Imai, Kosuke

MatchIt : Nonparametric Preprocessing for Parametric Causal Inference

Ho, D. E., Imai, K., King, G., & Stuart, E. A. (2011) · Journal of Statistical Software

Advanced Causal Inference TechniquesData Analysis with R

Cited by 4,385

A general approach to causal mediation analysis.

Imai, K., Keele, L., & Tingley, D. (2010) · Psychological Methods

Advanced Causal Inference TechniquesStatistical Methods and Bayesian Inference

Cited by 4,143

Redefine statistical significance

Benjamin, D. J., Berger, J. O., Johannesson, M., Nosek, B. A., Wagenmakers, E.-J., Berk, R., Bollen, K. A., Brembs, B., Brown, L., Camerer, C., et al. (2017) · Nature Human Behaviour

Meta-analysis and systematic reviewsStatistical Methods in Clinical Trials

Cited by 2,772

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

IMAI, K., KEELE, L., TINGLEY, D., & YAMAMOTO, T. (2011) · American Political Science Review

Advanced Causal Inference TechniquesQualitative Comparative Analysis Research

Cited by 1,537

Statistical Analysis of List Experiments

Blair, G., & Imai, K. (2012) · Political Analysis

Survey Sampling and Estimation TechniquesSurvey Methodology and Nonresponse

Cited by 639

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

Imai, K., & Kim, I. S. (2021) · Political Analysis

Advanced Causal Inference TechniquesSpatial and Panel Data Analysis

Cited by 623

Experimental Designs for Identifying Causal Mechanisms

Imai, K., Tingley, D., & Yamamoto, T. (2013) · Journal of the Royal Statistical Society Series A: Statistics in Society

Advanced Causal Inference TechniquesPhilosophy of Biology and Scientific Explanation

Cited by 408

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

Imai, K., Kim, I. S., & Wang, E. H. (2023) · American Journal of Political Science

Advanced Causal Inference TechniquesSpatial and Panel Data Analysis

Cited by 349

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

Fong, C., Hazlett, C., & Imai, K. (2018) · The Annals of Applied Statistics

Advanced Causal Inference TechniquesStatistical Methods and Inference

Cited by 315