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Vincent Dorie
Vincent Dorie
Code for America
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Title
Cited by
Cited by
Year
A nondegenerate penalized likelihood estimator for variance parameters in multilevel models
Y Chung, S Rabe-Hesketh, V Dorie, A Gelman, J Liu
Psychometrika 78, 685-709, 2013
4592013
Automated versus do-it-yourself methods for causal inference: Lessons learned from a data analysis competition
V Dorie, J Hill, U Shalit, M Scott, D Cervone
3252019
System And Methods For Clustering Large Database of Documents
VJ Dorie, ER Giannella
US Patent App. 12/181,150, 2009
1682009
Weakly informative prior for point estimation of covariance matrices in hierarchical models
Y Chung, A Gelman, S Rabe-Hesketh, J Liu, V Dorie
Journal of Educational and Behavioral Statistics 40 (2), 136-157, 2015
1342015
A flexible, interpretable framework for assessing sensitivity to unmeasured confounding
V Dorie, M Harada, NB Carnegie, J Hill
Statistics in medicine 35 (20), 3453-3470, 2016
1082016
Atlantic causal inference conference (acic) data analysis challenge 2017
PR Hahn, V Dorie, JS Murray
arXiv preprint arXiv:1905.09515, 2019
502019
blme: Bayesian linear mixed-effects models
V Dorie
R package version, 2015
442015
dbarts: discrete Bayesian additive regression trees sampler
V Dorie, H Chipman, R McCulloch, A Dadgar
R package version 0.9-19 3, 30-43, 2020
402020
Package ‘arm’
A Gelman, YS Su, M Yajima, J Hill, MG Pittau, J Kerman, T Zheng, V Dorie, ...
Data analysis using regression and multilevel/hierarchical models, 2015
382015
blme: Bayesian Linear Mixed-Effects Models. R package version 1.0-4
V Dorie
192015
Examining treatment effect heterogeneity using BART
N Carnegie, V Dorie, JL Hill
Observational Studies 5 (2), 52-70, 2019
172019
Meta-analysis of expression and methylation signatures indicates a stress-related epigenetic mechanism in multiple neuropsychiatric disorders
K Zhu, TH Ou Yang, V Dorie, T Zheng, D Anastassiou
Translational psychiatry 9 (1), 32, 2019
162019
A non-degenerate estimator for hierarchical variance parameters via penalized likelihood estimation
Y Chung, S Rabe-Hesketh, V Dorie, A Gelman, J Liu
Psychometrika 78 (4), 685-709, 2013
162013
NPCI: Non-parametrics for causal inference, 2016
V Dorie
URL https://github. com/vdorie/npci, 2016
122016
Non-parametrics for causal inference
V Dorie
122016
arm: Data analysis using regression and multilevel/hierarchical models. R package
A Gelman, YS Su, M Yajima, J Hill, MG Pittau, J Kerman, T Zheng, V Dorie
Version, 2015
92015
Mixed methods for mixed models: Bayesian point estimation and classical uncertainty measures in multilevel models
V Dorie
PhD thesis, Columbia University, 2013
62013
Avoiding boundary estimates in linear mixed models through weakly informative priors. UC Berkeley Division of Biostatistics Working Paper Series
Y Chung, S Rabe-Hesketh, A Gelman, J Liu, V Dorie
Working Paper 284. Available: http://biostats. bepress. com/ucbbiostat/paper284, 2012
62012
Stan and BART for causal inference: Estimating heterogeneous treatment effects using the power of Stan and the flexibility of machine learning
V Dorie, G Perrett, JL Hill, B Goodrich
Entropy 24 (12), 1782, 2022
52022
Package ‘bartcause’
V Dorie, J Hill, MV Dorie
URL: https://cran. r-project. org/web/packages/bartCause/bartCause. pdf, 2020
52020
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