Markov Processes

10 credits

Course, Master's level, 1MS012

Spring 2024 Spring 2024, Uppsala, 67%, On-campus, English

Spring 2024 Spring 2024, Uppsala, 67%, On-campus, English For exchange students

Spring 2025 Spring 2025, Uppsala, 67%, On-campus, English

Spring 2025 Spring 2025, Uppsala, 67%, On-campus, English For exchange students

About the course

The Markov property. Chapman-Kolmogorov's relation, classification of Markov processes, transition probability. Transition intensity, forward and backward equations. Stationary and asymptotic distribution. Convergence of Markov chains. Birth-death processes. Absorption probabilities, absorption time. Brownian motion and diffusion. Geometric Brownian motion. Generalised Markov models. Applications of Markov chains.

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