| MatchIt: Nonparametric preprocessing for parametric causal inference DE Ho, K Imai, G King, E Stuart Journal of Statistical Software 42 (8), 1-28, 2011 | 6052 | 2011 |
| Matching as nonparametric preprocessing for reducing model dependence in parametric causal inference DE Ho, K Imai, G King, EA Stuart Political analysis 15 (3), 199-236, 2007 | 5755 | 2007 |
| mediation: R package for causal mediation analysis D Tingley, T Yamamoto, K Hirose, L Keele, K Imai Journal of Statistical Software 59 (5), 1-38, 2014 | 4898 | 2014 |
| A general approach to causal mediation analysis K Imai, L Keele, D Tingley Psychological Methods 15 (4), 309-334, 2010 | 4557 | 2010 |
| Redefine statistical significance DJ Benjamin, JO Berger, M Johannesson, BA Nosek, EJ Wagenmakers, ... Nature human behaviour 2 (1), 6-10, 2018 | 3392 | 2018 |
| Identification, inference and sensitivity analysis for causal mediation effects K Imai, L Keele, T Yamamoto Statistical Science, 51-71, 2010 | 2363 | 2010 |
| Unpacking the black box of causality: Learning about causal mechanisms from experimental and observational studies K Imai, L Keele, D Tingley, T Yamamoto American Political Science Review 105 (4), 765-789, 2011 | 2091 | 2011 |
| Covariate balancing propensity score K Imai, M Ratkovic Journal of the Royal Statistical Society, Series B (Statistical Methodology …, 2014 | 1849 | 2014 |
| Misunderstandings between experimentalists and observationalists about causal inference K Imai, G King, EA Stuart Journal of the Royal Statistical Society: Series A (Statistics in Society …, 2008 | 1354 | 2008 |
| Causal inference with general treatment regimes K Imai, DA Van Dyk Journal of the American Statistical Association 99 (467), 854-866, 2004 | 1283 | 2004 |
| On the use of two-way fixed effects regression models for causal inference with panel data K Imai, IS Kim Political Analysis 29 (3), 405-415, 2021 | 953 | 2021 |
| Estimating Treatment Effect Heterogeneity in Randomized Program Evaluation K Imai, M Ratkovic Annals of Applied Statistics 7 (1), 443-470, 2013 | 924 | 2013 |
| Statistical analysis of list experiments G Blair, K Imai Political Analysis 20 (1), 47-77, 2012 | 844 | 2012 |
| Experimental designs for identifying causal mechanisms K Imai, D Tingley, T Yamamoto Journal of the Royal Statistical Society, Series A 176 (1), 5-51, 2013 | 641 | 2013 |
| When Should We Use Linear Fixed Effects Regression Models for Causal Inference with Longitudinal Data? K Imai, IS Kim American Journal of Political Science 63 (2), 467-490, 2019 | 629 | 2019 |
| Explaining support for combatants during wartime: A survey experiment in Afghanistan J Lyall, G Blair, K Imai American Political Science Review 107 (4), 679-705, 2013 | 603 | 2013 |
| Identification and sensitivity analysis for multiple causal mechanisms: revisiting evidence from framing experiments K Imai, T Yamamoto Political Analysis 21 (2), 141-171, 2013 | 549 | 2013 |
| Public policy for the poor? A randomised assessment of the Mexican universal health insurance programme G King, E Gakidou, K Imai, J Lakin, RT Moore, C Nall, N Ravishankar, ... The Lancet 373 (9673), 1447-1454, 2009 | 496 | 2009 |
| Toward a common framework for statistical analysis and development K Imai, G King, O Lau Journal of Computational and Graphical Statistics 17 (4), 892-913, 2008 | 491 | 2008 |
| Covariate balancing propensity score for a continuous treatment: Application to the efficacy of political advertisements C Fong, C Hazlett, K Imai Annals of Applied Statistics 12 (1), 156-177, 2018 | 480 | 2018 |
Gary KingAlbert J Weatherhead III University Professor, Harvard UniversityVerified email at harvard.edu
