One-step estimator (source code)

= One-step estimator

A one-step estimator starts from a plug-in estimate and adds the empirical mean of an estimated influence function. Under suitable nuisance-estimation and remainder conditions, this correction removes the plug-in estimator's first-order bias and produces an asymptotically linear estimator.