Schedule
Here’s your roadmap for the semester!
- Readings should be completed before each class session
- Slides and other class materials will be added on the day of class
- Assignments are due at 11:00 P.M. on Friday (unless otherwise stated)
Week | Date | Topic | Content | Class | Labs | [] |
---|---|---|---|---|---|---|
1 | 1/30/23 | Introduction | ||||
2/1/23 | Quarto: Blogging | Jason | ||||
2 | 2/6/23 | Robust methods: Bootstrapping and permutation | Jason | |||
2/8/23 | Lab 1 | |||||
3 | 2/13/23 | Missing data | Sydney | |||
2/15/23 | Lab 2 | |||||
4 | 2/20/23 | Polytomous models: Ordinal regression | Nicole | |||
2/22/23 | Lab 3 | |||||
5 | 2/27/23 | Polytomous models: Multinomial regression | Henna | |||
3/1/23 | Lab 4 | |||||
6 | 3/6/23 | Poisson regression/negative binomial | Sarah | |||
3/8/23 | Lab 5 | |||||
7 | Spring Break | |||||
8 | 3/20/23 | Bayesian analysis | Cody | |||
3/22/23 | Lab 6 | |||||
9 | 3/27/23 | Mediation | Claire | |||
3/29/23 | Lab 7 | |||||
10 | 4/3/23 | Path modeling/SEM | Jason | |||
4/5/23 | Jason Tasukahara will Zoom in and talk about R package for SEM | |||||
11 | 4/10/23 | Principal components analysis/factor analysis | Branson | |||
4/12/23 | Lab 8 | |||||
12 | 4/17/23 | Unsupervised learning: Clustering | Jamie | |||
4/19/23 | Lab 9 | |||||
13 | 4/24/23 | GEEs/Multilevel modeling | Killian | |||
4/26/23 | Lab 10 | |||||
14 | Reading Week | |||||
15 | Finals | Blog posts due | ||||