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 | 5131 | 2007 |
MatchIt: Nonparametric preprocessing for parametric causal inference DE Ho, K Imai, G King, E Stuart Journal of Statistical Software 42 (8), 1-28, 2011 | 4527 | 2011 |
A general approach to causal mediation analysis K Imai, L Keele, D Tingley Psychological Methods 15 (4), 309-334, 2010 | 3566 | 2010 |
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 | 3516 | 2014 |
Redefine statistical significance DJ Benjamin, JO Berger, M Johannesson, BA Nosek, EJ Wagenmakers, ... Nature human behaviour 2 (1), 6-10, 2018 | 2756 | 2018 |
Identification, inference and sensitivity analysis for causal mediation effects K Imai, L Keele, T Yamamoto Statistical Science, 51-71, 2010 | 1886 | 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 | 1780 | 2011 |
Covariate balancing propensity score K Imai, M Ratkovic Journal of the Royal Statistical Society, Series B (Statistical Methodology …, 2014 | 1427 | 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 | 1246 | 2008 |
Causal inference with general treatment regimes K Imai, DA Van Dyk Journal of the American Statistical Association 99 (467), 854-866, 2004 | 1140 | 2004 |
Estimating Treatment Effect Heterogeneity in Randomized Program Evaluation K Imai, M Ratkovic Annals of Applied Statistics 7 (1), 443-470, 2013 | 831 | 2013 |
Statistical analysis of list experiments G Blair, K Imai Political Analysis 20 (1), 47-77, 2012 | 727 | 2012 |
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 | 592 | 2021 |
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 | 544 | 2013 |
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 | 511 | 2013 |
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 | 477 | 2008 |
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 | 472 | 2019 |
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 | 459 | 2009 |
Identification and sensitivity analysis for multiple causal mechanisms: revisiting evidence from framing experiments K Imai, T Yamamoto Political Analysis 21 (2), 141-171, 2013 | 440 | 2013 |
Multivariate regression analysis for the item count technique K Imai Journal of the American Statistical Association 106 (494), 407-416, 2011 | 394 | 2011 |