| Date |
Lesson |
Reading |
Slides |
Assignment |
| Monday, Jan 5, 2026 |
Introduction |
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| Wednesday, Jan 7, 2026 |
Rethinking statistics |
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| Monday, Jan 12, 2026 |
Sampling |
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| Wednesday, Jan 14, 2026 |
R Review |
|
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| Thursday, Jan 15, 2026 |
Homework: Bayesian thinking |
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| Monday, Jan 19, 2026 |
Martin Luther King, Jr. Day |
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| Wednesday, Jan 21, 2026 |
Geocentric Models |
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| Thursday, Jan 22, 2026 |
Homework: Bayesian analysis by sampling |
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| Monday, Jan 26, 2026 |
Class canceled (winter storm) |
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| Wednesday, Jan 28, 2026 |
Class canceled (winter storm) |
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| Monday, Feb 2, 2026 |
Many variables (part 1) |
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| Wednesday, Feb 4, 2026 |
Many variables (part 2) |
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| Thursday, Feb 5, 2026 |
Homework: Linear regression models |
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| Monday, Feb 9, 2026 |
Designing statistical models |
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| Wednesday, Feb 11, 2026 |
Regularization |
|
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| Thursday, Feb 12, 2026 |
Homework: Multivariable models |
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| Monday, Feb 16, 2026 |
Interactions |
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| Wednesday, Feb 18, 2026 |
Monte Carlo sampling |
|
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| Thursday, Feb 19, 2026 |
Homework: Statistical models |
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| Monday, Feb 23, 2026 |
Monte Carlo Software |
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| Wednesday, Feb 25, 2026 |
Generalized linear models |
|
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| Thursday, Feb 26, 2026 |
Homework: Interactions |
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| Monday, Mar 2, 2026 |
Generalized linear models |
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| Wednesday, Mar 4, 2026 |
Discrete statistical models |
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| Monday, Mar 9, 2026 |
Spring Break |
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| Wednesday, Mar 11, 2026 |
Spring Break |
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| Monday, Mar 16, 2026 |
Mixture models |
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| Tuesday, Mar 17, 2026 |
Homework: Monte-Carlo sampling |
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| Wednesday, Mar 18, 2026 |
Multilevel models |
|
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| Thursday, Mar 19, 2026 |
Project: Research project proposal |
|
|
|
| Monday, Mar 23, 2026 |
Multilevel models, part 2 |
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| Wednesday, Mar 25, 2026 |
More multilevel models |
|
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| Monday, Mar 30, 2026 |
Messy data |
|
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| Wednesday, Apr 1, 2026 |
Review of Bayesian Regression |
|
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| Monday, Apr 6, 2026 |
Generalized Linear Madness |
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| Wednesday, Apr 8, 2026 |
Differential Equations |
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| Thursday, Apr 9, 2026 |
Project: Progress report |
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| Monday, Apr 13, 2026 |
Diagnosing model output |
|
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| Wednesday, Apr 15, 2026 |
STAN Hamiltonian Monte Carlo sampler |
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| Monday, Apr 20, 2026 |
Project presentations |
|
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| Friday, Apr 24, 2026 |
Project: Research project report |
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