Perturbed Markov Chains
We obtain results on the sensitivity of the invariant measure and other statistical quantities of a Markov chain with respect to perturbations of the transition matrix. We use graph-theoretic techniques, in contrast with the matrix analysis techniques previously used.
|Date of creation:||24 Feb 2002|
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- Dinah Rosenberg & Eilon Solan & Nicolas Vieille, 2003.
"Stochastic Games with Imperfect Monitoring,"
1376, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
- Eilon Solan & Nicolas Vieille, 1998.
"Correlated Equilibrium in Stochastic Games,"
1226, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
- Seneta, E., 1993. "Sensitivity of finite Markov chains under perturbation," Statistics & Probability Letters, Elsevier, vol. 17(2), pages 163-168, May.
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