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Markov Chains and Stochastic Stability

Author: S.P. Meyn and R.L. Tweedie
Url: http://probability.ca/MT/
Format: Ps, Pdf
Category: Probability Theory
Pages: 568
Clicks: 3542

Contents:Front Matter (Preface, Contents, etc.); Heuristics; Markov Models; Transition Probabilities; Irreducibility; Pseudo-atoms; Topology and Continuity; The Nonlinear State Space Model; Transience and Recurrence; Harris and Topological Recurrence; The Existence of pi; Drift and Regularity; Invariance and Tightness; Ergodicity; f-Ergodicity and f-Regularity; Geometric Ergodicity; V-Uniform Ergodicity; Sample Paths and Limit Theorems; Positivity; Generalized Classification Criteria.

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