tonyear.joos_2013_monte_carlo#
- tonyear.joos_2013_monte_carlo(runs: int = 100, t_horizon: int = 1001, **kwargs) Tuple[DataFrame, ndarray][source]#
Runs a monte carlo simulation for the Joos_2013 baseline IRF curve.
This function uses uncertainty parameters for the Joos_2013 curve calculated by Olivie and Peters (2013): https://esd.copernicus.org/articles/4/267/2013/
- Parameters:
- runsint
Number of runs for Monte Carlo simulation. Must be >1.
- t_horizonint
Length of the time horizon over which baseline curve is calculated (years)
- Returns:
- summarypd.DataFrame
Dataframe with ‘mean’, ‘+sigma’, and ‘-sigma’ columns summarizing results of Monte Carlo simulation.
- resultsnp.ndarray
Results from all Monte Carlo runs.