Vincent Dorie

A Nondegenerate Penalized Likelihood Estimator for Variance Parameters in Multilevel Models

Yeojin Chung, Sophia Rabe‐Hesketh, Vincent Dorie et al. · Psychometrika · 2013 · 562 citations · Full text

Automated versus Do-It-Yourself Methods for Causal Inference: Lessons Learned from a Data Analysis Competition

Vincent Dorie, Jennifer Hill, Uri Shalit et al. · Statistical Science · 2019 · 242 citations

Weakly Informative Prior for Point Estimation of Covariance Matrices in Hierarchical Models

Yeojin Chung, Andrew Gelman, Sophia Rabe‐Hesketh et al. · Journal of Educational and Behavioral Statistics · 2015 · 122 citations

Bayesian Decision Theory, Engineering, Bayesian Econometrics +20

A flexible, interpretable framework for assessing sensitivity to unmeasured confounding

Vincent Dorie, Masataka Harada, Nicole Bohme Carnegie et al. · Statistics in Medicine · 2016 · 92 citations · Full text

Engineering, Treatment Effect, Quasi-experiment +28

Automated versus do-it-yourself methods for causal inference: Lessons learned from a data analysis competition

Vincent Dorie, Jennifer Hill, Uri Shalit et al. · arXiv (Cornell University) · 2017 · 48 citations · Full text

Engineering, Parametric Assumptions, Quasi-experiment +19