csep.utils.stats.cumulative_square_diff
- csep.utils.stats.cumulative_square_diff(cdf1, cdf2)[source]
given two cumulative distribution functions, compute the cumulative sq. diff of the set of distances.
Note
this function does not check that the ecdfs are ordered or balanced. beware!
- Parameters
cdf1 – ndarray
cdf2 – ndarray
- Returns
scalar distance metric for the histograms
- Return type
cum_dist