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Applied probability: from random sequences to stochastic processes

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...

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Detalles Bibliográficos
Autores principales: Girardin, Valérie, Limnios, Nikolaos
Lenguaje:eng
Publicado: Springer 2018
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-97412-5
http://cds.cern.ch/record/2638893
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author Girardin, Valérie
Limnios, Nikolaos
author_facet Girardin, Valérie
Limnios, Nikolaos
author_sort Girardin, Valérie
collection CERN
description 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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spelling cern-26388932021-04-21T18:43:08Zdoi:10.1007/978-3-319-97412-5http://cds.cern.ch/record/2638893engGirardin, ValérieLimnios, NikolaosApplied probability: from random sequences to stochastic processesMathematical Physics and MathematicsThis 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.Springeroai:cds.cern.ch:26388932018
spellingShingle Mathematical Physics and Mathematics
Girardin, Valérie
Limnios, Nikolaos
Applied probability: from random sequences to stochastic processes
title Applied probability: from random sequences to stochastic processes
title_full Applied probability: from random sequences to stochastic processes
title_fullStr Applied probability: from random sequences to stochastic processes
title_full_unstemmed Applied probability: from random sequences to stochastic processes
title_short Applied probability: from random sequences to stochastic processes
title_sort applied probability: from random sequences to stochastic processes
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-3-319-97412-5
http://cds.cern.ch/record/2638893
work_keys_str_mv AT girardinvalerie appliedprobabilityfromrandomsequencestostochasticprocesses
AT limniosnikolaos appliedprobabilityfromrandomsequencestostochasticprocesses