def mad_std(data, axis=None):
 return (median_absolute_deviation(data, axis=axis) * 1.482602218505602)

def mad_std ( data , axis = None ) : return ( median_absolute_deviation ( data , axis = axis ) * 1.482602218505602 )
calculate a robust standard deviation using the median absolute deviation <URL the standard deviation estimator is given by: .