TY - BOOK AU - Sheldon M. Ross TI - Stochastic processes: : second edition SN - 9788126517572 AV - QA274 PY - 1996///] CY - New Delhi PB - John Wiley and Sons KW - Mathematics N1 - 1. The Poisson Process 2. Renewal Theory 3. Markov Chains 4. Continuous-Time Markov Chains 5. Martingales 6. Random Walks 7. Brownian Motion and Other Markov Processes 8. Stochastic Order Relations 9. Poisson Approximations N2 - Stochastic Processes, 2nd Ed The book provides a non measure theoretic introduction to stochastic processes, probabilistic intuition and insight in thinking about problems. This revised edition contains additional material on compound Poisson random variables including an identity which can be used to efficiently compute moments, Poisson approximations; and coverage of the mean time spent in transient states as well as examples relating to the Gibbs sampler, the Metropolis algorithm and mean cover time in star graphs. ER -