Here you can find all the material you need for the class - the lecture slides, links to lab repos on Github, readings for the week.
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| Week 0 |
Getting Started |
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| Week 1 |
Introduction. Visualizing Data |
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| Week 2 |
Fundamentals of Probability |
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| Week 3 |
Sampling and Statistical Inference |
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| Week 4 |
Linear Regression: Basics & Hypothesis Testing |
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| Week 5 |
Linear Regression: Statistical Control & Causality |
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| Week 6 |
Linear Regression: Dummies and Interactions |
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| Week 7 |
Linear Regression: Interpreting Substantive Effects via the Simulation Method |
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| Week 8 |
Linear Regression: Diagnostics |
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| Week 9 |
Midterm |
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| Week 10 |
The Likelihood Theory of Statistical Inference |
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| Week 11 |
Binary Data |
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| Week 12 |
Count Data |
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| Week 13 |
Semester Wrap-up |
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| Week 14 |
Data Essay Week |
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