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|a Girardin, Valérie.
|e author.
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|4 http://id.loc.gov/vocabulary/relators/aut
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|a Applied Probability
|h [electronic resource] :
|b From Random Sequences to Stochastic Processes /
|c by Valérie Girardin, Nikolaos Limnios.
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| 250 |
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|a 1st ed. 2018.
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| 264 |
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|a Cham :
|b Springer International Publishing :
|b Imprint: Springer,
|c 2018.
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|a Preface -- Independent Random Sequences -- Conditions and Martingales -- Markov Chains -- Continuous Time Stochastic Processes -- Markov and Semi-Markov Processes -- Further Reading.-.
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| 520 |
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|a This textbook addresses postgraduate students in applied mathematics, probability, and statistics, as well as computer scientists, biologists, physicists and economists, who are seeking a rigorous introduction to applied stochastic processes. Pursuing a pedagogic approach, the content follows a path of increasing complexity, from the simplest random sequences to the advanced stochastic processes. Illustrations are provided from many applied fields, together with connections to ergodic theory, information theory, reliability and insurance. The main content is also complemented by a wealth of examples and exercises with solutions.
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|a Loaded electronically.
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|a Electronic access restricted to members of the Holy Cross Community.
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|a Probabilities.
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| 650 |
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|a Statistics .
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| 650 |
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|a Mathematical statistics.
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| 650 |
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|a Engineering mathematics.
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|a Epidemiology.
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