The AmortizedPointEstimatior now has a method for uncertainty quantification of point estimators with parametric bootstrap.
bootstrap_sample(forward_dict, n_bootstrap, simulator, configurator, to_numpy=True, **kwargs) returns estimator samples of the bootstrap distribution. Because simulator and configurator in general depend on context variables, the full output forward_dict of the generative model needs to be passed.
han-ol
commented
4 months ago
The
AmortizedPointEstimatiornow has a method for uncertainty quantification of point estimators with parametric bootstrap.bootstrap_sample(forward_dict, n_bootstrap, simulator, configurator, to_numpy=True, **kwargs)returns estimator samples of the bootstrap distribution. Becausesimulatorandconfiguratorin general depend on context variables, the full outputforward_dictof the generative model needs to be passed.