An abstract effective convergence theorem for stochastic processes, with applications to stochastic approximation

Morenikeji Neri, Nicholas Pischke, Thomas Powell

We provide a general theorem on the asymptotic behavior of stochastic processes that conform to a relaxed supermartingale condition. The distinguishing feature of our result is tha…