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2026 Leveraging generative AI for causal inference with unstructured data Kosuke Imai · Proceedings of the National Academy of Sciences · Scholar only 2026 Redistricting Reforms Reduce Gerrymandering by Constraining Partisan Actors Kosuke Imai · American Political Science Review 10 2026 Weakening the Voting Rights Act reduces minority representation and electoral competition Kosuke Imai · Scholar only 2025 A Comment on: Fisher-Schultz Lecture: Generic Machine Learning Inference on Heterogenous Treatment Effects in Randomized Experiments, with an Application to Immunization in India Kosuke Imai · Econometrica 2 2025 A Statistical Model of Bipartite Networks: Application to Cosponsorship in the United States Senate Kosuke Imai · Political Analysis 6 2025 Bayesian Safe Policy Learning with Chance Constrained Optimization: Application to Military Security Assessment during the Vietnam War Kosuke Imai · Journal of the Royal Statistical Society Series A: Statistics in Society 14 2025 Does AI help humans make better decisions? A methodological framework for experimental evaluation Kosuke Imai · Proceedings of the National Academy of Sciences 50 2025 Does AI help humans make better decisions? A statistical evaluation framework for experimental and observational studies Kosuke Imai · Proceedings of the National Academy of Sciences · Scholar only 48 2025 Estimating Average Treatment Effects with Support Vector Machines Kosuke Imai · Statistics in Medicine 24 2025 Estimating Heterogeneous Causal Effects of High-Dimensional Treatments: Application to Conjoint Analysis Kosuke Imai · The Annals of Applied Statistics 33 2025 Estimating Racial Disparities When Race is Not Observed Kosuke Imai · Journal of the American Statistical Association 33 2025 Nihon wa Data Science Senshinkoku wo Mezase Kosuke Imai · Kagaku 2025 Online Supplementary Materials for “Bayesian Safe Policy Learning with Chance Constrained Optimization: Application to Military Security Assessment during the Vietnam War … Kosuke Imai · Scholar only 2025 Priming bias versus post-treatment bias in experimental designs Kosuke Imai · Political Analysis 28 2025 Safe Policy Learning through Extrapolation: Application to Pre-trial Risk Assessment Kosuke Imai · Journal of the American Statistical Association 65 2025 Statistical Inference for Heterogeneous Treatment Effects Discovered by Generic Machine Learning in Randomized Experiments Kosuke Imai · Journal of Business & Economic Statistics 50 2025 Uncovering Causal Mechanisms Mediation Analysis and Surrogate Indices Kosuke Imai · Scholar only 2025 Using AI to Summarize US Presidential Campaign TV Advertisement Videos, 1952-2012 Kosuke Imai · Scientific Data 6 2024 A Summer Bridge Program for First-Generation Low-Income Students Stretches Academic Ambitions with No Adverse Impacts on GPA Kosuke Imai · Proceedings of the National Academy of Sciences 8 2024 Census officials must constructively engage with independent evaluations Kosuke Imai · Proceedings of the National Academy of Sciences 2 2024 Estimating Racial Disparities with Unobserved Race Using Surname Geocoding and Instrumental Regression Kosuke Imai · Scholar only 2024 Evaluating Bias and Noise Induced by the U.S. Census Bureau’s Privacy Protection Methods Kosuke Imai · Science Advances 41 2024 Evaluating pricing health insurance in lower-income countries: A field experiment in India Kosuke Imai · CEPR Press · Scholar only · needs review 12 2024 Keyword-Assisted Topic Models Kosuke Imai · American Journal of Political Science 296 2024 Measuring and Modeling Neighborhoods Kosuke Imai · American Political Science Review 14 2024 Neyman Meets Causal Machine Learning: Experimental Evaluation of Individualized Treatment Rules Kosuke Imai · Journal of Causal Inference 3 2024 Policy Learning with Counterfactual Asymmetric Utilities Kosuke Imai · Journal of the American Statistical Association 75 2024 Rejoinder: We Can Improve the Usability of the Census Noisy Measurements File Kosuke Imai · Harvard Data Science Review 2 2024 Using Machine Learning to Test Causal Hypotheses in Conjoint Analysis Kosuke Imai · Political Analysis 35 2023 14th Annual University of Pennsylvania Conference on statistical issues in clinical trials/subgroup analysis in clinical trials: Opportunities and challenges (afternoon panel discussion) Kosuke Imai · Clinical Trials 0 2023 Appendices to “Sequential Monte Carlo for Sampling Balanced and Compact Redistricting Plans” Kosuke Imai · Scholar only 2023 Authors’ Reply to the Discussion of ‘Experimental Evaluation of Algorithm-Assisted Human Decision-Making: Application to Pretrial Public Safety Assessment’ Kosuke Imai · Journal of the Royal Statistical Society Series A: Statistics in Society 0 2023 Automated Coding of Political Campaign Advertisement Videos: An Empirical Validation Study Kosuke Imai · Political Analysis 36 2023 Comment: The Essential Role of Policy Evaluation for the 2020 Census Disclosure Avoidance System Kosuke Imai · Harvard Data Science Review 15 2023 Experimental Evaluation of Algorithm-Assisted Human Decision-Making: Application to Pretrial Risk Assessment Instrument Kosuke Imai · Journal of the Royal Statistical Society Series A: Statistics in Society 102 2023 Experimental Evaluation of Individualized Treatment Rules Kosuke Imai · Journal of the American Statistical Association 73 2023 Making Differential Privacy Work for Census Data Users Kosuke Imai · Harvard Data Science Review 12 2023 Matching Methods for Causal Inference with Time-Series Cross-Sectional Data Kosuke Imai · American Journal of Political Science · needs review 700 2023 Optimal Covariate Balancing Conditions in Propensity Score Estimation Kosuke Imai · Journal of Business and Economic Statistics 61 2023 Principal Fairness for Human and Algorithmic Decision-Making Kosuke Imai · Statistical Science 84 2023 Race and ethnicity data for first, middle, and last names Kosuke Imai · Scientific Data 61 2023 Reply to the discussants of “Experimental Evaluation of Algorithm-Assisted Human Decision-Making: Application to Pretrial Public Safety Assessment.” Journal of the Royal … Kosuke Imai · Scholar only 2023 Researchers need better access to US Census data Kosuke Imai · Science 4 2023 Sequential Monte Carlo for Sampling Balanced and Compact Redistricting Plans Kosuke Imai · The Annals of Applied Statistics 106 2023 Statistical Inference and Power Analysis for Direct and Spillover Effects in Two-Stage Randomized Experiments Kosuke Imai · Biometrics 21 2023 Widespread Partisan Gerrymandering Mostly Cancels Nationally, but Reduces Electoral Competition Kosuke Imai · Proceedings of the National Academy of Sciences 78 2022 Addressing Census data problems in race imputation via fully Bayesian Improved Surname Geocoding and name supplements Kosuke Imai · Science Advances 78 2022 Causal Diagrams and Social Science Research Kosuke Imai · Probabilistic and Causal Inference 3 2022 Causal Inference with Spatio-temporal Data: Estimating the Effects of Airstrikes on Insurgent Violence in Iraq Kosuke Imai · Journal of the Royal Statistical Society Series B: Statistical Methodology 78 2022 Data Analysis for Social Science: A Friendly and Practical Introduction Kosuke Imai · Princeton University Press
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2026 · article · journal

Leveraging generative AI for causal inference with unstructured data

Proceedings of the National Academy of Sciences · Kosuke Imai

in OpenAlex on Scholar
noneScholar citations
0OpenAlex citations

From the CV

Not in the CV.

DOI
10.1073/pnas.2530532123
OpenAlex
W7207852525

Where each field came from

FieldCVOpenAlexScholar
title Leveraging generative AI for causal inference with unstructured data (used)Leveraging generative AI for causal inference with unstructured data
year 2026 (used)2026
venue Proceedings of the National Academy of Sciences (used)Proceedings of the National Academy of Sciences
kind article (used)other
DOI 10.1073/pnas.2530532123 (used)
first author Imai (used)Imai

The value in bold is the one the record uses.

How the records were joined

  • fingerprint merged · 1.00 · Run 17