pypomp.panel.panel.PanelPomp.ESS

PanelPomp.ESS(index: int = -1, average: bool = False) DataFrame

Returns a tidy DataFrame with the effective sample size of the method run at the given index.

Parameters:
  • index (int, optional) – The index of the result to retrieve. Defaults to -1.

  • average (bool, optional) – Boolean flag controlling whether to average the effective sample size over replicates using arithmetic mean. Defaults to False.

Returns:

A DataFrame with the effective sample size.

Return type:

pd.DataFrame