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Welcome to Monte Carlo Techniques
Lectures
1. Introduction to the Monte Carlo method
2. Probability theory & random variables
3. Direct-sampling Monte Carlo integration
4. Markov Chain Monte Carlo (MCMC)
5. MCMC in practice
6. Criticality & Cluster algorithms
7. Lattice field theory
8. Quantum Gravity
9. Practicalities
Exercises
1. Exercise sheet
2. Exercise sheet
3. Exercise sheet
4. Exercise sheet
5. Exercise sheet
6. Exercise sheet
7. Exercise sheet
8. Exercise sheet
9. Exercise sheet
Appendix
Bibliography
PDF version of book
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