 49 features and 20 fields
 #> Geometry type: POLYGON
 #> Dimension:     XY
 #> Bounding box:  xmin: 5.874907 ymin: 10.78863 xmax: 11.28742 ymax: 14.74245
-#> CRS:           NA
+#> Projected CRS: Undefined Cartesian SRS with unknown unit
 nb <- poly2nb(columbus)
 listw <- nb2listw(nb)
 set.seed(1)
@@ -247,8 +249,67 @@ 

Examples

#> [47,] 0.012 0.006 #> [48,] 0.544 0.272 #> [49,] 0.896 0.448 +#> attr(,"quadr") +#> mean median pysal +#> 1 Low-High Low-High Low-High +#> 2 Low-Low Low-Low Low-Low +#> 3 Low-Low Low-Low Low-Low +#> 4 Low-High Low-High Low-High +#> 5 High-Low High-Low High-Low +#> 6 Low-Low Low-High Low-High +#> 7 Low-Low Low-Low Low-Low +#> 8 High-Low High-Low High-Low +#> 9 Low-Low Low-Low Low-Low +#> 10 Low-High Low-High Low-High +#> 11 High-Low High-Low High-Low +#> 12 High-Low High-Low High-Low +#> 13 High-Low High-Low High-Low +#> 14 High-Low High-Low High-Low +#> 15 High-Low High-Low High-Low +#> 16 High-Low High-Low High-Low +#> 17 High-High High-High High-High +#> 18 High-Low High-Low High-Low +#> 19 High-Low High-Low High-Low +#> 20 Low-High Low-High Low-High +#> 21 High-Low High-High High-Low +#> 22 Low-High Low-High Low-High +#> 23 Low-High Low-High Low-High +#> 24 High-Low High-Low High-Low +#> 25 High-Low High-Low High-Low +#> 26 High-Low High-Low High-Low +#> 27 High-High High-High High-High +#> 28 High-Low High-Low High-Low +#> 29 High-Low High-Low High-Low +#> 30 High-Low High-Low High-Low +#> 31 Low-High Low-High Low-High +#> 32 Low-High Low-High Low-High +#> 33 High-High High-High High-High +#> 34 Low-High Low-High Low-High +#> 35 High-High High-High High-High +#> 36 Low-High Low-High Low-High +#> 37 High-Low High-Low High-Low +#> 38 High-Low High-Low High-Low +#> 39 Low-High Low-High Low-High +#> 40 Low-High Low-High Low-High +#> 41 Low-High Low-High Low-High +#> 42 Low-High Low-High Low-High +#> 43 High-Low High-Low High-Low +#> 44 Low-Low Low-Low Low-Low +#> 45 Low-High Low-High Low-High +#> 46 Low-High Low-High Low-High +#> 47 Low-High Low-High Low-High +#> 48 Low-High Low-High Low-High +#> 49 Low-Low Low-Low Low-Low #> attr(,"class") #> [1] "localmoran" "matrix" "array" +columbus$hs <- hotspot(res, Prname="Pr(folded) Sim", cutoff=0.05, + quadrant.type="pysal", p.adjust="none") +if (require("tmap", quietly=TRUE)) { + tm_shape(columbus) + tm_fill("hs") +} + +moran.plot(x=columbus$CRIME, y=columbus$INC, listw=listw) +
diff --git a/docs/reference/mat2listw.html b/docs/reference/mat2listw.html index cf016b5a..1c76c98b 100644 --- a/docs/reference/mat2listw.html +++ b/docs/reference/mat2listw.html @@ -20,7 +20,7 @@ spdep - 1.3-4 + 1.3-5
@@ -123,7 +123,7 @@

See also

Examples

-
columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+    
columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 col005 <- dnearneigh(st_coordinates(st_centroid(st_geometry(columbus),
  of_largest_polygon=TRUE)), 0, 0.5, as.character(columbus$NEIGNO))
 summary(col005)
diff --git a/docs/reference/moran.html b/docs/reference/moran.html
index 0139f4ce..0a794be5 100644
--- a/docs/reference/moran.html
+++ b/docs/reference/moran.html
@@ -20,7 +20,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
diff --git a/docs/reference/moran.mc.html b/docs/reference/moran.mc.html index cc44a80b..b559213d 100644 --- a/docs/reference/moran.mc.html +++ b/docs/reference/moran.mc.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/moran.plot.html b/docs/reference/moran.plot.html index 8aab3208..0e8d5e38 100644 --- a/docs/reference/moran.plot.html +++ b/docs/reference/moran.plot.html @@ -20,7 +20,7 @@ spdep - 1.3-4 + 1.3-5
@@ -78,8 +78,8 @@

Moran scatterplot

-
moran.plot(x, listw, zero.policy=attr(listw, "zero.policy"), spChk=NULL, labels=NULL,
- xlab=NULL, ylab=NULL, quiet=NULL, plot=TRUE, return_df=TRUE, ...)
+
moran.plot(x, listw, y=NULL, zero.policy=attr(listw, "zero.policy"), spChk=NULL,
+ labels=NULL, xlab=NULL, ylab=NULL, quiet=NULL, plot=TRUE, return_df=TRUE, ...)
@@ -90,6 +90,9 @@

Arguments

listw

a listw object created for example by nb2listw

+
y
+

an optional numeric vector the same length as the neighbours list in listw for a bi-variate plot

+
zero.policy

default attr(listw, "zero.policy") as set when listw was created, if attribute not set, use global option value; if TRUE assign zero to the lagged value of zones without neighbours, if FALSE assign NA

@@ -162,6 +165,20 @@

Examples

xlab(xname) + ylab(paste0("Spatially lagged ", xname)) } +columbus <- st_read(system.file("shapes/columbus.shp", package="spData")) +#> Reading layer `columbus' from data source +#> `/home/rsb/lib/r_libs/spData/shapes/columbus.shp' using driver `ESRI Shapefile' +#> Simple feature collection with 49 features and 20 fields +#> Geometry type: POLYGON +#> Dimension: XY +#> Bounding box: xmin: 5.874907 ymin: 10.78863 xmax: 11.28742 ymax: 14.74245 +#> CRS: NA +nb <- poly2nb(columbus) +listw <- nb2listw(nb) +moran.plot(x=columbus$CRIME, y=columbus$INC, listw=listw) + +moran.plot(x=columbus$INC, y=columbus$CRIME, listw=listw) +
diff --git a/docs/reference/moran.test.html b/docs/reference/moran.test.html index 91632932..f5cb423a 100644 --- a/docs/reference/moran.test.html +++ b/docs/reference/moran.test.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
@@ -390,7 +390,7 @@

Examples

#> Moran I statistic Expectation Variance #> 0.212782897 -0.020833333 0.008784908 #> -columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE) +columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE) col_geoms <- st_geometry(columbus) col_geoms[1] <- st_buffer(col_geoms[1], dist=-0.05) st_geometry(columbus) <- col_geoms diff --git a/docs/reference/moran_bv.html b/docs/reference/moran_bv.html index 9c538aac..2a620d10 100644 --- a/docs/reference/moran_bv.html +++ b/docs/reference/moran_bv.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/mstree.html b/docs/reference/mstree.html index 7c1fbcac..203ec09b 100644 --- a/docs/reference/mstree.html +++ b/docs/reference/mstree.html @@ -21,7 +21,7 @@ spdep - 1.3-4 + 1.3-5
@@ -124,9 +124,10 @@

Author

Examples

### loading data
-bh <- st_read(system.file("etc/shapes/bhicv.shp",
+bh <- st_read(system.file("etc/shapes/bhicv.gpkg",
       package="spdep")[1], quiet=TRUE)
 st_crs(bh) <- "OGC:CRS84"
+#> Warning: st_crs<- : replacing crs does not reproject data; use st_transform for that
 ### data padronized
 dpad <- data.frame(scale(as.data.frame(bh)[,5:8]))
 
diff --git a/docs/reference/nb2INLA.html b/docs/reference/nb2INLA.html
index f2b9aecd..a9bc4c28 100644
--- a/docs/reference/nb2INLA.html
+++ b/docs/reference/nb2INLA.html
@@ -17,7 +17,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
diff --git a/docs/reference/nb2WB.html b/docs/reference/nb2WB.html index a52918e8..0e6fe97a 100644 --- a/docs/reference/nb2WB.html +++ b/docs/reference/nb2WB.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/nb2blocknb.html b/docs/reference/nb2blocknb.html index d1a6125f..a59809c4 100644 --- a/docs/reference/nb2blocknb.html +++ b/docs/reference/nb2blocknb.html @@ -20,7 +20,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/nb2lines.html b/docs/reference/nb2lines.html index 10377d2f..4a024a44 100644 --- a/docs/reference/nb2lines.html +++ b/docs/reference/nb2lines.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
@@ -137,7 +137,7 @@

See also

Examples

-
columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+    
columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 col.gal.nb <- read.gal(system.file("weights/columbus.gal", package="spData")[1])
 res <- listw2lines(nb2listw(col.gal.nb), st_geometry(columbus))
 summary(res)
@@ -157,13 +157,12 @@ 

Examples

#> Max. :0.5000 tf <- paste0(tempfile(), ".gpkg") st_write(res, dsn=tf, driver="GPKG") -#> writing: substituting ENGCRS["Undefined Cartesian SRS with unknown unit"] for missing CRS -#> Writing layer `fileb5454757b8497' to data source -#> `/tmp/Rtmpo2JxkN/fileb5454757b8497.gpkg' using driver `GPKG' +#> Writing layer `fileeaf0c54d25a74' to data source +#> `/tmp/RtmprsAvOs/fileeaf0c54d25a74.gpkg' using driver `GPKG' #> Writing 230 features with 5 fields and geometry type Line String. inMap <- st_read(tf) -#> Reading layer `fileb5454757b8497' from data source -#> `/tmp/Rtmpo2JxkN/fileb5454757b8497.gpkg' using driver `GPKG' +#> Reading layer `fileeaf0c54d25a74' from data source +#> `/tmp/RtmprsAvOs/fileeaf0c54d25a74.gpkg' using driver `GPKG' #> Simple feature collection with 230 features and 5 fields #> Geometry type: LINESTRING #> Dimension: XY @@ -202,7 +201,7 @@

Examples

#> min max #> x 6.221943 10.95359 #> y 11.010031 14.36908 -#> Is projected: NA +#> Is projected: TRUE #> proj4string : [NA] #> Data attributes: #> i j i_ID j_ID diff --git a/docs/reference/nb2listw.html b/docs/reference/nb2listw.html index 1302cfd1..69582d1e 100644 --- a/docs/reference/nb2listw.html +++ b/docs/reference/nb2listw.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
@@ -141,7 +141,7 @@

See also

Examples

-
columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+    
columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 col.gal.nb <- read.gal(system.file("weights/columbus.gal", package="spData")[1])
 coords <- st_coordinates(st_centroid(columbus))
 #> Warning: st_centroid assumes attributes are constant over geometries
diff --git a/docs/reference/nb2listwdist.html b/docs/reference/nb2listwdist.html
index 82e7dfe5..24095d29 100644
--- a/docs/reference/nb2listwdist.html
+++ b/docs/reference/nb2listwdist.html
@@ -17,7 +17,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
diff --git a/docs/reference/nb2mat.html b/docs/reference/nb2mat.html index fb844ebf..a391266c 100644 --- a/docs/reference/nb2mat.html +++ b/docs/reference/nb2mat.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
@@ -120,7 +120,7 @@

See also

Examples

-
columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+    
columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 col005 <- dnearneigh(st_coordinates(st_centroid(st_geometry(columbus),
  of_largest_polygon=TRUE)), 0, 0.5, as.character(columbus$NEIGNO))
 summary(col005)
diff --git a/docs/reference/nbcosts.html b/docs/reference/nbcosts.html
index 31c2e126..344dcf30 100644
--- a/docs/reference/nbcosts.html
+++ b/docs/reference/nbcosts.html
@@ -19,7 +19,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
diff --git a/docs/reference/nbdists.html b/docs/reference/nbdists.html index 74a10810..c84b669c 100644 --- a/docs/reference/nbdists.html +++ b/docs/reference/nbdists.html @@ -20,7 +20,7 @@ spdep - 1.3-4 + 1.3-5
@@ -112,7 +112,7 @@

See also

Examples

-
columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+    
columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 col.gal.nb <- read.gal(system.file("weights/columbus.gal", package="spData")[1])
 coords <- st_coordinates(st_centroid(columbus))
 #> Warning: st_centroid assumes attributes are constant over geometries
diff --git a/docs/reference/nblag.html b/docs/reference/nblag.html
index 405cf38b..85843ee7 100644
--- a/docs/reference/nblag.html
+++ b/docs/reference/nblag.html
@@ -17,7 +17,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
@@ -107,7 +107,7 @@

See also

Examples

-
columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+    
columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 col.gal.nb <- read.gal(system.file("weights/columbus.gal", package="spData")[1])
 coords <- st_coordinates(st_centroid(columbus))
 #> Warning: st_centroid assumes attributes are constant over geometries
diff --git a/docs/reference/nboperations.html b/docs/reference/nboperations.html
index ea2355c5..32f9ec8c 100644
--- a/docs/reference/nboperations.html
+++ b/docs/reference/nboperations.html
@@ -17,7 +17,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
@@ -118,7 +118,7 @@

See also

Examples

-
columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+    
columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 col.gal.nb <- read.gal(system.file("weights/columbus.gal", package="spData")[1])
 coords <- st_coordinates(st_centroid(columbus))
 #> Warning: st_centroid assumes attributes are constant over geometries
diff --git a/docs/reference/p.adjustSP.html b/docs/reference/p.adjustSP.html
index 022e1f11..76bd3727 100644
--- a/docs/reference/p.adjustSP.html
+++ b/docs/reference/p.adjustSP.html
@@ -17,7 +17,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
diff --git a/docs/reference/plot.mst.html b/docs/reference/plot.mst.html index 70cda21c..cd84ab15 100644 --- a/docs/reference/plot.mst.html +++ b/docs/reference/plot.mst.html @@ -18,7 +18,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/plot.nb.html b/docs/reference/plot.nb.html index dac1d594..da5f58ed 100644 --- a/docs/reference/plot.nb.html +++ b/docs/reference/plot.nb.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
@@ -122,7 +122,7 @@

See also

Examples

-
columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+    
columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 col.gal.nb <- read.gal(system.file("weights/columbus.gal", package="spData")[1])
 plot(col.gal.nb, st_geometry(columbus))
 title(main="GAL order 1 links with first nearest neighbours in red", cex.main=0.6)
diff --git a/docs/reference/plot.skater.html b/docs/reference/plot.skater.html
index 411d64f5..94008f96 100644
--- a/docs/reference/plot.skater.html
+++ b/docs/reference/plot.skater.html
@@ -18,7 +18,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
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@@ -120,7 +120,7 @@

See also

Examples

-
columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+    
columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 col.gal.nb <- read.gal(system.file("weights/columbus.gal", package="spData")[1])
 coords <- st_coordinates(st_centroid(st_geometry(columbus)))
 xx <- poly2nb(as(columbus, "Spatial"))
@@ -171,13 +171,13 @@ 

Examples

plot(st_geometry(columbus), col=fg) title(main="Region with largest number of contiguities", cex.main=0.6) -nc.sids <- st_read(system.file("shapes/sids.shp", package="spData")[1], quiet=TRUE) +nc.sids <- st_read(system.file("shapes/sids.gpkg", package="spData")[1], quiet=TRUE) system.time(xxnb <- poly2nb(nc.sids)) #> user system elapsed -#> 0.021 0.000 0.021 +#> 0.034 0.000 0.034 system.time(xxnb <- poly2nb(as(nc.sids, "Spatial"))) #> user system elapsed -#> 0.038 0.000 0.038 +#> 0.063 0.000 0.064 plot(st_geometry(nc.sids)) plot(xxnb, st_coordinates(st_centroid(nc.sids)), add=TRUE, col="blue") #> Warning: st_centroid assumes attributes are constant over geometries diff --git a/docs/reference/probmap.html b/docs/reference/probmap.html index 5268f74b..99bb15ed 100644 --- a/docs/reference/probmap.html +++ b/docs/reference/probmap.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
@@ -124,7 +124,7 @@

See also

Examples

-
auckland <- st_read(system.file("shapes/auckland.shp", package="spData")[1], quiet=TRUE)
+    
auckland <- st_read(system.file("shapes/auckland.gpkg", package="spData")[1], quiet=TRUE)
 res <- probmap(auckland$M77_85, 9*auckland$Und5_81)
 rt <- sum(auckland$M77_85)/sum(9*auckland$Und5_81)
 ppois_pmap <- numeric(length(auckland$Und5_81))
diff --git a/docs/reference/prunecost.html b/docs/reference/prunecost.html
index fdb62893..297d05d0 100644
--- a/docs/reference/prunecost.html
+++ b/docs/reference/prunecost.html
@@ -22,7 +22,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
diff --git a/docs/reference/prunemst.html b/docs/reference/prunemst.html index 1ec985b5..ab6665e0 100644 --- a/docs/reference/prunemst.html +++ b/docs/reference/prunemst.html @@ -18,7 +18,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/read.gal.html b/docs/reference/read.gal.html index 1754ceca..3eb780e5 100644 --- a/docs/reference/read.gal.html +++ b/docs/reference/read.gal.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/read.gwt2nb.html b/docs/reference/read.gwt2nb.html index 647dccd2..f27cec92 100644 --- a/docs/reference/read.gwt2nb.html +++ b/docs/reference/read.gwt2nb.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/rotation.html b/docs/reference/rotation.html index 99a03494..f282a87f 100644 --- a/docs/reference/rotation.html +++ b/docs/reference/rotation.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/set.mcOption.html b/docs/reference/set.mcOption.html index e1692b86..17f20db5 100644 --- a/docs/reference/set.mcOption.html +++ b/docs/reference/set.mcOption.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/set.spChkOption.html b/docs/reference/set.spChkOption.html index 28b1eeac..78108fe1 100644 --- a/docs/reference/set.spChkOption.html +++ b/docs/reference/set.spChkOption.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/skater.html b/docs/reference/skater.html index fcf2e525..95404976 100644 --- a/docs/reference/skater.html +++ b/docs/reference/skater.html @@ -20,7 +20,7 @@ spdep - 1.3-4 + 1.3-5
@@ -178,9 +178,10 @@

See also

Examples

### loading data
-bh <- st_read(system.file("etc/shapes/bhicv.shp",
+bh <- st_read(system.file("etc/shapes/bhicv.gpkg",
       package="spdep")[1], quiet=TRUE)
 st_crs(bh) <- "OGC:CRS84"
+#> Warning: st_crs<- : replacing crs does not reproject data; use st_transform for that
 ### data standardized 
 dpad <- data.frame(scale(as.data.frame(bh)[,5:8]))
 
@@ -299,7 +300,7 @@ 

Examples

### calculating costs system.time(lcosts <- nbcosts(bh.nb, dpad)) #> user system elapsed -#> 0.047 0.000 0.049 +#> 0.044 0.000 0.045 ### making listw nb.w <- nb2listw(bh.nb, lcosts, style="B") ### find a minimum spanning tree @@ -322,7 +323,7 @@

Examples

### calculating costs system.time(plcosts <- nbcosts(bh.nb, dpad)) #> user system elapsed -#> 0.053 0.000 0.054 +#> 0.039 0.001 0.041 all.equal(lcosts, plcosts, check.attributes=FALSE) #> [1] TRUE ### making listw diff --git a/docs/reference/sp.correlogram.html b/docs/reference/sp.correlogram.html index 786a7055..47a0ba94 100644 --- a/docs/reference/sp.correlogram.html +++ b/docs/reference/sp.correlogram.html @@ -18,7 +18,7 @@ spdep - 1.3-4 + 1.3-5
@@ -168,7 +168,7 @@

See also

Examples

-
nc.sids <- st_read(system.file("shapes/sids.shp", package="spData")[1], quiet=TRUE)
+    
nc.sids <- st_read(system.file("shapes/sids.gpkg", package="spData")[1], quiet=TRUE)
 rn <- as.character(nc.sids$FIPS)
 ncCC89_nb <- read.gal(system.file("weights/ncCC89.gal", package="spData")[1],
  region.id=rn)
diff --git a/docs/reference/sp.mantel.mc.html b/docs/reference/sp.mantel.mc.html
index a44ef13f..33d2d5ed 100644
--- a/docs/reference/sp.mantel.mc.html
+++ b/docs/reference/sp.mantel.mc.html
@@ -23,7 +23,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
diff --git a/docs/reference/spdep-defunct.html b/docs/reference/spdep-defunct.html index 1230913f..93dc9a74 100644 --- a/docs/reference/spdep-defunct.html +++ b/docs/reference/spdep-defunct.html @@ -18,7 +18,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/spdep.html b/docs/reference/spdep.html index 21869c8f..4f2abdbd 100644 --- a/docs/reference/spdep.html +++ b/docs/reference/spdep.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/spweights.constants.html b/docs/reference/spweights.constants.html index 64703cc3..158ef217 100644 --- a/docs/reference/spweights.constants.html +++ b/docs/reference/spweights.constants.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/ssw.html b/docs/reference/ssw.html index 5441d9aa..74ce3e47 100644 --- a/docs/reference/ssw.html +++ b/docs/reference/ssw.html @@ -18,7 +18,7 @@ spdep - 1.3-4 + 1.3-5
diff --git a/docs/reference/subset.listw.html b/docs/reference/subset.listw.html index 690cfb3c..e949084f 100644 --- a/docs/reference/subset.listw.html +++ b/docs/reference/subset.listw.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
@@ -136,7 +136,7 @@

Examples

#> Weights constants summary: #> n nn S0 S1 S2 #> W 43 1849 43 19.26584 178.4604 -columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE) +columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE) nb <- poly2nb(columbus) lw <- nb2listw(nb, style="W") attr(lw, "zero.policy") diff --git a/docs/reference/subset.nb.html b/docs/reference/subset.nb.html index 721b4a55..0bb38f41 100644 --- a/docs/reference/subset.nb.html +++ b/docs/reference/subset.nb.html @@ -17,7 +17,7 @@ spdep - 1.3-4 + 1.3-5
@@ -107,7 +107,7 @@

See also

Examples

-
columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+    
columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 col.gal.nb <- read.gal(system.file("weights/columbus.gal", package="spData")[1])
 coords <- st_coordinates(st_centroid(columbus))
 #> Warning: st_centroid assumes attributes are constant over geometries
diff --git a/docs/reference/summary.nb.html b/docs/reference/summary.nb.html
index bbc47325..d0c77384 100644
--- a/docs/reference/summary.nb.html
+++ b/docs/reference/summary.nb.html
@@ -19,7 +19,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
@@ -125,7 +125,7 @@

See also

Examples

-
columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+    
columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 col.gal.nb <- read.gal(system.file("weights/columbus.gal", package="spData")[1])
 coords <- st_centroid(st_geometry(columbus), of_largest_polygon=TRUE)
 col.gal.nb
diff --git a/docs/reference/testnb.html b/docs/reference/testnb.html
index 6f4a8529..c1587118 100644
--- a/docs/reference/testnb.html
+++ b/docs/reference/testnb.html
@@ -21,7 +21,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
@@ -123,7 +123,7 @@

See also

Examples

-
columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+    
columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 col.gal.nb <- read.gal(system.file("weights/columbus.gal", package="spData")[1])
 coords <- st_coordinates(st_centroid(columbus))
 #> Warning: st_centroid assumes attributes are constant over geometries
diff --git a/docs/reference/tolerance.nb.html b/docs/reference/tolerance.nb.html
index fbeab9d7..a3083641 100644
--- a/docs/reference/tolerance.nb.html
+++ b/docs/reference/tolerance.nb.html
@@ -17,7 +17,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
diff --git a/docs/reference/tri2nb.html b/docs/reference/tri2nb.html index 90183f55..aa94f265 100644 --- a/docs/reference/tri2nb.html +++ b/docs/reference/tri2nb.html @@ -20,7 +20,7 @@ spdep - 1.3-4 + 1.3-5
@@ -121,7 +121,7 @@

See also

Examples

-
columbus <- st_read(system.file("shapes/columbus.shp", package="spData")[1], quiet=TRUE)
+    
columbus <- st_read(system.file("shapes/columbus.gpkg", package="spData")[1], quiet=TRUE)
 coords <- st_centroid(st_geometry(columbus), of_largest_polygon=TRUE)
 ind <- row.names(columbus)
 suppressPackageStartupMessages(require(deldir))
diff --git a/docs/reference/write.nb.gal.html b/docs/reference/write.nb.gal.html
index 0dbf5c0c..58f733e9 100644
--- a/docs/reference/write.nb.gal.html
+++ b/docs/reference/write.nb.gal.html
@@ -17,7 +17,7 @@
       
       
         spdep
-        1.3-4
+        1.3-5
       
     
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