Applied probability : from random experiments to random sequences and statistics
Girardin, Valerie
Applied probability : from random experiments to random sequences and statistics by Valerie Girardin and Nikolaos Limnios - Switzerland : Springer, ©2023 - xv, 253 p. : ill. ; 24 cm.
Includes bibliographical references and index.
1. Events and Probability Spaces 2. Random Variables 3. Random Vectors 4. Random Sequences 5. Introduction to Statistics
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.
9783030979652
Probability Theory
Statistical Inference
Random Variables
Random Sequences
Random Vectors
Stochastic Topology
Reliability
519.2 / GIR-A
Applied probability : from random experiments to random sequences and statistics by Valerie Girardin and Nikolaos Limnios - Switzerland : Springer, ©2023 - xv, 253 p. : ill. ; 24 cm.
Includes bibliographical references and index.
1. Events and Probability Spaces 2. Random Variables 3. Random Vectors 4. Random Sequences 5. Introduction to Statistics
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.
9783030979652
Probability Theory
Statistical Inference
Random Variables
Random Sequences
Random Vectors
Stochastic Topology
Reliability
519.2 / GIR-A