scipy.stats.moment

scipy.stats.moment(a, moment=1, axis=0)

Calculates the nth moment about the mean for a sample.

Generally used to calculate coefficients of skewness and kurtosis.

Parameters:

a : array_like

data

moment : int, optional

order of central moment that is returned

axis : int or None, optional

Axis along which the central moment is computed. Default is 0. If None, compute over the whole array a.

Returns:

n-th central moment : ndarray or float

The appropriate moment along the given axis or over all values if axis is None. The denominator for the moment calculation is the number of observations, no degrees of freedom correction is done.