Labs: Inference (First half semester)

• Lab 0: Setting up and Introduction
• Lab 1: Sampling Random Variables
• Lab 2: Summary Statistics
• Lab 3: Central Limit Theorem and Estimators
• Lab 4: Maximum Likelihood Estimation
• Lab 5: Statistical Tests
• Lab 6: Importance Sampling
• Lab 7: Ising Model
• Lab 8: MCMC Algorithms and Considerations
• Lab 9: Bayesian Analysis I
• Lab 10: Bayesian Analysis II