OneStep: One-Step Estimation
Résumé
OneStep package provides principally an eponymic function that numerically computes the Le Cam's one-step estimator for an independent and identically distributed sample. One-step estimation is asymptotically efficient (see L. Le Cam (1956)) and can be computed faster than the maximum likelihood estimator for large observation samples.
