cleverly.validation.EmpiricalRefitRecord#
- class cleverly.validation.EmpiricalRefitRecord(replicate: int, seed: int, estimand: str, estimate: float, std_error: float, family: str)[source]#
One successful empirical refit.
- Parameters:
- replicate
int Zero-based draw index.
- seed
int Child seed for this draw. It seeds the estimator refit, and the perturbation the operation applies before it: outcome generation, or bootstrap measurement error.
- estimand
str Structured result alias selected for the refit.
- estimate
float Refitted point estimate.
- std_error
float Refitted standard error, read through
plugin_std_error. On a fit that supplies no inference it is that diagnostic, and not a standard error.- family
str Outcome family supplied by the refitted result.
- replicate