A Course In Stochastic Processes
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Basic Stochastic Processes
Author: Zdzislaw Brzezniak
language: en
Publisher: Springer Science & Business Media
Release Date: 2012-12-06
Stochastic processes are tools used widely by statisticians and researchers working in the mathematics of finance. This book for self-study provides a detailed treatment of conditional expectation and probability, a topic that in principle belongs to probability theory, but is essential as a tool for stochastic processes. The book centers on exercises as the main means of explanation.
A Second Course in Stochastic Processes
Author: Samuel Karlin
language: en
Publisher: Gulf Professional Publishing
Release Date: 1981-05-12
Algebraic methods in markov chains; Ratio theorems of transition probabilities and applications; Sums of independent random variables as a markov chain; Order statistics, poisson processes, and applications; Continuous time markov chains; Diffusion processes; Compouding stochastic processes; Fluctuation theory of partial sums of independent identically distributed random variables; Queueing processes.
A Second Course in Stochastic Processes
This Second Course continues the development of the theory and applications of stochastic processes as promised in the preface of A First Course. We emphasize a careful treatment of basic structures in stochastic processes in symbiosis with the analysis of natural classes of stochastic processes arising from the biological, physical, and social sciences.