
Monday 
Wednesday

Friday

To Do
for Monday
Optional: "Ecological correlations and the behavior of individuals" (Robinson,
2009)

Day 1
 What is Multilevel Data? (ppt) (airfare data)
 What is a regression model? (handout)
(anno)
 How do I estimate my model?
applet demo
Submit (in Canvas)
 CP 1 (due Wed 8am)
 Quiz 1 (due Wed 8am

Day 2
 Basic regression model assumptions (arefare data)
 Inference for regression models (pace of life data)
 (Rmd)
(pdf)
(applet)
(ppt)
Submit (in Canvas)
 CP 2 (due Fri 8am)
 Quiz 2 (due Fri 8am)


Optional:
"The
illusion of predictability: How regression statistics mislead experts" (Soyer
& Hogarth)
Optional: "Another cautionary note about R^{2}: Its use in weighted leastsquares analysis" (Willet & Singer)

Day 3
 Week 1 Review (ppt)
 Unequal variances (pdf) (Rmd) (squid data)
Submit (in Canvas)
 "Quiz" 3 (due Wed 8am)
 CP 3 (due Wed 8am)

Day 4
Submit (in Canvas
 Quiz 4 (due Fri 7am)
 CP 4 (due Fri 7am)

 HW 2 (due midnight) (html)

Regressions are commonly misinterpreted," HoaglinLinks to an external site. (2016)

Day 5
 Adjusted associations (pdf) (ppt) (salary data)
 Intraclass correlation (Rmd) (caffiene stimulants)
 annotated
Submit (in Canvas)
 Quiz 5 (due Wed 7am)
 CP 5 (due Wed 7am) (Rmd)

Day 6
 More on adjusted associations (ppt)
 Continue "finger tapping study" (pdf) (Rmd) (anno)
 Fixed vs. Random effects (batting averages data)
Submit (in Canvas)
 Quiz 6 (due Fri 7am)
 CP 6 (due Mon) (Rmd)
 Project proposal (due Monday)

 HW 3 (due midnight) (html)
First project proposal due Monday

Optional:"Repeated Measures ANOVA, R.I.P.?" (McCullough) 
Day 7  Random Intercept Models (Ch. 4)

Day 8:  Adding Level 1 and Level 2 variables


Optional: cross validation example of fixed vs. random effects models

Day 9  Diagnostics (Ch. 10), Review
 handout (pdf) (Rmd) (ppt) (beach data)
 To Do
 Review Q&A discussion board
 Sample question discussion board

Midterm Exam

