Important
- I'm using this repo to work through the homework problems posted by Richard McElreath in Statistical Rethinking (2026 edition).
- All solutions here are based on my own approach and understanding. Some may not be complete or correct, So if you would like to help please reach me out or raise an issue.
- I will be scripting PyMC (sometimes Bambi too!) with Marimo notebooks and host it as a static webpage.
| Week ## | Meeting date | Section | Topic | Reading |
|---|---|---|---|---|
| 01 | 6 January | Beginner | Introduction | Chapters 1 & 2 |
| 9 January | Experienced | Multilevel Models | Chapter 12 | |
| 02 | 13 January | Beginner | Garden of Forking Data | Chapters 2 & 3 |
| 16 January | Experienced | Multilevel Model Expansion | Chapter 13 | |
| 03 | 20 January | Beginner | Geocentric Models | Chapter 4 |
| 23 January | Experienced | Correlated Features | Chapter 13 | |
| 04 | 27 January | Beginner | Categories & Curves | Chapter 4 |
| 30 January | Experienced | Social Networks | Chapter 14 | |
| 05 | 3 February | Beginner | Elemental Confounds | Chapter 5 |
| 6 February | Experienced | Gaussian Processes | Chapter 14 | |
| 06 | 10 February | Beginner | Good and Bad Controls | Chapter 6 |
| 13 February | Experienced | Measurement Error | Chapter 15 | |
| 07 | 17 February | Beginner | Overfitting | Chapter 7 |
| 20 February | Experienced | Missing Data | Chapter 15 | |
| 08 | 24 February | Beginner | Markov chain Monte Carlo | Chapters 9 & 10 |
| 27 February | Experienced | Generalized Linear Madness | Chapter 16 | |
| 09 | 3 March | Beginner | Modeling Events | Chapters 10 & 11 |
| 6 March | Experienced | Special Topic - Students' Choice! | ||
| 10 | 10 March | Beginner | Multilevel Models | Chapter 12 |
| 13 March | Experienced | Special Topic - Students' Choice! |
| ✓ | Code | Topic |
|---|---|---|
| A01 | Introduction | |
| B01 | Multilevel Models | |
| A02 | Garden of Forking Data | |
| B02 | Multilevel Model Expansion | |
| A03 | Geocentric Models | |
| B03 | Correlated Features | |
| A04 | Categories & Curves | |
| B04 | Social Networks | |
| A05 | Elemental Confounds | |
| B05 | Gaussian Processes | |
| A06 | Good and Bad Controls | |
| B06 | Measurement Error | |
| A07 | Overfitting | |
| B07 | Missing Data | |
| A08 | Markov Chain Monte Carlo | |
| B08 | Generalized Linear Madness | |
| A09 | Modeling Events | |
| B09 | Special Topic – Students' Choice! | |
| A10 | Multilevel Models | |
| B10 | Special Topic – Students' Choice! |