environmentaltools.temporal.ensemble_cdf

environmentaltools.temporal.ensemble_cdf(data: DataFrame, param: dict, variable: str, nodes: list = [4383, 900])

Computes the ensemble of the cumulative distribution function for several models

Parameters:

• data (*) – raw data

• param (*) – the parameters of the probability model

• variable (*) – name of the variable

• nodes (*) – no of nodes in the time and variable axes. Defaults to [4383, 250].

Returns:

the non-stationary non-excedance probability

Return type:

• cdfs (pd.DataFrame)