Applied probability : from random experiments to random sequences and statistics
Material type: TextPublication details: Switzerland : Springer, ©2023Description: xv, 253 p. : ill. ; 24 cmISBN:- 9783030979652
- 519.2 GIR-A
Item type | Current library | Collection | Call number | Status | Date due | Barcode | Item holds |
---|---|---|---|---|---|---|---|
Books | IIITD General Stacks | Mathematics | 519.2 GIR-A (Browse shelf(Opens below)) | Available | 012919 |
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.
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