| week | Main Session(Bayesian Statistics) (every Thursday 19:00~21:00) |
Special Session (Saturday 15:00~17:00) |
|---|---|---|
| week 0 (7/7) |
Introduction | |
| week 1 (7/14,7/16) |
Likelihood & Prior(FCB Chapter 1, 2, 3) 발제자: 이도형, 김두은 |
Summer Data Camp with Python(1) |
| week 2 (7/21) |
One-parameter and Normal models(1) (FCB Chapter 3) 발제자: 김채현, 임세희 |
|
| week 3 (7/28,7/30) |
One-parameter and Normal models(2) (BDA 2.2/2.5/2.6/3.1-3.4) 발제자: 홍유빈, 이종현, 피정훈 |
Summer Data Camp with Python(2) |
| week 4 (8/4) |
Multivariate Normal Model(FCB Chapter 7) 발제자: 김예찬, 박태주, 정연섭 |
|
| week 5 (8/11) |
Hierarchical Model(FCB Chapter 8) 발제자: 김수민, 김송희, 선대운 |
Alumni 연사특강 |
| week 6 (8/18) |
- 해석학(박재현)
- 선형대수(오태환)
- 인과적 추론(이재현)
- Peter D. Hoff (2009). First Course in Bayesian Statistical Methods. Springer.
- John K. Kruschke (2014). Doing Bayesian Data Analysis. Academic Press.
- Andrew Gelman (2004). Bayesian Data Analysis. Chapman & Hall/CRC.
- 220707 SUMMER week0 : OT - https://youtu.be/XoDde9hAPEs
- 220714 SUMMER week1 : Likelihood & Prior - https://youtu.be/rrPaC0VPLoc
- 220721 SUMMER week2 : One-parameter and Normal models(1) - https://youtu.be/Vngs96s30g4
- 220728 SUMMER week3 : One-parameter and Normal models(2) - https://youtu.be/WS8cTeWw3XU
- 220804 SUMMER week4 : Multivariate Normal Model - https://youtu.be/MJ39uLZleYg
- 220811 SUMMER week5 : Hierarchical Model - https://youtu.be/Cmk_NvTrJSw