Module 3, Part 2: Regression Discontinuity Design

In Part 2 of this module, we’ll begin implementing an RD with simulated data. We’ll discuss the basics of the RD identification strategy, its implementation, and some details including bin and bandwidth selection.

Objectives

  • Describe the intuition underlying the RD identification strategy
  • Implement an RD strategy with simulated data
  • Explain optimal bandwidth and bin width selection

Activities

  • Clone the Medicare Advantage repository (if you haven’t already) and begin working with data
  • Implement RD design with simulated data in R

Slides

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