Kosuke Imai
Academic
Totals
Coverage
Positions
Top venues 20 venues
The 8 holding the most of these works; 12 more hold at least one.
Publications per year
Works this academic published in each year, by the year each work appeared; an undated work is in no year, and a work two colleagues wrote counts for each of them. The kind, works and year filters decide which works are here at all.
Citations per year
Citations received in each year, from this academic’s verified Scholar profile, which counts every citation to everything they ever wrote: no publication filter reaches this line - not the kinds, not the works switch, not the year window on publication - and no journal weight either. It is a profile total, so it does not match the works listed below.
Publications 49 works
Every work these filters select, most cited first and the works with no count at the end: a work nobody has a figure for is unknown, never a zero to be ranked among the works that have one, and it prints an em dash. Each figure is that work’s own citations - Scholar’s count where there is one, else OpenAlex’s - and is not weighted.
| Year | Title | Venue | Kind | Citations |
|---|---|---|---|---|
| 2023 | Matching Methods for Causal Inference with Time-Series Cross-Sectional Data | American Journal of Political Science | article | 700 |
| 2024 | Keyword-Assisted Topic Models | American Journal of Political Science | article | 296 |
| 2023 | Sequential Monte Carlo for Sampling Balanced and Compact Redistricting Plans | The Annals of Applied Statistics | article | 106 |
| 2023 | Experimental Evaluation of Algorithm-Assisted Human Decision-Making: Application to Pretrial Risk Assessment Instrument | Journal of the Royal Statistical Society Series A (Statisti… | article | 102 |
| 2023 | Principal Fairness for Human and Algorithmic Decision-Making | Statistical Science | article | 84 |
| 2023 | Widespread Partisan Gerrymandering Mostly Cancels Nationally, but Reduces Electoral Competition | Proceedings of the National Academy of Sciences | article | 78 |
| 2022 | Causal Inference with Spatio-temporal Data: Estimating the Effects of Airstrikes on Insurgent Violence in Iraq | Journal of the Royal Statistical Society Series B (Statisti… | article | 78 |
| 2022 | Addressing Census data problems in race imputation via fully Bayesian Improved Surname Geocoding and name supplements | Science Advances | article | 78 |
| 2024 | Policy Learning with Counterfactual Asymmetric Utilities | Journal of the American Statistical Association | article | 75 |
| 2023 | Experimental Evaluation of Individualized Treatment Rules | Journal of the American Statistical Association | article | 73 |
| 2022 | Simulated redistricting plans for the analysis and evaluation of redistricting in the United States: 50stateSimulations | Scientific Data | article | 68 |
| 2025 | Safe Policy Learning through Extrapolation: Application to Pre-trial Risk Assessment | Journal of the American Statistical Association | article | 65 |
| 2023 | Race and ethnicity data for first, middle, and last names | Scientific Data | article | 61 |
| 2023 | Optimal Covariate Balancing Conditions in Propensity Score Estimation | Journal of Business and Economic Statistics | article | 61 |
| 2025 | Statistical Inference for Heterogeneous Treatment Effects Discovered by Generic Machine Learning in Randomized Experiments | Journal of Business and Economic Statistics | article | 50 |
| 2025 | Does AI help humans make better decisions? A methodological framework for experimental evaluation | Proceedings of the National Academy of Sciences | article | 50 |
| 2025 | Does AI help humans make better decisions? A statistical evaluation framework for experimental and observational studies | Proceedings of the National Academy of Sciences | article | 48 |
| 2022 | Dynamic Stochastic Blockmodel Regression for Social Networks: Application to International Conflicts | Journal of the American Statistical Association | article | 42 |
| 2024 | Evaluating Bias and Noise Induced by the U.S. Census Bureau’s Privacy Protection Methods | Science Advances | article | 41 |
| 2023 | Automated Coding of Political Campaign Advertisement Videos: An Empirical Validation Study | Political Analysis | article | 36 |
| 2024 | Using Machine Learning to Test Causal Hypotheses in Conjoint Analysis | Political Analysis | article | 35 |
| 2025 | Estimating Heterogeneous Causal Effects of High-Dimensional Treatments: Application to Conjoint Analysis | The Annals of Applied Statistics | article | 33 |
| 2025 | Estimating Racial Disparities When Race is Not Observed | Journal of the American Statistical Association | article | 33 |
| 2025 | Priming bias versus post-treatment bias in experimental designs | Political Analysis | article | 28 |
| 2025 | Estimating Average Treatment Effects with Support Vector Machines | Statistics in Medicine | article | 24 |
| 2023 | Statistical Inference and Power Analysis for Direct and Spillover Effects in Two-Stage Randomized Experiments | Biometrics | article | 21 |
| 2023 | Comment: The Essential Role of Policy Evaluation for the 2020 Census Disclosure Avoidance System | Harvard Data Science Review | article | 15 |
| 2025 | Bayesian Safe Policy Learning with Chance Constrained Optimization: Application to Military Security Assessment during the Vietnam War | Journal of the Royal Statistical Society Series A (Statisti… | article | 14 |
| 2024 | Measuring and Modeling Neighborhoods | American Political Science Review | article | 14 |
| 2023 | Making Differential Privacy Work for Census Data Users | Harvard Data Science Review | article | 12 |
| 2022 | Quantitative Social Science: An Introduction in Tidyverse | — | book | 12 |
| 2026 | Redistricting Reforms Reduce Gerrymandering by Constraining Partisan Actors | American Political Science Review | article | 10 |
| 2024 | A Summer Bridge Program for First-Generation Low-Income Students Stretches Academic Ambitions with No Adverse Impacts on GPA | Proceedings of the National Academy of Sciences | article | 8 |
| 2025 | Using AI to Summarize US Presidential Campaign TV Advertisement Videos, 1952-2012 | Scientific Data | article | 6 |
| 2025 | A Statistical Model of Bipartite Networks: Application to Cosponsorship in the United States Senate | Political Analysis | article | 6 |
| 2023 | Researchers need better access to US Census data | Science | article | 4 |
| 2024 | Neyman Meets Causal Machine Learning: Experimental Evaluation of Individualized Treatment Rules | Journal of Causal Inference | article | 3 |
| 2025 | A Comment on: Fisher-Schultz Lecture: Generic Machine Learning Inference on Heterogenous Treatment Effects in Randomized Experiments, with an Application to Im… | Econometrica | article | 2 |
| 2024 | Rejoinder: We Can Improve the Usability of the Census Noisy Measurements File | Harvard Data Science Review | article | 2 |
| 2024 | Census officials must constructively engage with independent evaluations | Proceedings of the National Academy of Sciences | article | 2 |
| 2023 | Authors’ Reply to the Discussion of ‘Experimental Evaluation of Algorithm-Assisted Human Decision-Making: Application to Pretrial Public Safety Assessment’ | Journal of the Royal Statistical Society Series A (Statisti… | article | 0 |
| 2023 | 14th Annual University of Pennsylvania Conference on statistical issues in clinical trials/subgroup analysis in clinical trials: Opportunities and challenges (… | Clinical Trials | article | 0 |
| 2026 | Leveraging generative AI for causal inference with unstructured data | Proceedings of the National Academy of Sciences | article | — |
| 2025 | Nihon wa Data Science Senshinkoku wo Mezase | — | article | — |
| 2022 | Data Analysis for Social Science: A Friendly and Practical Introduction | — | book | — |
| 2022 | Experimental Design and Statistical Inference for Conjoint Analysis: The Essential Role of Population Distribution | Political Analysis | article | — |
| 2022 | Dynamic stochastic blockmodel regression for network data: Application to international militarized conflicts | Journal of the American Statistical Association | article | — |
| — | Ippyo no Kakusa: Algorithm de Kaizen Dekiru | — | article | — |
| — | Gerring, John. 2011. Social Science Methodology: A Criterial Frame work, Cambridge: Cambridge University Press. Gerring, John and Jason Seawright. 2008.“Case-S… | Social Sciences | article | — |