\name{is.marked.ppm} \alias{is.marked.ppm} \title{Test Whether A Point Process Model is Marked} \description{ Tests whether a fitted point process model involves ``marks'' attached to the points. } \usage{ \method{is.marked}{ppm}(X, \dots) } \arguments{ \item{X}{ Fitted point process model (object of class \code{"ppm"}) usually obtained from \code{\link{ppm}}. } \item{\dots}{ Ignored. } } \value{ Logical value, equal to \code{TRUE} if \code{X} is a model that was fitted to a marked point pattern dataset. } \details{ ``Marks'' are observations attached to each point of a point pattern. For example the \code{\link{longleaf}} dataset contains the locations of trees, each tree being marked by its diameter; the \code{\link{amacrine}} dataset gives the locations of cells of two types (on/off) and the type of cell may be regarded as a mark attached to the location of the cell. The argument \code{X} is a fitted point process model (an object of class \code{"ppm"}) typically obtained by fitting a model to point pattern data using \code{\link{ppm}}. This function returns \code{TRUE} if the \emph{original data} (to which the model \code{X} was fitted) were a marked point pattern. Note that this is not the same as testing whether the model involves terms that depend on the marks (i.e. whether the fitted model ignores the marks in the data). Currently we have not implemented a test for this. If this function returns \code{TRUE}, the implications are (for example) that any simulation of this model will require simulation of random marks as well as random point locations. } \seealso{ \code{\link{is.marked}}, \code{\link{is.marked.ppp}} } \examples{ data(lansing) # Multitype point pattern --- trees marked by species \testonly{ # Smaller dataset data(betacells) lansing <- betacells[seq(2, 135, by=3), ] } fit1 <- ppm(lansing, ~ marks, Poisson()) is.marked(fit1) # TRUE fit2 <- ppm(lansing, ~ 1, Poisson()) is.marked(fit2) # TRUE data(cells) # Unmarked point pattern fit3 <- ppm(cells, ~ 1, Poisson()) is.marked(fit3) # FALSE } \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{manip} \keyword{models}