1 citations · 1 across the 3 of their papers we have counts for
3 papers
econ.EM2026
Limited-Information Estimation of Heterogeneous Agent Models
Laura Liu, Mikkel Plagborg-Møller, Nelson Matthew P. Tan
We develop a method for estimating and testing a single block of a macroeconomic model with heterogeneous agents, without placing assumptions on the structure of the rest of the ec…
econ.EM2025★ 1 cited
Bayesian Double Machine Learning for Causal Inference
Francis J. DiTraglia, Laura Liu
This paper proposes a simple, novel, and fully-Bayesian approach for causal inference in partially linear models with high-dimensional control variables. Off-the-shelf machine lear…
econ.EM2025
Binary Outcome Models with Extreme Covariates: Estimation and Prediction
Laura Liu, Yulong Wang
This paper presents a novel semiparametric method to study the effects of extreme events on binary outcomes and subsequently forecast future outcomes. Our approach, based on Bayes'…