Applied Probability From Random Sequences to Stochastic Processes /

• Main Authors: Girardin, Valérie (Author, http://id.loc.gov/vocabulary/relators/aut), Limnios, Nikolaos (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Subjects: Probabilities.; Statistics .; Mathematical statistics.; Engineering mathematics.; Epidemiology.; Probability Theory and Stochastic Processes.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Probability and Statistics in Computer Science.; Statistics for Business, Management, Economics, Finance, Insurance.; Engineering Mathematics.

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...

Table of Contents:

• Preface
• Independent Random Sequences
• Conditions and Martingales
• Markov Chains
• Continuous Time Stochastic Processes
• Markov and Semi-Markov Processes
• Further Reading.-.