1 citations · 2 across the 3 of their papers we have counts for
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stat.ME2025★ 1 cited
Quantifying and Correcting Measurement Error in LLM-Generated Classifications: A Beta-Binomial Latent Class Model for Correlated Repeated Judgments
Yichi Zhang, Ignacio Martinez
Large language models are increasingly used to classify text at scale. Because their outputs are stochastic, it is common to query a model several times per item and aggregate the…
stat.ME2024★ 1 cited
LongBet: Heterogeneous Treatment Effect Estimation in Panel Data
Meijia Wang, Ignacio Martinez, P. Richard Hahn
This paper introduces a novel approach for estimating heterogeneous treatment effects of binary treatment in panel data, particularly focusing on short panel data with large cross-…
stat.ME2022
Bayesian and Frequentist Inference for Synthetic Controls
Ignacio Martinez, Jaume Vives-i-Bastida
The synthetic control method has become a widely popular tool to estimate causal effects with observational data. Despite this, inference for synthetic control methods remains chal…