Week 2; MGF & Distributions

Week 3; Maximum Likelihood Estimation

Week 4; Sample Variance and MSE

Week 5; Hypothesis Testing

Week 6; Type-I & II Errors

Week 7; Sufficient Statistics, Factorization Theorem, Score, and Fisher Information

Week 8; Distribution of MLE, CRLB

Week 9; Wald and Score Test

Week 10; Priors and Posterior Distributions

Week 11; Introducing Linear Regression