locan.analysis.convex_hull_expectation.compute_convex_hull_region_measure_2d#

locan.analysis.convex_hull_expectation.compute_convex_hull_region_measure_2d(n_points, sigma=1)[source]#

Compute the expected convex hull area for n_points data points that are normal distributed in 2-dimensional space with standard deviation sigma.

Parameters:

  • n_points (int) – Number of points of convex hull

  • sigma (float) – Standard deviation of normal-distributed point coordinates

Returns:

Expectation value for convex hull area

Return type:

float