Recidivism Prediction, Peer Effect Estimation, and Prediction-Powered Inference with LLM Text Measures

We provide a new framework for estimating peer effects when outcomes are multivariate behavioral measures derived from written text using an LLM and the network formation is endogenous. We obtain LLM embeddings and zero shot classification of more than 200,000 written exchanges among residents of lo