Note: This schedule may be updated as the semester progresses. Due dates for the exams and project will
not be changed.
| Date |
Lesson |
Slides |
Reading |
Lab |
AE |
HW |
Project |
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Week 00 |
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| Wed, Jan 9 |
Welcome to Regression Analysis |
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| Fri, Jan 11 |
Lab 00: Logistics |
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| UNIT 1 |
CONTINUOUS RESPONSE VARIABLES |
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Week 01 |
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| Mon, Jan 14 |
Motivating regression analysis |
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| Wed, Jan 16 |
Simple Linear Regression (SLR) |
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| Fri, Jan 18 |
Lab 01: Intro to R |
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Week 02 |
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| Mon, Jan 21 |
NO CLASS - Martin Luther King, Jr. Day |
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| Wed, Jan 23 |
SLR: Inference |
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| Fri, Jan 25 |
Lab 02: Simple Linear Regression (SLR) |
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Week 03 |
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| Mon, Jan 28 |
SLR: Inference & Prediction |
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| Wed, Jan 30 |
Analysis of Variance |
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| Fri, Feb 1 |
Lab 03: Analysis of Variance |
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Week 04 |
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| Mon, Feb 4 |
Multiple Linear Regression |
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| Wed, Feb 6 |
Special Predictors |
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| Fri, Feb 8 |
Lab 04: Multiple Linear Regression |
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Week 05 |
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| Mon, Feb 11 |
Transformations |
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| Wed, Feb 13 |
Model Assessment |
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| Fri, Feb 15 |
Lab 05: Multiple Linear Regression, Pt 2 |
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Week 06 |
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| Mon, Feb 18 |
Model Diagnostics |
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| Wed, Feb 20 |
Exam I Review |
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| Fri, Feb 22 |
Exam 01 Office Hours |
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Week 07 |
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| Mon, Feb 25 |
Exam I |
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| Wed, Feb 27 |
Model Selection |
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| Fri, Mar 1 |
Lab 06: Model Selection |
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| UNIT 2 |
CATEGORICAL RESPONSE VARIABLES |
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Week 08 |
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| Mon, Mar 4 |
Comparing proportions & odds |
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| Wed, Mar 6 |
Logistic Regression |
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| Fri, Mar 8 |
No lab |
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Week 09 |
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| Mon, Mar 11 |
NO CLASS - Spring break |
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| Wed, Mar 13 |
NO CLASS - Spring break |
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| Thur, Mar 14 |
NO CLASS - Spring break |
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Week 10 |
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| Mon, Mar 18 |
Logistic Regression: Model Fit |
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| Wed, Mar 20 |
Logistic Regression: EDA & Drop-in-Deviance Test |
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| Fri, Mar 22 |
Lab 07: Logistic Regression |
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Week 11 |
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| Mon, Mar 25 |
Multinomial Logistic Regression |
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| Wed, Mar 27 |
Multinomial Logistic Regression |
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| Fri, Mar 29 |
Lab 08: Multinomial Logistic Regression |
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| UNIT 3 |
MODELING IN PRACTICE |
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Week 12 |
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| Mon, Apr 1 |
Model validation |
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| Wed, Apr 3 |
Dealing with missing data |
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| Fri, Apr 5 |
Lab 09: Putting it All Together |
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DataFest! (begins at 6pm) |
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| Sat, Apr 6 |
DataFest! |
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| Sun, Apr 7 |
DataFest! (ends at 5pm) |
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Week 13 |
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| Mon, Apr 8 |
Project Work Day |
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| Wed, Apr 10 |
Exam II Review |
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| Fri, Apr 12 |
Exam II review |
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Week 14 |
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| Mon, Apr 15 |
Exam II |
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| UNIT 4 |
LOOKING AHEAD |
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| Wed, Apr 17 |
Poisson Regression |
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| Fri, Apr 19 |
Lab 10: Final Project |
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Week 15 |
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| Mon, Apr 22 |
Time Series |
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| Wed, Apr 24 |
Modeling Longitudinal Data |
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Exam Period |
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| Wed, May 1 |
Project presentations |
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