pyhctsa.operations.distribution.spread

pyhctsa.operations.distribution.spread(y, spread_measure='std')

Measure of spread of the input time series.

Returns the spread of the raw data vector using different statistical measures.

Parameters:
y : array-like

The input time series or data vector.

spread_measure : str, optional

The spread measure to use (default is ‘std’):

  • ’std’: standard deviation

  • ’iqr’: interquartile range

  • ’mad’: mean absolute deviation

  • ’mead’: median absolute deviation

Returns:

The calculated spread measure.

Return type:

float