Joseph Antonelli
机构: Assistant Professor of Statistics, University of Florida
每年引用次数
引用次数
引用: 597
H-指数: 12
I10-指数 : 14
出版物: 38
Statistical Methods for Analyzing Complex Spatial and Missing Data
Joseph Antonelli
2015
Discussion of PENCOMP
Joseph Antonelli , Michael J. Daniels
Journal of the American Statistical Association 114 ( 525) 24 -27
1
2019
The positive effects of population-based preferential sampling in environmental epidemiology.
Joseph Antonelli , Matthew Cefalu , Luke Bornn
Biostatistics 17 ( 4) 764 -778
2
2016
Guided Bayesian imputation to adjust for confounding when combining heterogeneous data sources in comparative effectiveness research
Joseph Antonelli , Corwin Zigler , Francesca Dominici
Biostatistics 18 ( 3) 553 -568
6
2017
Mitigating Bias in Generalized Linear Mixed Models: The Case for Bayesian Nonparametrics.
Joseph Antonelli , Lorenzo Trippa , Sebastien Haneuse
Statistical Science 31 ( 1) 80 -95
5
2016
Causal inference in high dimensions: A marriage between Bayesian modeling and good frequentist properties.
Joseph Antonelli , Georgia Papadogeorgou , Francesca Dominici
Biometrics
19
2020
Doubly robust matching estimators for high dimensional confounding adjustment
Joseph Antonelli , Matthew Cefalu , Nathan Palmer , Denis Agniel
Biometrics 74 ( 4) 1171 -1179
15
2018
A synthetic estimator for the efficacy of clinical trials with all-or-nothing compliance.
Joseph Antonelli , Bing Han , Matthew Cefalu
Statistics in Medicine 36 ( 29) 4604 -4615
4
2017
Averaging causal estimators in high dimensions
Joseph Antonelli , Matthew Cefalu
Journal of Causal Inference 8 ( 1) 92 -107
4
2020
High-Dimensional Confounding Adjustment Using Continuous Spike and Slab Priors.
Joseph Antonelli , Giovanni Parmigiani , Francesca Dominici
Bayesian Analysis 14 ( 3) 805 -828
17
2019
Parental Language Input to Children With Hearing Loss: Does It Matter in the End?
Susan Nittrouer , Joanna H. Lowenstein , Joseph Antonelli
Journal of Speech Language and Hearing Research 63 ( 1) 234 -258
3
2020
A Single Visualization Technique for Displaying Multiple Metabolite-Phenotype Associations
Mir Henglin , Teemu Niiranen , Jeramie D. Watrous , Kim A. Lagerborg
Metabolites 9 ( 7) 128 -128
6
2019
Estimating the health effects of environmental mixtures using Bayesian semiparametric regression and sparsity inducing priors
Joseph Antonelli , Maitreyi Mazumdar , David Bellinger , David Christiani
The Annals of Applied Statistics 14 ( 1) 257 -275
8
2020
Estimating the Causal Effect of Low Levels of Fine Particulate Matter on Hospitalization.
Maggie Makar , Joseph Antonelli , Qian Di , David Cutler
Epidemiology 28 ( 5) 627 -634
41
2017
Quantitative comparison of statistical methods for analyzing human metabolomics data
Mir Henglin , Brian L Claggett , Joseph Antonelli , Mona Alotaibi
Metabolites 12 ( 6) 519 -519
11
2022
Quantitative comparison of statistical methods for analyzing human metabolomics data
Brian L Claggett , Joseph Antonelli , Mir Henglin , Jeramie D Watrous
arXiv preprint arXiv:1710.03443
4
2017
Spatial multiresolution analysis of the effect of PM2. 5 on birth weights
Joseph Antonelli , Joel Schwartz , Itai Kloog , Brent A Coull
The annals of applied statistics 11 ( 2) 792 -792
8
2017
Treatment Effect Heterogeneity and Importance Measures for Multivariate Continuous Treatments
Heejun Shin , Antonio Linero , Michelle Audirac , Kezia Irene
arXiv preprint arXiv:2404.09126
2024
All models are wrong, but which are useful? Comparing parametric and nonparametric estimation of causal effects in finite samples
Kara E Rudolph , Nicholas T Williams , Caleb H Miles , Joseph Antonelli
Journal of Causal Inference 11 ( 1) 20230022 -20230022
6
2023
Bayesian model averaging in causal inference
Joseph Antonelli , Francesca Dominici
Chapman and Hall/CRC 201 -226
2
2021