Book contents
- Frontmatter
- Contents
- Preface
- Part I Monte Carlo basics
- 1 Introduction
- 2 Monte Carlo basics
- 3 Data analysis
- 4 Monte Carlo for classical many-body problems
- 5 Quantum Monte Carlo primer
- Part II Finite temperature
- Part III Zero temperature
- Part IV Other topics
- Appendix A Alias method
- Appendix B Rejection method
- Appendix C Extended-ensemble methods
- Appendix D Loop/cluster algorithms: SU(N) model
- Appendix E Long-range interactions
- Appendix F Thouless's theorem
- Appendix G Hubbard-Stratonovich transformations
- Appendix H Multi-electron propagator
- Appendix I Zero temperature determinant method
- Appendix J Anderson impurity model: chain representation
- Appendix K Anderson impurity model: action formulation
- Appendix L Continuous-time auxiliary-field algorithm
- Appendix M Continuous-time determinant algorithm
- Appendix N Correlated sampling
- Appendix O The Bryan algorithm
- References
- Index
3 - Data analysis
from Part I - Monte Carlo basics
Published online by Cambridge University Press: 05 May 2016
Book contents
- Frontmatter
- Contents
- Preface
- Part I Monte Carlo basics
- 1 Introduction
- 2 Monte Carlo basics
- 3 Data analysis
- 4 Monte Carlo for classical many-body problems
- 5 Quantum Monte Carlo primer
- Part II Finite temperature
- Part III Zero temperature
- Part IV Other topics
- Appendix A Alias method
- Appendix B Rejection method
- Appendix C Extended-ensemble methods
- Appendix D Loop/cluster algorithms: SU(N) model
- Appendix E Long-range interactions
- Appendix F Thouless's theorem
- Appendix G Hubbard-Stratonovich transformations
- Appendix H Multi-electron propagator
- Appendix I Zero temperature determinant method
- Appendix J Anderson impurity model: chain representation
- Appendix K Anderson impurity model: action formulation
- Appendix L Continuous-time auxiliary-field algorithm
- Appendix M Continuous-time determinant algorithm
- Appendix N Correlated sampling
- Appendix O The Bryan algorithm
- References
- Index
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- Information
- Quantum Monte Carlo MethodsAlgorithms for Lattice Models, pp. 43 - 65Publisher: Cambridge University PressPrint publication year: 2016