When Predictions Become Regressors: A Split-Sample Correction for Biases in Downstream Inference

Nathan Canen, Ted Enamorado

Prediction-based methods, including Large Language Models (LLMs) and other machine learning techniques, are often used to construct measures of political phenomena that are difficu…