Kosuke Imai

<b>MatchIt</b>: Nonparametric Preprocessing for Parametric Causal Inference

Daniel E. Ho, Kosuke Imai, Gary King et al. · Journal of Statistical Software · 2011 · 4.4K citations · Full text

Public Health, Biostatistics, Causal Inference +13

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

Daniel E. Ho, Kosuke Imai, Gary King et al. · Political Analysis · 2007 · 4.3K citations · Full text

Public Health, Biostatistics, Causal Inference +15

A general approach to causal mediation analysis.

Kosuke Imai, Luke Keele, Dustin Tingley · Psychological Methods · 2010 · 3.9K citations · Full text

Public Health, Biostatistics, Causal Inference +15

Redefine statistical significance

Daniel J. Benjamin, James O. Berger, Magnus Johannesson et al. · Nature Human Behaviour · 2017 · 2.8K citations · Full text

Natural Sciences, Biostatistics, Experimental Design +12

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

Kosuke Imai, Luke Keele, Dustin Tingley et al. · American Political Science Review · 2011 · 1.6K citations · Full text

Social Sciences, Psychology, Causal Inference +15