summarize_many
simulate.summarize_many(results)Aggregate replication metrics into per-method summary rows.
Parameters
| Name | Type | Description | Default |
|---|---|---|---|
| results | iterable of SimRunResult | The output of :func:~scspill.simulate.runner.run_many_sim. |
required |
Returns
| Name | Type | Description |
|---|---|---|
| pd.DataFrame | One row per method (ordered SCM < BSCM < SCSPILL) with the NaN-aware mean of each metric, its across-replication standard deviation (*_sd columns), and the derived rmse_ate / rmse_point (square roots of the mean squared errors). |