Pre-registration for Predictive Modeling

• https://arxiv.org/abs/2311.18807
  • Statistical Modeling, Causal Inference, and Social Science: Exploring pre-registration for predictive modeling
• Jake M. Hofman, Angelos Chatzimparmpas, Amit Sharma, Duncan J. Watts, Jessica Hullman

Preregistration, Data leakage, Machine learning, Research workflow

See also Kapoor2024REFORMS and Hullman2022worst