In the linked page, published in Rpubs, I explore four different methods for encompassing a set of points in the plane, and briefly discuss their properties.
The methods are: 1. Convex hull, 2. Contour of a Kernel-Density estimate, 3. Concave hull and 4. Non-convex hull.
http://rpubs.com/famuvie/point_envelopes
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