Using LLMs to Directly Guess Conditional Expectations Can Improve Efficiency in Causal Estimation

Chris Engh, P. M. Aronow

We propose a simple yet effective use of LLM-powered AI tools to improve causal estimation. In double machine learning, the accuracy of causal estimates of the effect of a treatmen…