This schedule may be updated as the semester progresses. Due dates for the exams and project will
| Date |
Lesson |
Slides |
Reading |
Lab |
AE |
HW |
Project |
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Week 01 |
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| Mon, Aug 26 |
Welcome to Regression Analysis |
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| Wed, Aug 28 |
Review: Hypothesis Testing |
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Introducing R and GitHub |
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| Thu, Aug 29 |
Lab 01: Introduction to R |
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Week 02 |
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| Mon, Sep 2 |
Review: Confidence Intervals |
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| UNIT 1 |
CONTINUOUS RESPONSE VARIABLES |
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| Wed, Sep 4 |
Simple Linear Regression (SLR) |
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| Thu, Sep 5 |
Lab 02: Simple Linear Regression |
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Week 03 |
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| Mon, Sep 9 |
SLR: Inference |
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| Wed, Sep 11 |
SLR Inference & Prediction |
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| Thu, Sep 12 |
Lab 03: Inference for SLR |
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Week 04 |
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| Mon, Sep 16 |
ANOVA |
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| Wed, Sep 18 |
Multiple Comparisons |
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Multiple Linear Regression (MLR) |
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| Thu, Sep 19 |
Lab 04: ANOVA |
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Week 05 |
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| Mon, Sep 23 |
MLR: Special Predictors |
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| Wed, Sep 25 |
MLR: Interactions & Transformations |
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| Thu, Sep 26 |
Lab 05: Data Wrangling & Regression |
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Week 06 |
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| Mon, Sep 30 |
MLR: Model Assessment |
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| Wed, Oct 2 |
MLR: Model Diagnostics |
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| Thu, Oct 3 |
Help Hours |
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Week 07 |
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| Mon, Oct 7 |
NO CLASS - Fall Break |
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| Wed, Oct 9 |
Exam 01 Review |
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| Thu, Oct 10 |
Exam 01 Review |
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Week 08 |
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| Mon, Oct 14 |
Exam 01 |
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| Wed, Oct 16 |
MLR: Model Selection |
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| Thu, Oct 17 |
Lab 06: Model Selection |
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| UNIT 2 |
CATEGORICAL RESPONSE VARIABLES |
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Week 09 |
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| Mon, Oct 21 |
Comparing proportions & odds |
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| Wed, Oct 23 |
Logistic Regression: The Basics |
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| Thu, Oct 24 |
Lab 07: Logistic Regression: The Basics |
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Week 10 |
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| Mon, Oct 28 |
Logistic Regression: Model Predictions |
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| Wed, Oct 30 |
Logistic Regression: Model Fit & EDA |
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| Thu, Oct 31 |
Lab 08: Logistic Regression: Model Fit & Prediction |
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Week 11 |
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| Mon, Nov 4 |
Multinomial Regression: The Basics |
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| Wed, Nov 6 |
Multinomial Regression: Predictions & Drop-in Deviance Test |
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| Thu, Nov 7 |
Lab 09: Multinomial Logistic Regression |
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Week 12 |
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| Mon, Nov 11 |
Multinomial Regression: Practice & Review |
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| Wed, Nov 13 |
Log-linear Regression, Part 1 |
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| Thu, Nov 14 |
Project Work Day |
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Week 13 |
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| Mon, Nov 18 |
Model Validation & Missing Data |
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| Wed, Nov 20 |
Exam 02 Review |
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| Thu, Nov 21 |
Exam 02 Review |
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Week 14 |
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| Mon, Nov 25 |
Exam 02 |
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| Wed, Nov 27 |
NO CLASS - Thanksgiving Break |
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| Thu, Nov 28 |
NO LAB - Thanksgiving Break |
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| UNIT 3 |
MODELING IN PRACTICE |
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Week 15 |
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| Mon, Dec 2 |
Time Series |
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| Wed, Dec 4 |
Modeling Longitudinal Data |
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| Thu, Dec 5 |
Project |
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Final Exam Period |
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| Wed, Dec 10 |
Project writeup & slides due at 5p |
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| Wed, Dec 11, 9a - 12p |
Project presentations |
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