1
W
Jan 10
Welcome
Th
Jan 11
No lab: Labs start 1/18
2
M
Jan 15
No lecture: Martin Luther King Jr. Day
W
Jan 17
Review: Multiple linear regression
Th
Jan 18
Lab 01: Welcome + HW 01
3
M
Jan 22
Inference review + Using likelihoods
W
Jan 24
Comparing models using likelihoods
HW 01 due
Poisson regression
Th
Jan 25
Lab: Start Project 01
4
M
Jan 29
Poisson: Goodness of fit + overdispersion
W
Jan 31
Poisson: offset + ZIP models
Th
Feb 1
Lab: Project 01 Article Evaluation
Quiz 01 due at 12pm
5
M
Feb 5
Unifying framework for GLMs
Logistic regression
W
Feb 7
Logistic: Binomial responses + overdispersion
HW 02 due
Th
Feb 8
Lab: Project 01 Write up + Presentation
6
M
Feb 12
Proportional odds + Probit regression
W
Feb 14
Project 01 presentations
Th
Feb 15
Lab: Project 01 Write up
Project 01 write up + GitHub repo due at 9pm
7
M
Feb 19
Correlated data
W
Feb 21
Introduction to multilevel models
Th
Feb 22
Lab: HW 03
Quiz 02 due at 12pm
8
M
Feb 26
Variance components + model fitting
W
Feb 28
Estimation for multilevel models
HW 03 due
Th
Feb 29
Lab: Start Project 02
9
M
Mar 4
Modeling longitudinal data
W
Mar 6
Modeling longitudinal data: Inference
Th
Mar 7
Lab: Project 02 Analysis plan
Quiz 03 due at 12pm
10
M
Mar 11
No lecture: Spring break!
W
Mar 13
No lecture: Spring break!
Th
Mar 14
No lab: Spring break!
11
M
Mar 18
Covariance structure of observations
W
Mar 20
Longitudinal modeling in practice
HW 04 due
Th
Mar 21
Lab: Project 02
12
M
Mar 25
Modeling data with 3+ levels
W
Mar 27
Modeling data with 3+ levels
Th
Mar 28
Lab: Project 02
Quiz 04 due at 12pm
13
M
Apr 1
Multilevel GLMs
W
Apr 3
Project 02 presentations
Th
Apr 4
Lab: Project 02 write up
14
M
Apr 8
No lecture: Work on final project
W
Apr 10
Multilevel GLMs: Crossed random effects
HW 05 due
Th
Apr 11
Lab: Work on final project
15
M
Apr 15
Multilevel multinomial logistic
W
Apr 17
Wrap Up: Modeling Yelp Reviews
Th
Apr 18
Lab: Work on final project
Quiz 05 due at 12pm
16
M
Apr 22
Final project meetings
W
Apr 24
Final project meetings
Quiz 06 due at 12pm, HW 06 due
Th
Apr 24
Final Project: Round 1 Submission due (optional)
Exam period
Th
May 2
Final Project: Final submission due