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 |
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Week 01 |
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| Tues, Aug 27 |
Welcome to Statistical Models |
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| Thur, Aug 29 |
Lab 01: R you ready? |
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| PART 1: |
Thinking about, visualizing, and wrangling data |
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Week 02 |
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| Tues, Sep 3 |
Elements of data analysis |
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Tidy data |
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Data and visualization |
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| Thur, Sep 5 |
Lab 02: Data in the wild |
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| PART 2: |
Simple Regression |
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Week 03 |
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| Tues, Sep 10 |
Simple Linear Regression |
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| Thur, Sep 12 |
Interpreting Results |
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Lab 03: Simple linear regression |
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Week 04 |
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| Tues, Sep 17 |
Evaluating models |
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Influential points |
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| Thur, Sep 19 |
What if it's not a line? Data transformations! |
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Recap |
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Week 05 |
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| Tues, Sep 24 |
Drawing inference |
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Partitioning variability |
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| Thur, Sep 26 |
Regression and correlation |
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Prediction intervals |
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Lab 04: Interpreting results |
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Week 06 |
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| Tues, Oct 1 |
Review |
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| Thur, Oct 3 |
Midterm 01 |
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Week 07 |
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| Tues, Oct 8 |
Reynolda Data |
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| Thur, Oct 10 |
No Class: Fall Break |
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| PART 3: |
Multiple Regression |
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Week 08 |
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| Tues, Oct 15 |
Multiple linear regression |
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| Thur, Oct 17 |
Variable types |
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Variable transformations |
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Week 09 |
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| Tues, Oct 22 |
Variable transformations recap |
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Model Comparison |
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| Thur, Oct 24 |
Lab 05: Multiple regression in practice |
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| PART 4: |
Categorical data analysis |
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Week 10 |
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| Tues, Oct 29 |
What are the odds? |
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| Thur, Oct 31 |
Odds Ratios |
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Assessing logistic conditions |
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Week 11 |
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| Tues, Nov 5 |
Evaluating logistic regression models |
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Logistic regression inference |
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| Thur, Nov 7 |
Lab 06: Inference with logistic regression |
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Week 12 |
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| Tues, Nov 12 |
Multiple logistic regression |
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| Thur, Nov 14 |
Midterm 02 |
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Week 13 |
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| Tues, Nov 19 |
Discuss final project |
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| PART 5: |
Data Science-ing |
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| Thur, Nov 21 |
Communicating a data analysis |
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Better poster |
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Week 14 |
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| Tues, Nov 26 |
Interactive data visualization and reporting |
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| Thur, Nov 28 |
No Class: Thanksgiving |
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Week 15 |
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| Tues, Dec 3 |
PROJECT PRESENTATIONS |
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| Thur, Dec 5 |
PROJECT PRESENTATIONS |
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