Stochastic processes underlie all of biology, from the large-scale processes of evolution to the fine-scale processes of biochemical interactions. Consequently, the analysis of biological data frequently necessitates the use of Markov models. While these models sometimes yield analytic solutions, simulations can provide intuition when analytic results are intractable. This vignette presents a f...