505 citations · 505 across the 3 of their papers we have counts for
3 papers
stat.ME2025
Large Language Models for Statistical Inference: Context Augmentation with Applications to the Two-Sample Problem and Regression
Marc Ratkovic
We introduce context augmentation, a data-augmentation approach that uses large language models (LLMs) to generate contexts around observed strings as a means of facilitating valid…
stat.ML2017
Estimation and Inference on Nonlinear and Heterogeneous Effects
Marc Ratkovic, Dustin Tingley
Multiple regression has been the go-to method for data analysis for generations of scholars due to its transparency, interpretability, and desirable theoretical properties. However…
stat.AP2013★ 505 cited
Estimating treatment effect heterogeneity in randomized program evaluation
Kosuke Imai, Marc Ratkovic
When evaluating the efficacy of social programs and medical treatments using randomized experiments, the estimated overall average causal effect alone is often of limited value and…