Tingley, Dustin

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

stm : An R Package for Structural Topic Models

Roberts, M. E., Stewart, B. M., & Tingley, D. (2019) · Journal of Statistical Software

Computational and Text Analysis MethodsTopic Modeling

Cited by 1,714

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

“Who are these people?” Evaluating the demographic characteristics and political preferences of MTurk survey respondents

Huff, C., & Tingley, D. (2015) · Research & Politics

Mobile Crowdsensing and CrowdsourcingSurvey Methodology and Nonresponse

Cited by 903

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

Monoamine oxidase A gene (MAOA) predicts behavioral aggression following provocation

McDermott, R., Tingley, D., Cowden, J., Frazzetto, G., & Johnson, D. D. P. (2009) · Proceedings of the National Academy of Sciences

Neurotransmitter Receptor Influence on BehaviorExperimental Behavioral Economics Studies

Cited by 384

Scaling up behavioral science interventions in online education

Kizilcec, R. F., Reich, J., Yeomans, M., Dann, C., Brunskill, E., Lopez, G., Turkay, S., Williams, J. J., & Tingley, D. (2020) · Proceedings of the National Academy of Sciences

Online Learning and AnalyticsOnline and Blended Learning

Cited by 208

Widening Access to Applied Machine Learning with TinyML

Janapa Reddi, V., Plancher, B., Kennedy, S., Moroney, L., Warden, P., Suzuki, L., Agarwal, A., Banbury, C., Banzi, M., Bennett, M., et al. (2022) · Harvard Data Science Review

Online Learning and AnalyticsTeaching and Learning Programming

Cited by 62

The effects of adaptive learning in a massive open online course on learners' skill development

Rosen, Y., Rushkin, I., Rubin, R., Munson, L., Ang, A., Weber, G., Lopez, G., & Tingley, D. (2018) · Proceedings of the Fifth Annual ACM Conference on Learning at Scale

Intelligent Tutoring Systems and Adaptive LearningOnline Learning and Analytics

Cited by 38