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Imai, Kosuke
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ResearcherID: B-7462-2008
URL: http://www.researcherid.com/rid/B-7462-2008
Subject: Mathematical Methods In Social Sciences; Statistics & Probability
ORCID: http://orcid.org/0000-0002-2748-1022
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My URLs: http://imai.princeton.edu
 
 

This list contains papers that I have authored.

publication(s)  
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1.  Title: Matching as nonparametric preprocessing for reducing model dependence in parametric causal inference
 Author(s): HO, DE; IMAI, K; KING, G; et al.
 Source: POLITICAL ANALYSIS Volume: 15 Issue: 3 Pages: 199-236 Published: SUM 2007
 Times Cited: 824
 DOI: 10.1093/pan/mpl013
added
11-Jun-08
2.  Title: A General Approach to Causal Mediation Analysis
 Author(s): Imai, K; Keele, L; Tingley, D
 Source: Psychological Methods Volume: 15 Issue: 4 Pages: 309-334 Published: 2010
 Times Cited: 412
 DOI: 10.1037/a0020761
added
19-Jan-11
3.  Title: Misunderstandings between experimentalists and observationalists about causal inference
 Author(s): IMAI, K; KING, G; STUART, EA
 Source: JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY Volume: 171 Pages: 481-502 Published: 2008
 Times Cited: 230
 DOI: 10.1111/j.1467-985X.2007.00527.x
added
13-Oct-08
4.  Title: Causal inference with general treatment regimes: Generalizing the propensity score
 Author(s): IMAI, K; VAN DYK, DA
 Source: JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION Volume: 99 Issue: 467 Pages: 854-866 Published: SEP 2004
 Times Cited: 217
 DOI: 10.1198/016214504000001187
added
11-Jun-08
5.  Title: Identification, Inference and Sensitivity Analysis for Causal Mediation Effects
 Author(s): Imai, K; Keele, L; Yamamoto, T
 Source: Statistical Science Volume: 25 Issue: 1 Pages: 51-71 Published: 2010
 Times Cited: 209
 DOI: 10.1214/10-STS321
added
05-Sep-10
6.  Title: Unpacking the Black Box of Causality: Learning about Causal Mechanisms from Experimental and Observational Studies
 Author(s): Imai, Kosuke; Keele, Luke; Tingley, Dustin; et al.
 Source: American Political Science Review Volume: 105 Issue: 4 Pages: 765-789 Published: NOV 2011
 Times Cited: 200
 DOI: 10.1017/S0003055411000414
added
11-Jan-12
7.  Title: Toward a Common Framework for Statistical Analysis and Development
 Author(s): IMAI, K; KING, G; LAU, O
 Source: JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS Volume: 17 Issue: 4 Pages: 892-913 Published: DEC 2008
 Times Cited: 104
 DOI: 10.1198/106186008X384898
added
11-Oct-09
8.  Title: Public policy for the poor? A randomised assessment of the Mexican universal health insurance programme
 Author(s): KING, G; GAKIDOU, E; IMAI, K; et al.
 Source: LANCET Volume: 373 Issue: 9673 Pages: 1447-1454 Published: APR-MAY 2009
 Times Cited: 96
 DOI: 10.1016/S0140-6736(09)60239-7
added
08-May-09
9.  Title: MatchIt: Nonparametric Preprocessing for Parametric Causal Inference
 Author(s): Ho, Daniel E.; Imai, Kosuke; King, Gary; et al.
 Source: Journal of Statistical Software Volume: 42 Issue: 8 Published: JUN 2011
 Times Cited: 94
added
08-Aug-11
10.  Title: A Bayesian analysis of the multinomial probit model using marginal data augmentation
 Author(s): IMAI, K; VAN DYK, DA
 Source: JOURNAL OF ECONOMETRICS Volume: 124 Issue: 2 Pages: 311-334 Published: FEB 2005
 Times Cited: 79
 DOI: 10.1016/j.jeconom.2004.02.002
added
11-Jun-08
publication(s)  
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