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Joseph Antonelli
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Estimating the causal effect of low levels of fine particulate matter on hospitalization
M Makar, J Antonelli, Q Di, D Cutler, J Schwartz, F Dominici
Epidemiology 28 (5), 627-634, 2017
962017
Statistical workflow for feature selection in human metabolomics data
J Antonelli, BL Claggett, M Henglin, A Kim, G Ovsak, N Kim, K Deng, ...
Metabolites 9 (7), 143, 2019
712019
Doubly robust matching estimators for high dimensional confounding adjustment
J Antonelli, M Cefalu, N Palmer, D Agniel
Biometrics 74 (4), 1171-1179, 2018
582018
Spike-and-slab group lassos for grouped regression and sparse generalized additive models
R Bai, GE Moran, JL Antonelli, Y Chen, MR Boland
Journal of the American Statistical Association 117 (537), 184-197, 2022
502022
Parental language input to children with hearing loss: Does it matter in the end?
S Nittrouer, JH Lowenstein, J Antonelli
Journal of Speech, Language, and Hearing Research 63 (1), 234-258, 2020
362020
High-dimensional confounding adjustment using continuous spike and slab priors
J Antonelli, G Parmigiani, F Dominici
Bayesian analysis 14 (3), 805, 2019
362019
Causal inference in high dimensions: a marriage between Bayesian modeling and good frequentist properties
J Antonelli, G Papadogeorgou, F Dominici
Biometrics 78 (1), 100-114, 2022
33*2022
Estimating the health effects of environmental mixtures using Bayesian semiparametric regression and sparsity inducing priors
J Antonelli, M Mazumdar, D Bellinger, D Christiani, R Wright, B Coull
28*2020
Guided Bayesian imputation to adjust for confounding when combining heterogeneous data sources in comparative effectiveness research
J Antonelli, C Zigler, F Dominici
Biostatistics 18 (3), 553-568, 2017
212017
Mitigating bias in generalized linear mixed models: The case for Bayesian nonparametrics
J Antonelli, L Trippa, S Haneuse
Statistical science: a review journal of the Institute of Mathematical …, 2016
152016
A single visualization technique for displaying multiple metabolite–phenotype associations
M Henglin, T Niiranen, JD Watrous, KA Lagerborg, J Antonelli, ...
Metabolites 9 (7), 128, 2019
142019
The how and why of Bayesian nonparametric causal inference
AR Linero, JL Antonelli
Wiley Interdisciplinary Reviews: Computational Statistics 15 (1), e1583, 2023
112023
Heterogeneous causal effects of neighbourhood policing in New York City with staggered adoption of the policy
J Antonelli, B Beck
Journal of the Royal Statistical Society Series A: Statistics in Society 186 …, 2023
10*2023
Quantitative comparison of statistical methods for analyzing human metabolomics data
M Henglin, BL Claggett, J Antonelli, M Alotaibi, GA Magalang, JD Watrous, ...
Metabolites 12 (6), 519, 2022
102022
Averaging causal estimators in high dimensions
J Antonelli, M Cefalu
Journal of Causal Inference 8 (1), 92-107, 2020
82020
Spatial multiresolution analysis of the effect of PM2. 5 on birth weights
J Antonelli, J Schwartz, I Kloog, BA Coull
The annals of applied statistics 11 (2), 792, 2017
82017
Multiple exposure distributed lag models with variable selection
J Antonelli, A Wilson, BA Coull
Biostatistics 25 (1), 1-19, 2024
72024
The positive effects of population-based preferential sampling in environmental epidemiology
J Antonelli, M Cefalu, L Bornn
Biostatistics 17 (4), 764-778, 2016
72016
Effects of New York City’s neighborhood policing policy
B Beck, J Antonelli, G Piņeros
Police Quarterly 25 (4), 470-496, 2022
52022
Statistical Workflow for Feature Selection in Human Metabolomics Data. Metabolites. 9, 143
J Antonelli, BL Claggett, M Henglin, A Kim, G Ovsak, N Kim, K Deng, ...
52019
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