The user can control the type of resolution for the result. The default case contains the average for “raw” time resolution. “Hourly”, “daily”, “weekly”, “monthly” and “yearly” resolution can be added and will be performed for each single PMF run and also for the average over the single runs. Moreover, the user can control which data should be evaluated in SoFi.
If not needed, it is advised to only import the raw resolution as averaging over lots of PMF runs could be very slow. Furthermore, when disabling the checkbox “evaluate quantiles” from the averaging option “data stored of” list, the quantile statistics is not evaluated. The result will contain the average and the standard deviation only and lowers the computational time by a factor 2-3.