Lecture, three hours; discussion, one hour. Requisites: course 202B or Mathematics 170B; Mathematics 131A. Recommended requisite: course 255A. Overview of common stochastic process models arising in biostatistical applications. Topics include discrete and continuous time martingales, discrete and continuous time Markov chains, renewal processes and diffusion processes. S/U or letter grading.