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Basics of Probability and Stochastic Processes (Hardcover)

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Description


Combinatorial Analysis.- Basic Concepts in Probability.- Conditional Probability, Bayes's Formula, Independent Events.- Introduction to Random Variables.- Discrete Random Variables.- Continuous Random Variables.- Other Selected Topics in Basic Probability.- A Brief Introduction to Stochastic Processes.- A Brief Introduction to Point Process, Counting Process, Renewal Process, Regenerative Process, Poisson Process.- Poisson Process.- Renewal Process.- An Introduction to Markov Chains.- Special Discrete-Time Markov Chains.- Continuous-Time Markov Chains.- An Introduction to Queueing Models.- Introduction to Brownian Motion.- Basics of Martingales.- Basics of Reliability Theory.

About the Author


Esra Bas is professor of Industrial Engineering at Istanbul Technical University, Turkey.

Product Details
ISBN: 9783030323226
ISBN-10: 3030323226
Publisher: Springer
Publication Date: November 14th, 2019
Pages: 307
Language: English