pairMean: Mean of a Function of Interpoint Distance

In spatstat.explore: Exploratory Data Analysis for the 'spatstat' Family

Mean of a Function of Interpoint Distance

Description

Computes the mean value, or the double integral, of a specified function of the distance between two independent random points in a given window or windows.

Usage

pairMean(fun, W, V = NULL, ..., normalise = TRUE)

Arguments

fun	A function in the R language which takes one argument.
W	A window (object of class "owin") containing the first random point.
V	Optional. Another window containing the second random point. Defaults to W.
...	Further optional arguments passed to distcdf to determine the pixel resolution for the calculation and the probability distributions of the random points.
normalise	Logical value specifying whether to calculate the mean value (normalise=TRUE, the default) or the double integral (normalise=FALSE).

Details

This command computes the mean value of fun(T) where T is the Euclidean distance T = \|X_1 - X_2\| between two independent random points X_1 and X_2.

In the simplest case, the command pairMean(fun, W), the random points are assumed to be uniformly distributed in the same window W. Alternatively the two random points may be uniformly distributed in two different windows W and V. Other options are described in distcdf.

The algorithm uses distcdf to compute the cumulative distribution function of T, and stieltjes to compute the mean value of fun(T).

If normalise=TRUE (the default) the result is the mean value of fun(T). If normalise=FALSE the result is the double integral.

Value

A single numeric value.

Author(s)

\adrian

.

See Also

distcdf

Examples

   pairMean(function(d) { d^2 }, disc())

spatstat.explore documentation built on Oct. 22, 2024, 9:07 a.m.