Regression Discontinuity (RD) | Causal Inference Struggle

Causal Inference Struggle | Regression Discontinuity Design (RD or RDD):
In this video I talk about Regression Discontinuity Design or RD or RDD. Specifically I use a simple example to talk about how a RD or Regression Discontinuity works, how to estimate a Regression Discontinuity, why an RD estimate is the LATE for compliers at the threshold, and the assumptions needed for an RD estimate. I also talk about the difference between a Sharp RD and a Fuzzy RD.
Timestamps:
0:00 - Intro
0:25 - Motivating Example
2:28 - Calculating a Regression Discontinuity Estimate
3:14 - Sharp vs Fuzzy Regression Discontinuity
4:48 - RD Estimate =LATE for Compliers at Threshold
7:43 - Key Assumption for Regression Discontinuity Design
10:09 - Implementing an Regression Discontinuity in Practice