\name{multiplicity.ppp} \alias{multiplicity.ppp} \title{Count Multiplicity of Duplicate Points} \description{ Counts the number of duplicates for each point in a spatial point pattern. } \usage{ multiplicity.ppp(x) } \arguments{ \item{x}{ A spatial point pattern (object of class \code{"ppp"}). } } \value{ A vector of integers (multiplicities) of length equal to the number of points in \code{x}. } \details{ Two points in a point pattern are deemed to be identical if their \eqn{x,y} coordinates are the same, and their marks are also the same (if they carry marks). The Examples section illustrates how it is possible for a point pattern to contain a pair of identical points. For each point in \code{x}, this function counts how many points are identical to it, and returns the vector of counts. } \seealso{ \code{\link{ppp.object}}, \code{\link{duplicated.ppp}}, \code{\link{unique.ppp}} } \examples{ X <- ppp(c(1,1,0.5), c(2,2,1), window=square(3)) m <- multiplicity.ppp(X) # unique points in X, marked by multiplicity first <- !duplicated(X) Y <- X[first] \%mark\% m[first] } \author{Adrian Baddeley \email{adrian@maths.uwa.edu.au} \url{http://www.maths.uwa.edu.au/~adrian/} and Rolf Turner \email{r.turner@auckland.ac.nz} } \keyword{spatial} \keyword{utilities}