Apply Matching Method in Causal Analysis

with a Real-World Example in Python

Photo by Jan Valečka on Unsplash

Motivation

Randomized experiment is the gold standard to examine causality. However, it’s often the case that we cannot conduct experiments for a variety of practical reasons and have to rely on observational data. Matching is a method used to approximate experimental results to recover the causal effect…