week date session topic reading slides code assessment other
0 2-Jan Getting Ready for STATS 115
1 5-Jan Lec Introduction to STATS Introduction to STATS 115 and Bayesian Statistics7 and Data
1 7-Jan Lec Bayes’ Rule for Events
1 7-Jan Dis Posterior Simulation for Events
1 12-Jan Hw Bayes’ Rule for Events
2 12-Jan Lec Bayes’ Rule for Random Variables
2 14-Jan Lec Beta Binomial Model
2 14-Jan Dis Beta Binomial Model
2 21-Jan Hw Bayes’ Rule for Random Variables and Beta Binomial Model
3 19-Jan Lec No Class, Martin Luther King, Jr. Day
3 21-Jan Lec Balance and Sequentiality
3 21-Jan Dis Balance and Sequentiality
3 26-Jan Hw Balance and Sequentiality
4 26-Jan Lec Gamma-Poisson Model
4 28-Jan Lec Normal-Normal Model
4 28-Jan Dis Conjugate Families
4 2-Feb Hw Conjugate Families
5 2-Feb Lec Posterior Approximation
5 4-Feb Lec MCMC Under the Hood
5 4-Feb Dis Grid Approcimation and Metropolis-Hastings
6 9-Feb Lec Posterior Inference and Prediction
6 11-Feb Lec Midterm in class
6 11-Feb Dis Solutions to midterm
6 16-Feb Hw Posterior Inference and Prediction
7 16-Feb Lec No Class, Presidents’ Day
7 18-Feb Lec Simple Normal Regression
7 18-Feb Dis Simple Normal Regression
7 24-Feb Hw Simple Normal Regression