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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...
Autores principales: | , |
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Lenguaje: | eng |
Publicado: |
Springer
2018
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Materias: | |
Acceso en línea: | https://dx.doi.org/10.1007/978-3-319-97412-5 http://cds.cern.ch/record/2638893 |
_version_ | 1780960008468430848 |
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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. |
id | cern-2638893 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2018 |
publisher | Springer |
record_format | invenio |
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 |