The Theory of Stochastic Processes [Paperback]

This book provides an introductory account of the mathematical analysis of stochastic processes. It is helpful for statisticians and applied mathematicians interested in methods for solving particular problems, rather than for pure mathematicians interested in general theorems.1. Introduction 2. The Random Walk 3. Markov Chains 4. Markov Processes with Discrete States in Continuous Time 5. Markov Processes in Continuous Time with Continuous State Space 6. Non-Markovian Processes 7. Stationary Processes: Time Domain 8. Stationary Processes: Frequency Domain 9. Point Processes