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Markov Chains: Analytic And Monte Carlo Computations
Carl Graham (Autor)
·
Wiley
· Cloth
Markov Chains: Analytic And Monte Carlo Computations - Carl Graham
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Reseña del libro "Markov Chains: Analytic And Monte Carlo Computations"
This Book Introduces The Main Notions Related To Markov Chains And Provides Explanations On How To Characterize, Simulate, And Recognize Them. Applications Are Explained, And Efficiency Problems For Implementing And Validating Actual Simulations Are Discussed. In Parallel With The Theoretical Developments, Several Classical Case Studies Of An Applied Nature Are Progressively Studied. Exercises And Problems With Solutions That Give Perspectives On Some Current Issues Are Also Featured. This Book Also Features An Appendix Providing Probabilistic Notions That Are Necessary To The Reader, As Well As Presenting More Advanced Measure - Theoretic Notions. This Book Provides A Detailed And Rigorous Presentation Of Markov Chains With Discrete Time And State Space. Emphasis Is Given To Both The Qualitative Aspects And The Quantitative Aspects Of The Theory, Allowing Graduate Students In Mathematics, As Well As An Engineer Or Researchers In An Applied Field, To Master The Main Aspects Of The Classical Theory
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