Note: Due dates of the exams and project will not move, however the timeline of topics and smaller assignments might be updated throughout the semester.
Date 
Lesson 
Slides 
Reading 
Lab 
AE 
HW 
EC 
Exam 
Project 

Week 01 








Tues, Aug 27 
Welcome to Statistical Models 








Thur, Aug 29 
Lab 01: R you ready? 








PART 1: 
Thinking about, visualizing, and wrangling data 









Week 02 








Tues, Sep 3 
Elements of data analysis 









Tidy data 









Data and visualization 








Thur, Sep 5 
Lab 02: Data in the wild 








PART 2: 
Simple Regression 









Week 03 








Tues, Sep 10 
Simple Linear Regression 








Thur, Sep 12 
Interpreting Results 









Lab 03: Simple linear regression 









Week 04 








Tues, Sep 17 
Evaluating models 









Influential points 








Thur, Sep 19 
What if it's not a line? Data transformations! 









Recap 









Week 05 








Tues, Sep 24 
Drawing inference 









Partitioning variability 








Thur, Sep 26 
Regression and correlation 









Prediction intervals 









Lab 04: Interpreting results 









Week 06 








Tues, Oct 1 
Review 








Thur, Oct 3 
Midterm 01 









Week 07 








Tues, Oct 8 
Reynolda Data 








Thur, Oct 10 
No Class: Fall Break 








PART 3: 
Multiple Regression 









Week 08 








Tues, Oct 15 
Multiple linear regression 








Thur, Oct 17 
Variable types 









Variable transformations 









Week 09 








Tues, Oct 22 
Variable transformations recap 









Model Comparison 








Thur, Oct 24 
Lab 05: Multiple regression in practice 








PART 4: 
Categorical data analysis 









Week 10 








Tues, Oct 29 
What are the odds? 








Thur, Oct 31 
Odds Ratios 









Assessing logistic conditions 









Week 11 








Tues, Nov 5 
Evaluating logistic regression models 









Logistic regression inference 








Thur, Nov 7 
Lab 06: Inference with logistic regression 









Week 12 








Tues, Nov 12 
Multiple logistic regression 








Thur, Nov 14 
Midterm 02 









Week 13 








Tues, Nov 19 
Discuss final project 








PART 5: 
Data Scienceing 








Thur, Nov 21 
Communicating a data analysis 









Better poster 









Week 14 








Tues, Nov 26 
Interactive data visualization and reporting 








Thur, Nov 28 
No Class: Thanksgiving 









Week 15 








Tues, Dec 3 
PROJECT PRESENTATIONS 








Thur, Dec 5 
PROJECT PRESENTATIONS 







