On The Asymptotics Of The Distribution Of The Exit Time Beyond A Non-Increasing Boundary For A Compound Renewal Process

We consider a compound renewal process, which is also known as a cumulative renewal process, or a continuous time random walk. We suppose that the jump size has zero mean and finite variance, whereas the renewal-time has a moment of order greater than 3/2. We investigate the asymptotic behaviour of the probability that this process is staying above a moving non-increasing boundary up to time T which tends to infinity. Our main result is a generalization of a similar one for ordinary random walks obtained earlier by Denisov D., Sakhanenko A. and Wachtel V. in Ann. Probab., 2018.