An introduction to stochastic modeling [electronic resource] / Howard M. Taylor, Samuel Karlin.
An Introduction to Stochastic Modeling.
Saved in:
| Online Access: |
Full Text (via ScienceDirect) |
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| Main Author: | |
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| Format: | Electronic eBook |
| Language: | English |
| Published: |
Orlando :
Academic Press,
©1984.
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| Subjects: |
MARC
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| 100 | 1 | |a Taylor, Howard M. |0 http://id.loc.gov/authorities/names/n80123417 |1 http://isni.org/isni/0000000117605805. | |
| 245 | 1 | 3 | |a An introduction to stochastic modeling |h [electronic resource] / |c Howard M. Taylor, Samuel Karlin. |
| 260 | |a Orlando : |b Academic Press, |c ©1984. | ||
| 300 | |a 1 online resource (x, 399 pages) : |b illustrations. | ||
| 336 | |a text |b txt |2 rdacontent. | ||
| 337 | |a computer |b c |2 rdamedia. | ||
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| 504 | |a Includes bibliographical references (pages 387-388) and index. | ||
| 505 | 0 | |a Front Cover; An Introduction to Stochastic Modeling; Copyright Page; Table of Contents; Prefac; Chapter 1. Introduction; 1.1 Stochastic Modeling; 1.2 Probability Review; 1.3 The Major Discrete Distributions; 1.4 Important Continuous Distributions; 1.5 Some Elementary Exercises; 1.6 Useful Functions, Integrals, and Sums; Chapter 2. Conditional Probability and Conditional Expectation; 2.1 The Discrete Case; 2.2 The Dice Game Craps; 2.3 Random Sums; 2.4 Conditioning on a Continuous Random Variable; Chapter 3. Markov Chains: Introduction; 3.1 Definitions. | |
| 505 | 8 | |a 3.2 Transition Probability Matrices of a Marlcov Chain3.3 Some Markov Chain Models; 3.4 First Step Analysis; 3.5 Some Special Markov Chains; 3.6 Functionals of Random Walks and Success Runs; 3.7 Another Look at First Step Analysis; Chapter 4. The Long Run Behavior of Markov Chains; 4.1 Regular Transition Probability Matrices; 4.2 Examples; 4.3 The Classification of States; 4.4 The Basic Limit Theorem of Markov Chains; 4.5 Reducible Markov Chains; 4.6 Sequential Decisions and Markov Chains; Chapter 5. Poisson Processes; 5.1 The Poisson Distribution and the Poisson Process. | |
| 505 | 8 | |a 5.2 The Law of Rare Events5.3 Distributions Associated with the Poisson Process; 5.4 The Uniform Distribution and Poisson Processes; 5.5 Spatial Poisson Processes; 5.6 Compound and Marked Poisson Processes; Chapter 6. Continuous Time Markov Chains; 6.1 Pure Birth Processes; 6.2 Pure Death Processes; 6.3 Birth and Death Processes; 6.4 The Limiting Behavior of Birth and Death Processes; 6.5 Birth and Death Processes with Absorbing States; 6.6 Finite State Continuous Time Markov Chains; 6.7 Set Valued Processes; Chapter 7. Renewal Phenomena. | |
| 505 | 8 | |a 7.1 Definition of a Renewal Process and Related Concepts7.2 Some Examples of Renewal Processes; 7.3 The Poisson Process Viewed as a Renewal Process; 7.4 The Asymptotic Behavior of Renewal Processes; 7.5 Generalizations and Variations on Renewal Processes; 7.6 Discrete Renewal Theory; Chapter 8. Branching Processes and Population Growth; 8.1 Branching Processes; 8.2 Branching Processes and Generating Functions; 8.3 Geometrically Distributed Offspring; 8.4 Variations on Branching Processes; 8.5 Some Stochastic Models of Plasmid Reproduction and Plasmid Copy Number Partition. | |
| 520 | |a An Introduction to Stochastic Modeling. | ||
| 546 | |a English. | ||
| 588 | 0 | |a Print version record. | |
| 650 | 0 | |a Stochastic processes. |0 http://id.loc.gov/authorities/subjects/sh85128181. | |
| 650 | 7 | |a Stochastic processes. |2 fast |0 (OCoLC)fst01133519. | |
| 700 | 1 | |a Karlin, Samuel, |d 1923-2007. |0 http://id.loc.gov/authorities/names/n50046910 |1 http://isni.org/isni/0000000110766737. | |
| 776 | 0 | 8 | |i Print version: |a Taylor, Howard M. |t Introduction to stochastic modeling. |d Orlando : Academic Press, ©1984 |w (DLC) 84070475 |w (OCoLC)11534955. |
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