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