Kosuke Imai

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Gary KingAlbert J Weatherhead III University Professor, Harvard UniversityVerifisert e-postadresse på harvard.edu
Teppei YamamotoProfessor, Waseda UniversityVerifisert e-postadresse på waseda.jp
Luke KeeleUniversity of PennsylvaniaVerifisert e-postadresse på uphs.upenn.edu
Dustin TingleyProfessor of Government, Professor of Public Policy, Harvard UniversityVerifisert e-postadresse på g.harvard.edu
Elizabeth A StuartProfessor and Chair of Biostatistics, Mental Health (joint), and Health Policy and Management (jointVerifisert e-postadresse på jhsph.edu
Daniel E. HoStanford UniversityVerifisert e-postadresse på law.stanford.edu
Graeme BlairAssociate Professor of Political Science, UCLAVerifisert e-postadresse på ucla.edu
In Song KimAssociate Professor of Political Science, Massachusetts Institute of TechnologyVerifisert e-postadresse på mit.edu
Jason LyallJames Wright Chair in Transnational Studies and Associate Professor of Government, Dartmouth CollegeVerifisert e-postadresse på dartmouth.edu
David A. van DykProfessor of Statistics, Imperial College LondonVerifisert e-postadresse på imperial.ac.uk
Zhichao JiangSun Yat-sen UniversityVerifisert e-postadresse på mail.sysu.edu.cn
Cory McCartanDepartment of Statistics, Penn State UniversityVerifisert e-postadresse på psu.edu
Clayton NallAssociate Professor of Political Science, UC Santa BarbaraVerifisert e-postadresse på ucsb.edu
Ben FifieldDemography and Survey Science, MetaVerifisert e-postadresse på fb.com
Christian FongUniversity of MichiganVerifisert e-postadresse på umich.edu
Alexander TarrGraduate Student, Princeton UniversityVerifisert e-postadresse på princeton.edu
Jacob N. ShapiroProfessor of Politics and International Affairs, Princeton UniversityVerifisert e-postadresse på princeton.edu
Yang-Yang ZhouAssistant Professor, Dartmouth CollegeVerifisert e-postadresse på dartmouth.edu
Chad HazlettUCLA, Dept. of Statistics, Dept. of Political ScienceVerifisert e-postadresse på ucla.edu
Yang NingCornell UniversityVerifisert e-postadresse på cornell.edu

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Kosuke Imai

Professor of Government and of Statistics, Harvard University

Verifisert e-postadresse på Harvard.Edu - Startside

applied statistics causal inference computational social science quantitative social science political methodology


Tittel Sorter etter sitater Sorter etter år Sorter etter tittel	Sitert av Sitert av	År
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	5386	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	5130	2011
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	4075	2014
A general approach to causal mediation analysis K Imai, L Keele, D Tingley Psychological Methods 15 (4), 309-334, 2010	3901	2010
Redefine statistical significance DJ Benjamin, JO Berger, M Johannesson, BA Nosek, EJ Wagenmakers, ... Nature human behaviour 2 (1), 6-10, 2018	3051	2018
Identification, inference and sensitivity analysis for causal mediation effects K Imai, L Keele, T Yamamoto Statistical Science, 51-71, 2010	2083	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	1918	2011
Covariate balancing propensity score K Imai, M Ratkovic Journal of the Royal Statistical Society, Series B (Statistical Methodology …, 2014	1586	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	1283	2008
Causal inference with general treatment regimes K Imai, DA Van Dyk Journal of the American Statistical Association 99 (467), 854-866, 2004	1198	2004
Estimating Treatment Effect Heterogeneity in Randomized Program Evaluation K Imai, M Ratkovic Annals of Applied Statistics 7 (1), 443-470, 2013	856	2013
Statistical analysis of list experiments G Blair, K Imai Political Analysis 20 (1), 47-77, 2012	768	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	735	2021
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	567	2013
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	554	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	532	2019
Identification and sensitivity analysis for multiple causal mechanisms: revisiting evidence from framing experiments K Imai, T Yamamoto Political Analysis 21 (2), 141-171, 2013	492	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	481	2008
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	465	2009
Matching methods for causal inference with time‐series cross‐sectional data K Imai, IS Kim, EH Wang American Journal of Political Science 67 (3), 587-605, 2023	433	2023

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