Ripley's K Function is a statistical method used to analyze the spatial distribution of points in a given area, helping to identify patterns of clustering or dispersion. It computes the expected number of points within a specified distance from an arbitrary point, allowing researchers to determine whether points are distributed randomly, clustered, or regularly spaced. This function is especially useful for studying spatial patterns in ecology, epidemiology, and urban studies.
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