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Class of Weighted, Marked, Planar Point Patterns

wmppp.object.Rd

A class "wmppp" to represent a two-dimensional point pattern of class ppp whose marks are a dataframe with two columns:

  • PointType: labels, as factors

  • PointWeight: weights.

Details

This class represents a two-dimensional point pattern dataset. wmppp objects are also of class ppp.

Objects of class wmppp may be created by the function wmppp and converted from other types of data by the function as.wmppp.

See also

ppp.object, wmppp, as.wmppp autoplot.wmppp

Examples

# Draw the coordinates of 10 points
X <- runif(10)
Y <- runif(10)
# Draw the point types and weights
PointType   <- sample(c("A", "B"), 10, replace=TRUE)
PointWeight <- runif(10)
# Build the point pattern
X <- wmppp(data.frame(X, Y, PointType, PointWeight), owin())

# Plot the point pattern. which.marks=1 for point weights, 2 for point types
par(mfrow=c(1,2))
plot(X, which.marks=1, main="Point weights")
plot(X, which.marks=2, main="Point types")


# Or use autoplot for a ggplot
autoplot(X)