Lecture 18: the Monte Carlo method for numerical integration; Monte Carlo for expectation values; importance sampling. Markov chains: definition, the roots of the Markov property; asymptotics of Markov chains via linear algebra; Markov chains and graphs; the law of large numbers (ergodic theorem) for Markov chains.
Posted at November 11, 2011 10:30 | permanent link