Note: This page shows an overview of the topics and assignments in this course. Click on the tab for each week to see a detailed view of the readings, videos, slides, and other information.

This schedule may be updated as the semester progresses, with all changes documented here. Dates for the quizzes will not be changed.

Slides Labs HW Quiz Project
Week 01 Thu, Jan 21 Welcome to Regression Analysis!
Meet the toolkit
Week 02 Mon, Jan 25 Lab 01: Getting started with R!
Tue, Jan 26 Exploring multivariable relationships
Thu, Jan 28 Statistical inference review
UNIT 01 CONTINUOUS RESPONSE VARIABLES
Week 03 Mon, Feb 01 Lab 02: Trails in Durham, NC
Tue, Feb 02 Simple linear regression (SLR)
Thu, Feb 04 SLR: Foundation
SLR: Inference
HW 01 assigned
Week 04 Mon, Feb 08 Lab 03: Alumni jobs + salaries
Tue, Feb 09 SLR: Conditions
SLR: Prediction
Thu, Feb 11 SLR: Partitioning variability
HW 02 assigned
Week 05 Mon, Feb 15 Lab 04: Back to alumni jobs
Tue, Feb 16 Comparing means with ANOVA
Thu, Feb 18 Multiple comparisons
Week 06 Mon, Feb 22 Lab 05: ANOVA with Palmer Penguins
Tue, Feb 23 Multiple linear regression (MLR)
Thu, Feb 25 MLR: Inference
Quiz 01 assigned
Week 07 Mon, Mar 01 Project: topic ideas
Tue, Mar 02 MLR: Types of predictors
Thu, Mar 04 MLR: Conditions
Variable transformations
HW 03 assigned
Sun, Mar 07 Topic ideas due
Week 08 Mon, Mar 08 Mid-semester checkin
Tue, Mar 09 No class
Thu, Mar 11 Review Multiple linear regression concepts
Week 09 Mon, Mar 15 Lab 06: Houses in King County
Tue, Mar 16 Model comparison
Model selection
HW 04 assigned
Thu, Mar 18 Model diagnostics
UNIT 02 CATEGORICAL RESPONSE VARIABLES
Week 10 Mon, Mar 22 Lab 07: What makes song positive?
Tue, Mar 23 Logistic regression: Odds + probabilities
Thu, Mar 25 Logistic regression: Odds ratios
Quiz 02 assigned
Week 11 Mon, Mar 29 Project: Proposals
Project proposal due
Tue, Mar 30 Logistic regression: Inference
Thu, Apr 01 Logistic regression: Prediction
Logistic regression: Conditions
HW 05 assigned
Week 12 Mon, Apr 05 Lab 08: Reclining the seat on an airplane
Tue, Apr 06 Multinomial logistic regression: Introduction
Thu, Apr 08 Multinomial logistic regression cont’d
Fri, Apr 09 DataFest
Sat, Apr 10 DataFest
Sun, Apr 09 DataFest
UNIT 03 LOOKING AHEAD
Week 13 Mon, Apr 12 Wellness day
Tue, Apr 13 Log-linear models (optional)
Logistic regression review
Thu, Apr 15 Project meetings
Quiz 03 assigned
Sun, Apr 18 Project draft due
Week 14 Mon, Apr 19 Project: Peer review
Tue, Apr 20 Communicating results
Thu, Apr 22 Project meetings
Exam period
Sun, Apr 25 Statistics experience due
Mon, Apr 26 Project written report due
Thu, Apr 29 Video + slides due
Sat, May 01 Video comments due