Recursive estimation procedures for one-dimensional parameter of statistical models associated with semimartingales

Abstract

The recursive estimation problem of a one-dimensional parameter for statistical models associated with semimartingales is considered. The asymptotic properties of recursive estimators are derived, based on the results on the asymptotic behavior of a Robbins–Monro type SDE. Various special cases are considered.