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Multiple OLS & Fundamentals of Causal Inference
Multiple OLS & Fundamentals of Causal Inference
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  • Lectures
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Lectures

3 Sep 2025
1 Introduction

This semester, we will delve into the realm of multiple OLS regression and its application in estimating causal effects.

10 Sep 2025
2 Recap: Correlation & Bivariate Regression

OLS regression is the backbone of social data science.

17 Sep 2025
3 Recap: Random!

How do we generalize from samples and why is randomness so extremely important in statistics.

24 Sep 2025
4 OLS from a assumptions to visualization

Assumptions, categorical predictors, binary outcomes, and visualization

1 Oct 2025
5 Selection bias

Correlation ≠ causation! But why?

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Merlin Schaeffer

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