Liliana Blanco-Castaneda,
Liliana Blanco-Castañeda,
Viswanathan Arunachalam
Applied Stochastic Modeling
Paperback Engels 2024 9783031312847Levertijd ongeveer 9 werkdagen
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Samenvatting
This book provides the essential theoretical tools for stochastic modeling. The authors address the most used models in applications such as Markov chains with discrete-time parameters, hidden Markov chains, Poisson processes, and birth and death processes. This book also presents specific examples with simulation methods that apply the topics to different areas of knowledge. These examples include practical applications, such as modeling the COVID-19 pandemic and animal movement modeling. This book is concise and rigorous, presenting the material in an easily accessible manner that allows readers to learn how to address and solve problems of a stochastic nature.
Specificaties
ISBN13:9783031312847
Taal:Engels
Bindwijze:paperback
Uitgever:Springer Nature Switzerland
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Inhoudsopgave
Discrete-Time Markov Chain.- Branching Processes and Hidden Markov Model.- Poisson Processes and its Extensions.- Continuous-Time Markov Modeling.- Applications and Biology and Ecology.
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