| Date | Main Session(Bayesian Statistics) Every Thur. |
Data Analysis Session Every Sat. |
|---|---|---|
| Week 0(2/24) | Orientation - Brief Intro. to this semester's materials | |
| Week 1(3/04) | Likelihood and Prior (FCB Chapter 1, 2) | |
| Week 2(3/11, 3/13) | One-parameter and Noraml model (FCB Chapter 3) | EDA |
| Week 3(3/18) | One-parameter and Normal model (FCB Chapter 4) | |
| Week 4(3/25, 3/27) | One-parameter and Normal model (FCB Chapter 5) | Modeling 1 |
| Week 5(4/01) | Multivariate Normal model (FCB Chapter 7) | |
| Week 6(4/08, 4/10) | Bayesian Hierarchical Models (FCB Chapter 8) | Modeling 2 |
| Midterm Exam | ||
| Week 7(5/06, 5/08) | MCMC and Diagnosis (FCB Chapter 6, 10) | TBD |
| Week 8(5/13) | MCMC and Diagnosis (FCB Chapter 6, 10) | |
| Week 9(5/20, 5/22) | Bayesian Linear Regression (FCB Chapter 9) | TBD |
| Week 10(5/27) | Bayesian Linear Regression (FCB Chapter 9) | |
| Week 11(6/03, 6/05) | Final Project | TBD |
| Final Exam and End of Semester!! |
중간 이후의 토요일 일정은 친목을 위한 행사 및 연사특강 등으로 배정될 예정입니다~
[ESC 2021-1] 210224 Orientation - Brief Intro. to this semester's materials
https://youtu.be/V-3FmZnlyBY
[ESC 2021-1] 210304 Week1 Likelihood and Prior (FCB Chapter 1, 2)
https://youtu.be/8WTSe0St3io
First Course in Bayesian Statistical Methods, Hoff