Schedule
This course will span over 3 consecutive days from 8am to 3pm.
- Lectures : this page contains the recorded lecture videos, the lecture notes and the slides for this class.
- Practicals : this page contains the practicals code exercise corresponding to the topics covered each of the 3 days.
| Date | Time | Activity | Topic |
|---|---|---|---|
| June 8th (Boris Hejblum) | 9:30am-11am | 📽️ 👨🏫 🗣️ Interactive lecture | • Part I: Intro to Bayesian stat concepts |
| 11am-11:15am | ☕ ⏸️ Coffee break | ||
| 11:15am-12:30pm | 📽️ 👨🏫 🗣️ Interactive lecture | • Exercise 1: “Prior elicitation” • Part I continued |
|
| 12:30pm-1:30pm | 🥪 ⏸️ Lunch break | ||
| 1:30pm-3pm | 📽️ 👨🏫 🗣️ Interactive lecture | • End of Part I | |
| 3pm-3:15pm | ☕ ⏸️ Coffee break | ||
| 3:15pm-4:30pm | 💻 👥 🧠 Practicals | • Part II: Bayesian computations (intro) • Exercise 2: “Monte Carlo” |
|
| June 9th (Boris Hejblum) | 9:30am-11am | 📽️ 👨🏫 🗣️ Interactive lecture | • Exercise 3: “Inverse transform sampling” • Part II continued |
| 11am-11:15am | ☕ ⏸️ Coffee break | ||
| 11:15am-12:30pm | 💻 👥 🧠 Practicals | • Finish Part II | |
| 12:30pm-1:30pm | 🥪 ⏸️ Lunch break | ||
| 1:30pm-3pm | 📰 🧠 👥 Read and discuss | • Exercise 4: “Metropolis-Hastings” | |
| 3:15pm-3:30pm | ☕ ⏸️ Coffee break | ||
| 3:30pm-4:30pm | 📰 🧠 👥 Read and discuss | • Finish Exercise 4 • Exercise 5: “ BUGS & JAGS” |
|
| June 10th (Boris Hejblum) | 9:30am-11am | 💻 👥 🧠 Practicals | Part III: Bayesian applications in biomedical science • Exercise 6: “Post-mortem Bayes” |
| 11am-11:15am | ☕ ⏸️ Coffee break | ||
| 11:15am-12:30pm | 💻 👥 🧠 Practicals | • Exercise 7: “Bayesian meta-analysis” |
|
| 12:30pm-1:30pm | 🥪 ⏸️ Lunch break | ||
| 1:30pm-3pm | 💻 👥 🧠 Practicals | • Exercise 8: “Bayesian regression” |
|
| 3pm-3:15pm | ☕ ⏸️ Coffee break | ||
| 3:15pm-4:30pm | 💻 👥 🧠 Practicals | • Finish Exercise 8: “Bayesian regression” |