Markov chains : from theory to implementation and experimentation /: from theory to implementation and experimentation. (2017)
- Record Type:
- Book
- Title:
- Markov chains : from theory to implementation and experimentation /: from theory to implementation and experimentation. (2017)
- Main Title:
- Markov chains : from theory to implementation and experimentation
- Further Information:
- Note: Paul A. Gagniuc.
- Authors:
- Gagniuc, Paul A
- Contents:
- Abstract Dedication Acknowledgements Preface Chapter 1: Historical Notes 1.1 Introduction 1.2 On The Wings Of Dependent Variables 1.3 From Bernoulli To Markov Chapter 2: From Observation To Simulation 2.1 Introduction 2.2 Stochastic Matrices 2.3 Transition Probabilities 2.4 The Simulation Of A Two-State Markov Chain Chapter 3: Building The Stochastic Matrix 3.1 Introduction 3.2 Building The Stochastic Matrix From Events 3.3 Building The Stochastic Matrix From Percentages Chapter 4: Predictions By Using 2-State Markov Chains 4.1 Introduction 4.2 Performing The Predictions By Using The Stochastic Matrix 4.3 The Steady State Of A Markov Chain 4.4 The Long-Run Distribution Of A Markov Chain Chapter 5: Predictions By Using N-State Markov Chains 5.1 Introduction 5.2 Predictions By Using The 3-State Markov Chain 5.3 Predictions By Using The 4-State Markov Chain 5.4 Predictions By Using N-State Markov Chains 5.5 Markov Chain Modeling On Measurements Chapter 6: Absorbing Markov Chains 6.1 Introduction 6.2 The Absorbing State Chapter 7: The Average Time Spent In Each State 7.1 Introduction 7.2 The Proportion Of Balls In The System 7.3 The Average Time Spent In A Particular State 7.4 Exemplification Of The Average Time And Proportions Chapter 8: Discussions On Different Configurations Of Chains 8.1 Introduction 8.2 Examples Of Two State Diagrams 8.3 Examples Of Three State Diagrams 8.4 Examples Of Four State Diagrams 8.5 Examples Of State Diagrams Divided Into Classes 8.6 Examples OfAbstract Dedication Acknowledgements Preface Chapter 1: Historical Notes 1.1 Introduction 1.2 On The Wings Of Dependent Variables 1.3 From Bernoulli To Markov Chapter 2: From Observation To Simulation 2.1 Introduction 2.2 Stochastic Matrices 2.3 Transition Probabilities 2.4 The Simulation Of A Two-State Markov Chain Chapter 3: Building The Stochastic Matrix 3.1 Introduction 3.2 Building The Stochastic Matrix From Events 3.3 Building The Stochastic Matrix From Percentages Chapter 4: Predictions By Using 2-State Markov Chains 4.1 Introduction 4.2 Performing The Predictions By Using The Stochastic Matrix 4.3 The Steady State Of A Markov Chain 4.4 The Long-Run Distribution Of A Markov Chain Chapter 5: Predictions By Using N-State Markov Chains 5.1 Introduction 5.2 Predictions By Using The 3-State Markov Chain 5.3 Predictions By Using The 4-State Markov Chain 5.4 Predictions By Using N-State Markov Chains 5.5 Markov Chain Modeling On Measurements Chapter 6: Absorbing Markov Chains 6.1 Introduction 6.2 The Absorbing State Chapter 7: The Average Time Spent In Each State 7.1 Introduction 7.2 The Proportion Of Balls In The System 7.3 The Average Time Spent In A Particular State 7.4 Exemplification Of The Average Time And Proportions Chapter 8: Discussions On Different Configurations Of Chains 8.1 Introduction 8.2 Examples Of Two State Diagrams 8.3 Examples Of Three State Diagrams 8.4 Examples Of Four State Diagrams 8.5 Examples Of State Diagrams Divided Into Classes 8.6 Examples Of State Diagrams With Absorbing States 8.7 The Gambler's Ruin Chapter 9: The Simulation Of An N-State Markov Chain 9.1 Introduction 9.2 The Simulation Of Behavior 9.3 Simulation Of Different Chain Configurations Glossary Bibliography Appendices Appendix A: Supporting Algorithms In Php Appendix B: Supporting Algorithms In Javascript Appendix C: Syntax Equivalence Between Languages … (more)
- Edition:
- 1st
- Publisher Details:
- Hoboken, New Jersey : John Wiley & Sons, Inc
- Publication Date:
- 2017
- Extent:
- 1 online resource
- Subjects:
- 519.233
Markov processes - Languages:
- English
- ISBNs:
- 9781119387589
9781119387572 - Related ISBNs:
- 9781119387558
- Notes:
- Note: Description based on CIP data; resource not viewed.
- Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
- Access Usage:
- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.161514
- Ingest File:
- 02_001.xml