SCI JU Junior JUMBONG, Quantitative Analyst, Statistician Stochastic calculus and Discrete-Markov chains Examples : Bonus-Malus System in Automobile… A stochastic process is a collection of random variables indexed by time. It is commonly denoted as { X(t), t belong to I}, where: