Egami, Naoki

1. How to Make Causal Inferences Using Texts
   2018/02/06 by Naoki Egami, Christian Fong, Egami, Naoki +7 · 18 citations
   Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Electoral Systems and Political Participation #FOS: Computer and information sciences #Machine Learning (stat.ML) #Media Influence and Politics #Methodology (stat.ME)
2. Using Imperfect Surrogates for Downstream Inference: Design-based Supervised Learning for Social Science Applications of Large Language Models
   2023/06/07 by Naoki Egami, Egami, Naoki, Brandon Stewart +4 · 10 citations
   Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
3. Covariate Selection for Generalizing Experimental Results: Application to Large-Scale Development Program in Uganda
   2019/09/05 by Egami, Naoki, Hartman, Erin · 2 citations
   #FOS: Computer and information sciences #Methodology (stat.ME)
4. Using Multiple Pre-treatment Periods to Improve Difference-in-Differences and Staggered Adoption Design
   2021/01/30 by Naoki Egami, Egami, Naoki, Soichiro Yamauchi +1 · 2 citations
   Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Applications (stat.AP) #Economic and Environmental Valuation #FOS: Computer and information sciences #Methodology (stat.ME) #Spatial and Panel Data Analysis
5. Identification and Estimation of Causal Peer Effects Using Double Negative Controls for Unmeasured Network Confounding
   2021/09/04 by Naoki Egami, Egami, Naoki, Eric J. Tchetgen Tchetgen +1 · 1 citation
   Mathematics · Social Sciences · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #School Choice and Performance #Social Capital and Networks
6. Beyond Reweighting: On the Predictive Role of Covariate Shift in Effect Generalization
   2024/12/12 by Ying Jin, Naoki Egami, Jin, Ying +3 · 3 citations
   Biochemistry, Genetics and Molecular Biology · #Genetic and phenotypic traits in livestock