Dustin Tingley

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

Structural Topic Models for Open‐Ended Survey Responses

Margaret E. Roberts, Brandon Stewart, Dustin Tingley et al. · American Journal of Political Science · 2014 · 1.9K citations

Computing, Computer Science, Machine Learning +15

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

<b>stm</b>: An <i>R</i> Package for Structural Topic Models

Margaret E. Roberts, Brandon Stewart, Dustin Tingley · Journal of Statistical Software · 2019 · 1.5K citations · Full text

Computing, Computer Science, Data Science +9