Kosuke Imai
Academic
Totals
Coverage
Positions
Top venues 30 venues
The 8 holding the most of these works; 22 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 81 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 |
|---|---|---|---|---|
| 2018 | Redefine Statistical Significance | Nature Human Behaviour | article | 3,687 |
| 2021 | On the Use of Two-way Fixed Effects Regression Models for Causal Inference with Panel Data | Political Analysis | article | 1,104 |
| 2023 | Matching Methods for Causal Inference with Time-Series Cross-Sectional Data | American Journal of Political Science | article | 700 |
| 2019 | When Should We Use Unit Fixed Effects Regression Models for Causal Inference with Longitudinal Data? | American Journal of Political Science | article | 698 |
| 2018 | Covariate Balancing Propensity Score for a Continuous Treatment: Application to the Efficacy of Political Advertisements | The Annals of Applied Statistics | article | 526 |
| 2019 | Using a Probabilistic Model to Assist Merging of Large-scale Administrative Records | American Political Science Review | article | 339 |
| 2024 | Keyword-Assisted Topic Models | American Journal of Political Science | article | 296 |
| 2019 | Causal Interaction in Factorial Experiments: Application to Conjoint Analysis | Journal of the American Statistical Association | article | 234 |
| 2021 | Improving the External Validity of Conjoint Analysis: The Essential Role of Profile Distribution | Political Analysis | article | 230 |
| 2021 | The Use of Differential Privacy for Census Data and its Impact on Redistricting: The Case of the 2020 U.S. Census | Science Advances | article | 224 |
| 2017 | Quantitative Social Science: An Introduction | — | book | 183 |
| 2020 | Do Nonpartisan Programmatic Policies Have Partisan Electoral Effects? Evidence from Two Large Scale Randomized Experiments | The Journal of Politics | article | 154 |
| 2020 | Automated Redistricting Simulation Using Markov Chain Monte Carlo | Journal of Computational and Graphical Statistics | article | 142 |
| 2020 | Can Economic Assistance Shape Combatant Support in Wartime? Experimental Evidence from Afghanistan. | American Political Science Review | article | 134 |
| 2020 | Robust Estimation of Causal Effects via High-Dimensional Covariate Balancing Propensity Score | Biometrika | article | 127 |
| 2017 | Can Civilian Attitudes Predict Insurgent Violence? Ideology and Insurgent Tactical Choice in Civil War | Journal of Peace Research | article | 122 |
| 2023 | Sequential Monte Carlo for Sampling Balanced and Compact Redistricting Plans | The Annals of Applied Statistics | article | 106 |
| 2021 | Causal Inference with Interference and Noncompliance in the Two-Stage Randomized Experiments | Journal of the American Statistical Association | article | 105 |
| 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 |
| 2019 | List Experiments with Measurement Error | Political Analysis | article | 93 |
| 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 |
| 2019 | Validating Self-reported Turnout by Linking Public Opinion Surveys with Administrative Records | Public Opinion Quarterly | article | 78 |
| 2024 | Policy Learning with Counterfactual Asymmetric Utilities | Journal of the American Statistical Association | article | 75 |
| 2020 | Propensity-Score Based Methods for Causal Inference in Observational Studies with Non-Binary Treatments | Statistical Methods in Medical Research | 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 |
| 2020 | The Essential Role of Empirical Validation in Legislative Redistricting Simulation | Statistics and Public Policy | article | 55 |
| 2021 | Robustness of Empirical Evidence for the Democratic Peace: A Nonparametric Sensitivity Analysis | International Organization | article | 53 |
| 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 |
| 2020 | Measuring Trade Profile with Granular Product-level Trade Data | American Journal of Political Science | article | 45 |
| 2020 | Sensitive Survey Questions with Auxiliary Information | Sociological Methods & Research | article | 43 |
| 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 |
| 2019 | Comment: The challenges of multiple causes | Journal of the American Statistical Association | article | 27 |
| 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 |
| 2019 | Comment: The Challenges of Multiple Causes | Journal of the American Statistical Association | 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 |
| 2020 | Identification and Sensitivity Analysis of Contagion Effects with Randomized Placebo-Controlled Trials | Journal of the Royal Statistical Society Series A (Statisti… | article | 11 |
| 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 |
| 2018 | A Sensitivity Analysis for Missing Outcomes Due to Truncation-by-Death under the Matched-Pairs Design | Statistics in Medicine | 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 |
| 2017 | A First Course in Quantitative Social Science | — | book | 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 | — |
| 2021 | 抗 V5 抗体を用いてウエスタンブロッティングを行った.[結果] 1) バリアント頻度と in silico 解析: E192K および Q709R は gnomAD および ToMMo には未登録であった. 登録されていた I310T のアレル頻度は … | — | article | — |
| 2020 | Matching Methods for Causal Inference with Time-Series Cross-Sectional Data [R package PanelMatch version 1.0.0] | American Journal of Political Science | article | — |
| 2019 | Weighted Linear Fixed Effects Regression Models for Causal Inference [R package wfe version 1.9.1] | — | article | — |
| 2019 | Package ‘FindIt’ | — | article | — |
| 2018 | The 2014 Redesign of the Survey of Income and Program Participation: An Assessment | — | 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 | — |