Generate a marked process given locations and marks

Creates an object of class "ppp" that represents a marked point pattern in the two-dimensional plane.

Usage

generate_mpp(locations, marks = NULL, xy_bounds = NULL)

Arguments

locations

a data.frame of (x,y) locations with names "x" and "y".

marks

a vector of marks.

xy_bounds

a vector of domain bounds (2 for x, 2 for y).

Value

a ppp object with marks.

Examples

# Load example data
data(small_example_data)

# Generate a marked point process
generate_mpp(
  locations = small_example_data %>% dplyr::select(x, y),
  marks = small_example_data$size,
  xy_bounds = c(0, 25, 0, 25)
)
#> Marked planar point pattern: 121 points
#> marks are numeric, of storage type  ‘double’
#> window: rectangle = [0, 25] x [0, 25] units