Track 16
Causal Inference
Measuring the causal impact of pricing changes: difference-in-differences, synthetic controls, causal forests, and staggered rollout evaluation.
City Rollout Simulator
Roll out surge pricing across 20 cities in waves. Design the rollout order, observe revenue data, and estimate the causal impact using difference-in-differences and synthetic control methods.
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Topics
Measuring Price Impact
Diff-in-diff, synthetic controls, and causal forests
Apply modern causal inference methods to pricing problems, including difference-in-differences, synthetic controls, and causal forests for heterogeneous treatment effects.
City Rollout Simulator
Staggered DiD and synthetic controls
Roll out surge pricing across 20 cities in waves. Design the rollout order, observe revenue data, and estimate the causal impact using difference-in-differences and synthetic control methods.