Basics of Probability and Stochastic Processes

Inbunden, Engelska, 2019

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This textbook explores probability and stochastic processes at a level that does not require any prior knowledge except basic calculus. The second part then covers fundamental stochastic processes, including point, counting, renewal and regenerative processes, the Poisson process, Markov chains, queuing models and reliability theory.

Produktinformation

Utgivningsdatum2019-11-14
Mått155 x 235 x 23 mm
Vikt647 g
FormatInbunden
SpråkEngelska
Antal sidor307
FörlagSpringer Nature Switzerland AG
ISBN9783030323226

Tillhör följande kategorier

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.