Recidivism Prediction, Peer Effect Estimation, and Prediction-Powered Inference with LLM Text Measures
econ.EM, cs.AI, econ.GN, q-fin.EC, stat.ME
Submitted: 2025-09-25
Updated: 2026-09-19
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Embedding Network Autoregression for time series analysis and causal peer effect inference
- BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
- Statistical Inference on Latent Space Models for Network Data
- UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction
- Efficient Estimation of Word Representations in Vector Space
- Large Language Models Are Zero-Shot Text Classifiers
- Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach
Related papers
- SLIM: Stochastic Learning and Inference in Overidentified Models
- High-dimensional censored MIDAS logistic regression for corporate survival forecasting
- Cross-Fitting-Free Debiased Machine Learning with Multiway Dependence
- Can large language models assist choice modelling? Insights into prompting strategies and current models' capabilities
- Causal Inference in Possibly Nonlinear Factor Models
- Mining Causality: AI-Assisted Search for Instrumental Variables