Applied Probability : From Random Sequences to Stochastic Processes / by Valérie Girardin, Nikolaos Limnios

Von:

Girardin, Valérie [VerfasserIn]

Mitwirkende(r):

Limnios, Nikolaos [VerfasserIn]

Resource type: Ressourcentyp: Buch (Online)Buch (Online)Sprache: Englisch Reihen: SpringerLink BücherVerlag: Cham : Springer International Publishing, 2018Beschreibung: Online-Ressource (XIII, 260 p. 30 illus., 1 illus. in color, online resource)ISBN:

9783319974125

Schlagwörter:

Andere physische Formen: 9783319974118 | 9783319974132 | Erscheint auch als: 978-3-319-97411-8 Druck-Ausgabe | Printed edition: 9783319974118 | Printed edition: 9783319974132 DDC-Klassifikation:

519.2

LOC-Klassifikation:

QA273.A1-274.9 QA274-274.9
QA273.A1-274.9
QA274-274.9

DOI: DOI: 10.1007/978-3-319-97412-5Online-Ressourcen:

Zusammenfassung: 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 solutionsZusammenfassung: Preface -- Independent Random Sequences -- Conditions and Martingales -- Markov Chains -- Continuous Time Stochastic Processes -- Markov and Semi-Markov Processes -- Further Reading.-PPN: PPN: 1031845194Package identifier: Produktsigel: ZDB-2-SEB | ZDB-2-SMA | ZDB-2-SXMS

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