Markov Chains: Theory and Applications

Gebonden Engels 2025 9780443295768
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

Markov Chains: Theory and Applications, Volume 52 in the Handbook of Statistics series, highlights new advances in the field, with this new volume presenting interesting chapters on topics such as Markov Chain Estimation, Approximation, and Aggregation for Average Reward Markov Decision Processes and Reinforcement Learning, Ladder processes: symmetric functions and semigroups, Continuous-time Markov Chains and Models: Study via Forward Kolmogorov System, Analysis of Data Following Finite-State Continuous-Time Markov Chains, Computational applications of poverty measurement through Markov model for income classes, and more.

Other sections cover Estimation and calibration of continuous time Markov chains, Additive High-Order Markov Chains, The role of the random-product technique in the theory of Markov chains on a countable state space., On estimation problems based on type I Longla copulas, and Long time behavior of continuous time Markov chains.

Specificaties

ISBN13:9780443295768
Taal:Engels
Bindwijze:Gebonden

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Inhoudsopgave

Preface<br>Arni S.R. Srinivasa Rao<br>1. Markov Chain Estimation, Approximation, and Aggregation for Average Reward Markov Decision Processes and Reinforcement Learning<br>Ronald Ortner<br>2. Ladder processes: symmetric functions and semigroups<br>Philip Feinsilver<br>3. Continuous-time Markov Chains and Models: Study via Forward Kolmogorov System<br>Alexander Zeifman<br>4. Analysis of Data Following Finite-State Continuous-Time Markov Chains<br>Wenyaw Chan<br>5. Computational applications of poverty measurement through Markov model for income classes<br>Guglielmo D&rsquo;Amico<br>6. Estimation and calibration of continuous time Markov chains<br>Manuel L. Esquível<br>7. Additive High-Order Markov Chains<br>Serhii Melnyk, Galyna Prytula and Oleg Victorovich Usatenko<br>8. The role of the random-product technique in the theory of Markov chains on a countable state space.<br>Brian Fralix, Amin Khademi and Farhad Hasankhani<br>9. On estimation problems based on type I Longla copulas<br>Martial Longla<br>10. Long time behaviour of continuous time Markov chains<br>Xueping Huang<br>11. To be Determined<br>Alan Krinik

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        Markov Chains: Theory and Applications