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Stochastic Processes Book

Stochastic Processes
Stochastic Processes, , Stochastic Processes has a rating of 5 stars
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Stochastic Processes, , Stochastic Processes
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  • Stochastic Processes
  • Written by author J. Medhi
  • Published by New Age Science, November 2009
  • • The theoretical results developed have been presented through a large number of illustrative examples to give clarity of concept.• Many new topics like Martingales, Simulation have been included which are of great importance in diverse app
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Preface to the Second Edition
Preface to the First Edition
Ch. 1Probability Distributions1
Ch. 2Stochastic Processes: Some Notions56
Ch. 3Markov Chains69
Ch. 4Markov Processes with Discrete State Space: Poisson Process and Its Extensions157
Ch. 5Markov Processes with Continuous State Space221
Ch. 6Renewal Processes and Theory242
Ch. 7Markov Renewal and Semi-Markov Processes313
Ch. 8Stationary Processes and Time Series340
Ch. 9Branching Processes362
Ch. 10Stochastic Processes in Queueing and Reliability407
Appendix A: Some Basic Mathematical Results524
Appendix B: Answers to Exercises560
Appendix C: Abbreviations569
Appendix C: Glossary of Commonly Used Notations570
Appendix Table D.1 Table of Laplace Transforms577
Appendix Table D.2 Important Probability Distributions and Their Parameters, Moments, Moment Generating Functions579
Appendix Table D.3 Performance Measures [steady state] of Some Queueing Models582
Author Index587
Subject Index592


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