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Multiple Regression & Fundamentals of Causal Inference
Multiple Regression & Fundamentals of Causal Inference
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Lectures

4 Sep 2024
1 Introduction

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

11 Sep 2024
2 Recap: Correlation & Bivariate Regression

OLS regression is the backbone of social data science.

18 Sep 2024
3 Recap: Random!

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

25 Sep 2024
4 OLS from a assumptions to visualization

Assumptions, categorical predictors, binary outcomes, and visualization

2 Oct 2024
5 Selection bias

Correlation ≠ causation! But why?

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Merlin Schaeffer

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