Local Limit Theorems and Strong Approximations for Robbins-Monro Procedures

Valentin Konakov, Enno Mammen, Lorick Huang

The Robbins-Monro algorithm is a recursive, simulation-based stochastic procedure to approximate the zeros of a function that can be written as an expectation. It is known that und…