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Titlebook: Classical and Spatial Stochastic Processes; With Applications to Rinaldo B. Schinazi Textbook 20142nd edition Springer Science+Business Med

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Yuping Li,Jiyong Jang,Xin Hu,Xinming OuBranching processes and random walks are examples of Markov chains. In this chapter we study general properties of Markov chains.
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Lecture Notes in Computer ScienceIn this chapter we introduce a continuous time stochastic process called the Poisson process. It is a good model in a number of situations and it has many interesting mathematical properties. There is a strong link between the exponential distribution and the Poisson process. This is why we start by reviewing the exponential distribution.
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Marc Dacier,Michael Bailey,Manos AntonakakisIn this chapter we look at a more general class of continuous time Markov processes. The main constraint is that the process changes state by one unit at a time. An important tool to study these processes is again differential equations.
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