Finite Markov Processes and Their Applications is popular PDF and ePub book, written by Marius Iosifescu in 2014-07-01, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Finite Markov Processes and Their Applications can be Read Online from any device for your convenience.
Finite Markov Processes and Their Applications Book PDF Summary
A self-contained treatment of finite Markov chains and processes, this text covers both theory and applications. Author Marius Iosifescu, vice president of the Romanian Academy and director of its Center for Mathematical Statistics, begins with a review of relevant aspects of probability theory and linear algebra. Experienced readers may start with the second chapter, a treatment of fundamental concepts of homogeneous finite Markov chain theory that offers examples of applicable models. The text advances to studies of two basic types of homogeneous finite Markov chains: absorbing and ergodic chains. A complete study of the general properties of homogeneous chains follows. Succeeding chapters examine the fundamental role of homogeneous infinite Markov chains in mathematical modeling employed in the fields of psychology and genetics; the basics of nonhomogeneous finite Markov chain theory; and a study of Markovian dependence in continuous time, which constitutes an elementary introduction to the study of continuous parameter stochastic processes.
Detail Book of Finite Markov Processes and Their Applications PDF
- Author : Marius Iosifescu
- Release : 01 July 2014
- Publisher : Courier Corporation
- ISBN : 9780486150581
- Genre : Mathematics
- Total Page : 305 pages
- Language : English
- PDF File Size : 16,5 Mb
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