Researcher profile · Semantic Scholar

Joseph Antonelli

h-index: 14
Works: 34
Citations: 635

Most-cited papers

Estimating the Causal Effect of Fine Particulate Matter Levels on Death and Hospitalization: Are Levels Below the Safety Standards Harmful?
Maggie Makar, Joseph Antonelli, Q. Di, David M. Cutler +2 more
2017Epidemiology77 citations Open access
Semantic Scholar
Statistical Workflow for Feature Selection in Human Metabolomics Data
Joseph Antonelli, Brian Claggett, Mir Henglin, Andy Kim +14 more
2019Metabolites72 citations Open access
Semantic Scholar
Doubly Robust Matching Estimators for High Dimensional Confounding Adjustment
Joseph Antonelli, M. Cefalu, N. Palmer, D. Agniel
2016Biometrics57 citations Open access
Semantic Scholar
Causal Inference in high dimensions: A marriage between Bayesian modeling and good frequentist properties
Joseph Antonelli, Georgia Papadogeorgou, F. Dominici
2018Biometrics44 citations Open access
Semantic Scholar
The how and why of Bayesian nonparametric causal inference
A. Linero, Joseph Antonelli
2021WIREs Computational Statistics43 citations Open access
Semantic Scholar
Spike-and-Slab Group Lassos for Grouped Regression and Sparse Generalized Additive Models
Ray Bai, Gemma E. Moran, Joseph Antonelli, Yong Chen +1 more
2019Journal of the American Statistical Association38 citations Open access
Semantic Scholar
Parental Language Input to Children With Hearing Loss: Does It Matter in the End?
S. Nittrouer, Joanna H. Lowenstein, Joseph Antonelli
2019Journal of Speech, Language and Hearing Research35 citations Open access
Semantic Scholar
Estimating the health effects of environmental mixtures using Bayesian semiparametric regression and sparsity inducing priors
Joseph Antonelli, Maitreyi Mazumdar, D. Bellinger, D. Christiani +2 more
2017Annals of Applied Statistics35 citations Open access
Semantic Scholar
High-Dimensional Confounding Adjustment Using Continuous Spike and Slab Priors
Joseph Antonelli, G. Parmigiani, F. Dominici
2017Bayesian Analysis35 citations Open access
Semantic Scholar
All models are wrong, but which are useful? Comparing parametric and nonparametric estimation of causal effects in finite samples
K. Rudolph, Nicholas T. Williams, Caleb H. Miles, Joseph Antonelli +1 more
2022Journal of Causal Inference22 citations Open access
Semantic Scholar
Quantitative Comparison of Statistical Methods for Analyzing Human Metabolomics Data
Mir Henglin, Brian Claggett, Joseph Antonelli, M. Alotaibi +10 more
2017Metabolites21 citations Open access
Semantic Scholar
Multiple exposure distributed lag models with variable selection.
Joseph Antonelli, A. Wilson, B. Coull
2021Biostatistics20 citations Open access
Semantic Scholar
Heterogeneous causal effects of neighbourhood policing in New York City with staggered adoption of the policy
Joseph Antonelli, Brenden Beck
2020Journal of the Royal Statistical Society: Series A (Statistics in Society)17 citations
Semantic Scholar
Guided Bayesian imputation to adjust for confounding when combining heterogeneous data sources in comparative effectiveness research
Joseph Antonelli, C. Zigler, F. Dominici
2017Biostatistics16 citations Open access
Semantic Scholar
A Single Visualization Technique for Displaying Multiple Metabolite–Phenotype Associations
Mir Henglin, T. Niiranen, J. Watrous, K. Lagerborg +9 more
2017Metabolites14 citations Open access
Semantic Scholar
Mitigating Bias in Generalized Linear Mixed Models: The Case for Bayesian Nonparametrics
Joseph Antonelli, L. Trippa, S. Haneuse
2016Statistical Science14 citations Open access
Semantic Scholar
Spatial Multiresolution Analysis of the Effect of PM2.5 on Birth Weights
Joseph Antonelli, J. Schwartz, I. Kloog, B. Coull
2016Annals of Applied Statistics9 citations Open access
Semantic Scholar
Estimation and false discovery control for the analysis of environmental mixtures.
Srijata Samanta, Joseph Antonelli
2021Biostatistics8 citations Open access
Semantic Scholar
Improved inference for doubly robust estimators of heterogeneous treatment effects
Hee-Choon Shin, Joseph Antonelli
2021Biometrics8 citations Open access
Semantic Scholar
Averaging causal estimators in high dimensions
Joseph Antonelli, M. Cefalu
2019Journal of Causal Inference8 citations Open access
Semantic Scholar
Effects of New York City’s Neighborhood Policing Policy
Brenden Beck, Joseph Antonelli, Gabriela Piñeros
2022Police Quarterly7 citations Open access
Semantic Scholar
A Bayesian semiparametric framework for causal inference in high-dimensional data
Joseph Antonelli, F. Dominici
20187 citations
Semantic Scholar
The positive effects of population-based preferential sampling in environmental epidemiology.
Joseph Antonelli, M. Cefalu, L. Bornn
2016Biostatistics7 citations Open access
Semantic Scholar
A Spatial Interference Approach to Account for Mobility in Air Pollution Studies with Multivariate Continuous Treatments
Heeju Shin, D. Braun, K. Irene, M. Audirac +1 more
2023Journal of the American Statistical Association5 citations Open access
Semantic Scholar
Discussion of PENCOMP
Joseph Antonelli, M. Daniels
2019Journal of the American Statistical Association4 citations Open access
Semantic Scholar
Bayesian variable selection for multi-dimensional semiparametric regression models
Joseph Antonelli, Maitreyi Mazumdar, D. Bellinger, D. Christiani +2 more
20173 citations
Semantic Scholar
A synthetic estimator for the efficacy of clinical trials with all-or-nothing compliance
Joseph Antonelli, Bing Han, M. Cefalu
2017Statistics in Medicine3 citations Open access
Semantic Scholar
Statistical Methods and Workflow for Analyzing Human Metabolomics Data.
Joseph Antonelli, Brian Claggett, Mir Henglin, J. Watrous +8 more
20173 citations
Semantic Scholar
Robust inference for geographic regression discontinuity designs: assessing the impact of police precincts
Emmett B. Kendall, Brenden Beck, Joseph Antonelli
20212 citations
Semantic Scholar
Estimating heterogeneous causal effects in time series settings with staggered adoption: An application to neighborhood policing
Joseph Antonelli, Brenden Beck
20202 citations
Semantic Scholar
Bayesian distributed lag interaction models using spike and slab priors
Joseph Antonelli, A. Wilson, B. Coull
2021ISEE Conference Abstracts1 citations Open access
Semantic Scholar
Bayesian Model Averaging in Causal Inference
Joseph Antonelli, F. Dominici
2021Handbook of Bayesian Variable Selection1 citations
Semantic Scholar
Does reducing PM2.5 levels below the Annual National Ambient Air Quality Standards Causally Reduce Deaths and Hospitalizations
F. Dominici, Maggie Makar, Joseph Antonelli, Q. Di +2 more
20160 citations
Semantic Scholar
Statistical Methods for Analyzing Complex Spatial and Missing Data
Joseph Antonelli
20150 citations
Semantic Scholar

J. Watrous

×4

Olga V. Demler×4

Mohit Jain×4

Susan Cheng×4

M. Cefalu×4

Brenden Beck×4

J. Schwartz×3

K. Lagerborg×3