Scoring Rules for Performative Binary Prediction

Understand

We construct a model of expert prediction where predictions can influence the state of the world.

• Under this model, we show through theoretical and numerical results that proper scoring rules can incentivize experts to manipulate the world with their predictions.
• We also construct a simple class of scoring rules that avoids this problem.