fit_config()

Fit distributions for each metric and category from raw time data.

Usage

Source

fit_config(
    time_data,
    time_data_unit,
    metric_config,
)

If specified in metric_config, times may be additional split depending on whether patients were conveyed (see & convey) or not (see & treat).

Parameters

time_data: pd.DataFrame

Raw time data.

time_data_unit: str

Whether the provided raw data is in seconds (“s”) or minutes (“m”).

metric_config: dict

Dictionary where keys are the times, then sub dict, has dist sim-tools name and column mapping to column in raw time data for that time.

Returns

config: dict

Dictionary in format suitable for sim-tools distribution registry with generated parameters for dists by category etc.