Applied probability : from random sequences to stochastic processes
Girardin, Valérie
Applied probability : from random sequences to stochastic processes - Cham, Switzerland : Springer, 2018. - xiii, 260 pages : 29 b/w illustrations, 1 illustrations in colour
Includes bibliographical references and index.
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.
9783030073527
Engineering mathematics
Epidemiology
Mathematical statistics
Probabilities
Statistics
Probability theory and stochastic processes
Random sequences
Stochastic topology
Semi-Markov processes
519.2 / GIR-A
Applied probability : from random sequences to stochastic processes - Cham, Switzerland : Springer, 2018. - xiii, 260 pages : 29 b/w illustrations, 1 illustrations in colour
Includes bibliographical references and index.
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.
9783030073527
Engineering mathematics
Epidemiology
Mathematical statistics
Probabilities
Statistics
Probability theory and stochastic processes
Random sequences
Stochastic topology
Semi-Markov processes
519.2 / GIR-A
