We dive into Markov processes, introduce sojourn times and their properties, and get a tiny glimpse of the infinitesimal generator matrix.

This lecture was given in 2021 as part of a Markov Chains and Processes module (MT4528) offered to undergraduate students working toward a variety of degrees related to statistics and mathematics at the University of St Andrews, in Scotland.