Kosuke Imai

Research interests

Publications

• Matching Methods for Causal Inference with Time‐Series Cross‐Sectional Data

  American Journal of Political Science · 2021 · 10.1111/ajps.12685

• On the Use of Two-Way Fixed Effects Regression Models for Causal Inference with Panel Data

  Political Analysis · 2020 · 10.1017/pan.2020.33

• When Should We Use Unit Fixed Effects Regression Models for Causal Inference with Longitudinal Data?

  American Journal of Political Science · 2019 · 10.1111/ajps.12417

• Covariate balancing propensity score for a continuous treatment: Application to the efficacy of political advertisements

  The Annals of Applied Statistics · 2018 · 10.1214/17-aoas1101

• Redefine statistical significance

  Nature Human Behaviour · 2017 · https://doi.org/10.1038/s41562-017-0189-z

• Misunderstandings About the Regression Discontinuity Design in the Study of Close Elections

  Annual Review of Political Science · 2016 · https://doi.org/10.1146/annurev-polisci-032015-010115

• mediation : R Package for Causal Mediation Analysis

  Journal of Statistical Software · 2014 · https://doi.org/10.18637/jss.v059.i05

• Identification and Sensitivity Analysis for Multiple Causal Mechanisms: Revisiting Evidence from Framing Experiments

  Political Analysis · 2013 · 10.1093/pan/mps040

• Covariate Balancing Propensity Score

  Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2013 · 10.1111/rssb.12027

• Explaining Support for Combatants during Wartime: A Survey Experiment in Afghanistan

  American Political Science Review · 2013 · 10.1017/s0003055413000403

• Estimating treatment effect heterogeneity in randomized program evaluation

  The Annals of Applied Statistics · 2013 · 10.1214/12-aoas593

• Statistical Analysis of List Experiments

  Political Analysis · 2012 · 10.1093/pan/mpr048

• Experimental Designs for Identifying Causal Mechanisms

  Journal of the Royal Statistical Society Series A (Statistics in Society) · 2012 · 10.1111/j.1467-985x.2012.01032.x

• MatchIt : Nonparametric Preprocessing for Parametric Causal Inference

  Journal of Statistical Software · 2011 · https://doi.org/10.18637/jss.v042.i08

• Multivariate Regression Analysis for the Item Count Technique

  Journal of the American Statistical Association · 2011 · 10.1198/jasa.2011.ap10415

• Unpacking the Black Box of Causality: Learning about Causal Mechanisms from Experimental and Observational Studies

  American Political Science Review · 2011 · 10.1017/s0003055411000414

• A general approach to causal mediation analysis.

  Psychological Methods · 2010 · https://doi.org/10.1037/a0020761

• The Essential Role of Pair Matching in Cluster-Randomized Experiments, with Application to the Mexican Universal Health Insurance Evaluation

  Statistical Science · 2009 · 10.1214/08-sts274

• Public policy for the poor? A randomised assessment of the Mexican universal health insurance programme

  The Lancet · 2009 · 10.1016/s0140-6736(09)60239-7

• Causal Mediation Analysis Using R

  Lecture notes in statistics · 2009 · 10.1007/978-1-4419-1764-5_8

• Toward a Common Framework for Statistical Analysis and Development

  Journal of Computational and Graphical Statistics · 2008 · 10.1198/106186008x384898

• Identification, Inference, and Sensitivity Analysis for Causal Mediation Effects

  · 2008

• Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference

  Political Analysis · 2007 · https://doi.org/10.1093/pan/mpl013

• Zelig: Everyone's Statistical Software

  · 2006

• MatchIt: Nonparametric Preprocessing for Parametric Causal Inference

  · 2005 · 10.32614/cran.package.matchit

• Causal Inference With General Treatment Regimes

  Journal of the American Statistical Association · 2004 · 10.1198/016214504000001187

Current projects

No projects listed.