pyhctsa.operations.distribution.histogram_asymmetry

pyhctsa.operations.distribution.histogram_asymmetry(y, num_bins=10, do_simple=True)

Calculate measures of histogram asymmetry for a time series.

Computes various measures of asymmetry by analyzing the positive and negative values in the histogram distribution separately.

Parameters:
y : array-like

Input time series

num_bins : int, optional

Number of bins to use in histogram calculation. Default is 10

do_simple : bool, optional

If True, uses linearly spaced bins. If False, uses optimized bin edges.

Returns:

Dictionary containing asymmetry measures.

Return type:

dict