Instructor: Caleb Roberts
Week | Day | Date | Topic | Discussion | Discussion |
---|---|---|---|---|---|
1 | Tue | Aug. 20 | What is “modeling?” | ———— | ———— |
Thu | Aug. 22 | Why are you modeling? | Emerson | Katy | |
2 | Tue | Aug. 27 | Data exploration | ———— | ———— |
Thu | Aug. 29 | Data exploration | ———— | ———— | |
3 | Tue | Sep. 3 | Review of linear models, probability distributions | Michael | Elizabeth |
Thu | Sep. 5 | Review of linear models, probability distributions | ———— | ———— | |
4 | Tue | Sep. 10 | No class | ———— | ———— |
Thu | Sep. 12 | No class | ———— | ———— | |
5 | Tue | Sep. 17 | Model selection | Maria | ———— |
Thu | Sep. 19 | Model selection | ———— | ———— | |
6 | Tue | Sep. 24 | Autocorrelation | Jack | ———— |
Thu | Sep. 26 | Mixed models: what, why, how? | Vini | Annika | |
7 | Tue | Oct. 1 | Mixed models: LMM lab | ———— | ———— |
Thu | Oct. 3 | Mixed models: GLMM | Alex | ———— | |
8 | Tue | Oct. 8 | Mixed models: GLMM lab | ———— | ———— |
Thu | Oct. 10 | Generalized additive models | Carter | Paul | |
9 | Tue | Oct. 15 | No class: Fall Break | ———— | ———— |
Thu | Oct. 17 | Generalized additive models | ———— | ———— | |
10 | Tue | Oct. 22 | No class | ———— | ———— |
Thu | Oct. 24 | Hierarchical generalized additive models | Emily | Tristan | |
11 | Tue | Oct. 29 | Hierarchical generalized additive models | ———— | ———— |
Thu | Oct. 31 | Guest lecture: Brandon Edwards | ———— | ———— | |
12 | Tue | Nov. 5 | Hello, Bayes! | Lindsey | Isaac |
Thu | Nov. 7 | Bayesian models: Linear models lab | ———— | ———— | |
13 | Tue | Nov. 12 | Bayesian models: Stan language lab | ———— | ———— |
Thu | Nov. 14 | Bayesian models: Mixed models lab | ———— | ———— | |
14 | Tue | Nov. 19 | Loose ends day | ———— | ———— |
Thu | Nov. 21 | Writing methods and results | Isabella | ———— | |
15 | Tue | Nov. 26 | Writing methods and results | ———— | ———— |
Thu | Nov. 28 | No class: Thanksgiving | ———— | ———— |