Readings: Inference (First half semester)

• Reading 1: Probability and Random Variables
• Reading 2: Summary Statistics
• Reading 3: Central Limit Theorem & Estimators
• Reading 4: Maximum Likelihood Estimation
• Reading 5: Statistical Tests
• Reading 6: Monte Carlo and Importance Sampling
• Reading 7: Stochastic Processes & Ising Model
• Reading 8: MCMC Algorithms and Considerations
• Reading 9: Bayesian Analysis I