| Week 1 (Aug 25) |
12 |
Welcome, and Introduction to Data Visualization |
Crude and Adjusted Stats |
|
| Week 2 (Sep 01) |
3 |
No Class - Labor Day |
ggplot2 Basics |
|
| Week 3 (Sep 08) |
4 |
Plotting with ggplot2 (and a bit of Data Wrangling) |
Data Wrangling |
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| Week 4 (Sep 15) |
567 |
Probability, Sampling, and Descriptive Statistics |
Cross Tabulations |
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| Week 5 (Sep 22) |
89 |
Understanding Uncertainty and Confidence Intervals |
Confidence Intervals |
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| Week 6 (Sep 29) |
|
Mid-term Exam |
Importing, Wrangling, and Prepping Data |
|
| Week 7 (Oct 06) |
1011 |
Regression Modeling |
Fitting SLR and MLR models in R |
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| Week 8 (Oct 13) |
12 |
Inference for Regression |
Introduction to Model Building |
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| Week 9 (Oct 20) |
1314 |
Categorical Predictors, and Moderation |
Blair Replciation -- Setting up a RStudio Project |
|
| Week 10 (Oct 27) |
15 |
Fitting Non-Linear Models |
Blair Replication -- Logarithms and Polynomials |
|
| Week 11 (Nov 03) |
16 |
Null Hypothesis Significance Testing |
Blair Replication -- Fit the 5 Models |
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| Week 12 (Nov 10) |
1718 |
Causal Inference |
Checking Assumptions |
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| Week 13 (Nov 17) |
|
Final Exam |
Writing APA papers with Quarto |
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| Week 14 (Nov 24) |
|
No Class - Thanksgiving |
No Lab - Thanksgiving |
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| Week 15 (Dec 01) |
|
Final Project Presentations |
Advanced Model Building |
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| Week 16 (Dec 08) |
|
Final Project Presentations |
Regression to the Mean |
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