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Your Environment. Your Health.

Who We Fund: Publications associated with Application Of Technology To Disease - Statistics / Statistical Methods/Development

These search results have not been confirmed by NIEHS and are therefore, not official. They are to be used only for general information and to inform the public and grantees on the breadth of research funded by NIEHS.

Viewing 174 publications
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Publication Title Authors Grant Number(s) Journal (Pub date) PubMed Link Pub Year
A Bayesian Multi-Outcome Analysis of Fine Particulate Matter and Cardiorespiratory Hospitalizations.   Thomas, Emma G; Braun, Danielle; Kioumourtzoglou, Marianthi-Anna; Trippa, Lorenzo; Wasfy, Jason ... R01ES026217, R01ES028033, R01ES030616 Epidemiology (2022 03 01) 35104259 Exiting the NIEHS site 2022 
A Spatiotemporal Analytical Outlook of the Exposure to Air Pollution and COVID-19 Mortality in the U ...   Chakraborty, Sounak; Dey, Tanujit; Jun, Yoonbae; Lim, Chae Young; Mukherjee, Anish; Dominici, ... P30ES000002, R01ES026217, R01ES028033 J Agric Biol Environ Stat (2022) 35106052 Exiting the NIEHS site 2022 
Acute association between heatwaves and stillbirth in six US states.   Richards, Megan; Huang, Mengjiao; Strickland, Matthew J; Newman, Andrew J; Warren, Joshua L; D' ... R01ES028346 Environ Health (2022 06 16) 35710419 Exiting the NIEHS site 2022 
Air pollution exposure disparities across US population and income groups.   Jbaily, Abdulrahman; Zhou, Xiaodan; Liu, Jie; Lee, Ting-Hwan; Kamareddine, Leila; Verguet, Sté ... R01ES026217, R01ES028033, R01ES029950, R01ES029950, R01ES030616 Nature (2022 01) 35022594 Exiting the NIEHS site 2022 
Application of an Improved Gas-constrained Source Apportionment Method Using Data Fused Fields: a Ca ...   Huang, Ran; Li, Zongrun; Ivey, Cesunica E; Zhai, Xinxin; Shi, Guoliang; Mulholland, James A; D ... R01ES027892 Atmos Environ (1994) (2022 May 01) 35814352 Exiting the NIEHS site 2022 
Assessing Exposures from the Deepwater Horizon Oil Spill Response and Clean-up.   Stewart, Patricia; Groth, Caroline P; Huynh, Tran B; Gorman Ng, Melanie; Pratt, Gregory C; Arno ... R01ES027027, R01ES030210 Ann Work Expo Health (2022 04 07) 35390131 Exiting the NIEHS site 2022 
Assessing variability of aerosols generated from e-Cigarettes.   Das, Darpan; Alam El Din, Sarah-Marie; Pulczinski, Jairus; Mihalic, Jana N; Chen, Rui; Bressler ... R01ES030210, T32ES007141 Inhal Toxicol (2022) 35275758 Exiting the NIEHS site 2022 
Bayesian data fusion: Probabilistic sensitivity analysis for unmeasured confounding using informativ ...   Comment, Leah; Coull, Brent A; Zigler, Corwin; Valeri, Linda P30ES000002, R01ES026217, T32ES007142 Biometrics (2022 06) 33527348 Exiting the NIEHS site 2022 
Causal inference in high dimensions: A marriage between Bayesian modeling and good frequentist prope ...   Antonelli, Joseph; Papadogeorgou, Georgia; Dominici, Francesca P30ES000002, R01ES026217, R01ES028033, T32ES007142 Biometrics (2022 03) 33349923 Exiting the NIEHS site 2022 
COMPOSITE MIXTURE OF LOG-LINEAR MODELS WITH APPLICATION TO PSYCHIATRIC STUDIES.   Aliverti, Emanuele; Dunson, David B R01ES027498 Ann Appl Stat (2022 Jun) 35813556 Exiting the NIEHS site 2022 
Delay in the Effect of Restricting Community Mobility on the Spread of COVID-19 During the First Wav ...   He, Shan; Lee, Jooyoung; Langworthy, Benjamin; Xin, Junyi; James, Peter; Yang, Yang; Wang, Mo ... R01ES026246 Open Forum Infect Dis (2022 Jan) 34988255 Exiting the NIEHS site 2022 
Effect modification by sex for associations of fine particulate matter (PM2.5) with cardiovascular m ...   Heo, Seulkee; Son, Ji-Young; Lim, Chris C; Fong, Kelvin C; Choi, Hayon Michelle; Hernandez-Rami ... R01ES026246 Environ Res Lett (2022 May) 35662857 Exiting the NIEHS site 2022 
Estimates of Inhalation Exposures among Land Workers during the Deepwater Horizon Oil Spill Clean-up ...   Huynh, Tran B; Groth, Caroline P; Ramachandran, Gurumurthy; Banerjee, Sudipto; Stenzel, Mark; B ... R01ES027027, R01ES030210 Ann Work Expo Health (2022 04 07) 34368831 Exiting the NIEHS site 2022 
Estimates of Inhalation Exposures to Oil-Related Components on the Supporting Vessels During the Dee ...   Huynh, Tran B; Groth, Caroline P; Ramachandran, Gurumurthy; Banerjee, Sudipto; Stenzel, Mark; B ... R01ES027027, R01ES030210 Ann Work Expo Health (2022 04 07) 33791771 Exiting the NIEHS site 2022 
Estimates of Occupational Inhalation Exposures to Six Oil-Related Compounds on the Four Rig Vessels ...   Huynh, Tran B; Groth, Caroline P; Ramachandran, Gurumurthy; Banerjee, Sudipto; Stenzel, Mark; Q ... R01ES027027, R01ES030210 Ann Work Expo Health (2022 04 07) 33009797 Exiting the NIEHS site 2022 
Estimating Heat-Related Exposures and Urban Heat Island Impacts: A Case Study for the 2012 Chicago H ...   Chen, Kaiyu; Newman, Andrew J; Huang, Mengjiao; Coon, Colton; Darrow, Lyndsey A; Strickland, M ... R01ES028346 Geohealth (2022 Jan) 35079670 Exiting the NIEHS site 2022 
Exposure Assessment Techniques Applied to the Highly Censored Deepwater Horizon Gulf Oil Spill Perso ...   Stenzel, Mark R; Groth, Caroline P; Banerjee, Sudipto; Ramachandran, Gurumurthy; Kwok, Richard ... R01ES027027, R01ES030210 Ann Work Expo Health (2022 04 07) 34417597 Exiting the NIEHS site 2022 
Fine Particulate Matter and Lung Function among Burning-Exposed Deepwater Horizon Oil Spill Workers.   Chen, Dazhe; Lawrence, Kaitlyn G; Pratt, Gregory C; Stenzel, Mark R; Stewart, Patricia A; Groth ... R01ES027027, R01ES030210 Environ Health Perspect (2022 Feb) 35103485 Exiting the NIEHS site 2022 
Hierarchical multivariate directed acyclic graph autoregressive models for spatial diseases mapping.   Gao, Leiwen; Datta, Abhirup; Banerjee, Sudipto R01ES027027, R01ES030210 Stat Med (2022 07 20) 35708210 Exiting the NIEHS site 2022 
Highly Scalable Bayesian Geostatistical Modeling via Meshed Gaussian Processes on Partitioned Domain ...   Peruzzi, Michele; Banerjee, Sudipto; Finley, Andrew O R01ES027027, R01ES028804, R01ES030210 J Am Stat Assoc (2022) 35935897 Exiting the NIEHS site 2022 
Insights from Application of a Hierarchical Spatio-Temporal Model to an Intensive Urban Black Carbon ...   Wai, Travis Hee; Apte, Joshua S; Harris, Maria H; Kirchstetter, Thomas W; Portier, Christopher ... R01ES026246 Atmos Environ (1994) (2022 May 15) 35462958 Exiting the NIEHS site 2022 
Linear Relationships Between Total Hydrocarbons and Benzene, Toluene, Ethylbenzene, Xylene, and n-He ...   Groth, Caroline P; Huynh, Tran B; Banerjee, Sudipto; Ramachandran, Gurumurthy; Stewart, Patrici ... R01ES027027, R01ES030210 Ann Work Expo Health (2022 04 07) 34473212 Exiting the NIEHS site 2022 
Longitudinal associations of pre-pregnancy BMI and gestational weight gain with maternal urinary met ...   Long, Sara E; Jacobson, Melanie H; Wang, Yuyan; Liu, Mengling; Afanasyeva, Yelena; Sumner, Sus ... R01ES032808 Int J Obes (Lond) (2022 07) 35411100 Exiting the NIEHS site 2022 
Methods for the Analysis of 26 Million VOC Area Measurements during the Deepwater Horizon Oil Spill ...   Groth, Caroline P; Banerjee, Sudipto; Ramachandran, Gurumurthy; Stewart, Patricia A; Sandler, D ... R01ES027027, R01ES030210 Ann Work Expo Health (2022 04 07) 34184747 Exiting the NIEHS site 2022 
Modeled Air Pollution from In Situ Burning and Flaring of Oil and Gas Released Following the Deepwat ...   Pratt, Gregory C; Stenzel, Mark R; Kwok, Richard K; Groth, Caroline P; Banerjee, Sudipto; Arnol ... R01ES027027, R01ES030210 Ann Work Expo Health (2022 04 07) 32936300 Exiting the NIEHS site 2022 
MULTIVARIATE MIXED MEMBERSHIP MODELING: INFERRING DOMAIN-SPECIFIC RISK PROFILES.   Russo, Massimiliano; Singer, Burton H; Dunson, David B R01ES027498, R01ES028804 Ann Appl Stat (2022 Mar) 35757598 Exiting the NIEHS site 2022 
Neighborhood disparities in COVID-19 outcomes in New York city over the first two waves of the outbr ...   Zhong, Xiaobo; Zhou, Ziqi; Li, Guohua; Kwizera, Muhire H; Muennig, Peter; Chen, Qixuan R21ES029668 Ann Epidemiol (2022 06) 35487451 Exiting the NIEHS site 2022 
Nonparametric spectral methdods for multivariate spatial and spatial-temporal data.   Guinness, Joseph R01ES027892 J Multivar Anal (2022 Jan) 34955568 Exiting the NIEHS site 2022 
Semiparametric distributed lag quantile regression for modeling time-dependent exposure mixtures.   Wang, Yuyan; Ghassabian, Akhgar; Gu, Bo; Afanasyeva, Yelena; Li, Yiwei; Trasande, Leonardo; Li ... R01ES032808 Biometrics (2022 May 25) 35612351 Exiting the NIEHS site 2022 
Spatial factor modeling: A Bayesian matrix-normal approach for misaligned data.   Zhang, Lu; Banerjee, Sudipto R01ES027027, R01ES030210 Biometrics (2022 06) 33704776 Exiting the NIEHS site 2022 
Spatial Multivariate Trees for Big Data Bayesian Regression.   Peruzzi, Michele; Dunson, David B R01ES027498, R01ES028804 J Mach Learn Res (2022) 35891979 Exiting the NIEHS site 2022 
Using Real-Time Area VOC Measurements to Estimate Total Hydrocarbons Exposures to Workers Involved i ...   Ramachandran, Gurumurthy; Groth, Caroline P; Huynh, Tran B; Banerjee, Sudipto; Stewart, Patrici ... R01ES027027, R01ES030210 Ann Work Expo Health (2022 04 07) 34516617 Exiting the NIEHS site 2022 
Acute associations between heatwaves and preterm and early-term birth in 50 US metropolitan areas: a ...   Huang, Mengjiao; Strickland, Matthew J; Richards, Megan; Holmes, Heather A; Newman, Andrew J; G ... R01ES028346 Environ Health (2021 04 23) 33892728 Exiting the NIEHS site 2021 
Approximating posteriors with high-dimensional nuisance parameters via integrated rotated Gaussian a ...   VAN DEN Boom, W; Reeves, G; Dunson, D B R01ES027498, R01ES028804 Biometrika (2021 Jun) 35747172 Exiting the NIEHS site 2021 
Association between county-level coal-fired power plant pollution and racial disparities in preterm ...   Daouda, Misbath; Henneman, Lucas; Kioumourtzoglou, Marianthi-Anna; Gemmill, Alison; Zigler, Cor ... P30ES000002, P30ES009089, R00ES027023, R00ES027023, R01ES026217, R01ES029943, R01ES029943 Environ Res Lett (2021 Mar) 34531925 Exiting the NIEHS site 2021 
Bayesian Distance Clustering.   Duan, Leo L; Dunson, David B R01ES027498, R01ES028804 J Mach Learn Res (2021 Jan-Dec) 35782785 Exiting the NIEHS site 2021 
BAYESIAN JOINT MODELING OF CHEMICAL STRUCTURE AND DOSE RESPONSE CURVES.   Moran, Kelly R; Dunson, David; Wheeler, Matthew W; Herring, Amy H R01ES027498, R01ES028804 Ann Appl Stat (2021 Sep) 35765365 Exiting the NIEHS site 2021 
Bayesian Spatial Modeling for Housing Data in South Africa.   Wang, Bingling; Banerjee, Sudipto; Gupta, Rangan R01ES027027, R01ES030210 Sankhya B (2008) (2021 Nov) 35463799 Exiting the NIEHS site 2021 
Bayesian time-aligned factor analysis of paired multivariate time series.   Roy, Arkaprava; Borg, Jana Schaich; Dunson, David B R01ES027498, R01ES028804 J Mach Learn Res (2021 Jan-Dec) 35754922 Exiting the NIEHS site 2021 
Bipartite Causal Inference with Interference.   Zigler, Corwin M; Papadogeorgou, Georgia R01ES026217 Stat Sci (2021 Feb) 33867656 Exiting the NIEHS site 2021 
Comparisons of simple and complex methods for quantifying exposure to individual point source air po ...   Henneman, Lucas R F; Dedoussi, Irene C; Casey, Joan A; Choirat, Christine; Barrett, Steven R H; ... R01ES026217 J Expo Sci Environ Epidemiol (2021 07) 32203059 Exiting the NIEHS site 2021 
Counterfactual time series analysis of short-term change in air pollution following the COVID-19 sta ...   Dey, Tanujit; Tyagi, Pooja; Sabath, M Benjamin; Kamareddine, Leila; Henneman, Lucas; Braun, Da ... R01ES026217 Sci Rep (2021 12 07) 34876601 Exiting the NIEHS site 2021 
Depression and anxiety in a manganese-exposed community.   Racette, Brad A; Nelson, Gill; Dlamini, Wendy W; Hershey, Tamara; Prathibha, Pradeep; Turner, ... P42ES023716, R01ES026187, R01ES026246, R01ES026891, R01ES027696, R01ES029509, R01ES029524, R01ES029846, R01ES030937, R25ES025503 Neurotoxicology (2021 07) 34087333 Exiting the NIEHS site 2021 
Dynamic Metabolic Risk Profiling of World Trade Center Lung Disease: A Longitudinal Cohort Study.   Kwon, Sophia; Lee, Myeonggyun; Crowley, George; Schwartz, Theresa; Zeig-Owens, Rachel; Prezant, ... R01ES032808 Am J Respir Crit Care Med (2021 11 01) 34473012 Exiting the NIEHS site 2021 
Excess of COVID-19 cases and deaths due to fine particulate matter exposure during the 2020 wildfire ...   Zhou, Xiaodan; Josey, Kevin; Kamareddine, Leila; Caine, Miah C; Liu, Tianjia; Mickley, Loretta ... P30ES000002, R01ES026217, R01ES028033, R01ES029950, R01ES029950, R01ES030616, T32ES007142 Sci Adv (2021 Aug) 34389545 Exiting the NIEHS site 2021 
Exposure misclassification in propensity score-based time-to-event data analysis.   Yang, Yingrui; Wang, Molin R01ES026246 Stat Methods Med Res (2021 05) 33826453 Exiting the NIEHS site 2021 
Exposure to Air Pollutants and Mortality Rate of Novel Coronavirus Disease: Potential Risk in Occupa ...   Li, Jiannan; Wang, Zhaoguo; Yuan, Bocong; Zhao, Hairong R01ES026217, R01ES028033, R01ES030616 J Occup Environ Med (2021 04 01) 33560065 Exiting the NIEHS site 2021 
Four Decades of United States Mobile Source Pollutants: Spatial-Temporal Trends Assessed by Ground-B ...   Henneman, Lucas R F; Shen, Huizhong; Hogrefe, Christian; Russell, Armistead G; Zigler, Corwin M R01ES026217 Environ Sci Technol (2021 01 19) 33400508 Exiting the NIEHS site 2021 
Heat warnings, mortality, and hospital admissions among older adults in the United States.   Weinberger, Kate R; Wu, Xiao; Sun, Shengzhi; Spangler, Keith R; Nori-Sarma, Amruta; Schwartz, ... R01ES026217, R01ES028033, R01ES029950, R01ES029950 Environ Int (2021 12) 34461376 Exiting the NIEHS site 2021 
Invited Commentary: The Promise and Pitfalls of Causal Inference With Multivariate Environmental Exp ...   Zigler, Corwin M R01ES026217 Am J Epidemiol (2021 12 01) 34079988 Exiting the NIEHS site 2021 
Multivariate Spatial Prediction of Air Pollutant Concentrations with INLA.   Gong, Wenlong; Reich, Brian J; Chang, Howard H R01ES027892, R21ES032344 Environ Res Commun (2021 Oct) 35694083 Exiting the NIEHS site 2021 
Neighborhood-level variability in asthma-related emergency department visits in Central Texas.   Zárate, R A; Zigler, Corwin; Cubbin, Catherine; Matsui, Elizabeth C R01ES026170, R01ES026217 J Allergy Clin Immunol (2021 11) 34506851 Exiting the NIEHS site 2021 
Partially linear single-index generalized mean residual life models.   Jin, Peng; Liu, Mengling R01ES032808 Stat Med (2021 12 20) 34553405 Exiting the NIEHS site 2021 
Projecting Health Impacts of Future Temperature: A Comparison of Quantile-Mapping Bias-Correction Me ...   Qian, Weijia; Chang, Howard H P30ES019776, R01ES027892 Int J Environ Res Public Health (2021 02 18) 33670819 Exiting the NIEHS site 2021 
Removing the influence of group variables in high-dimensional predictive modelling.   Aliverti, Emanuele; Lum, Kristian; Johndrow, James E; Dunson, David B R01ES027498, R01ES028804 J R Stat Soc Ser A Stat Soc (2021 Jul) 35755858 Exiting the NIEHS site 2021 
Risk analysis of different transport vehicles in India during COVID-19 pandemic.   Das, Darpan; Ramachandran, Gurumurthy R01ES030210 Environ Res (2021 08) 33984308 Exiting the NIEHS site 2021 
SMOOTH DENSITY SPATIAL QUANTILE REGRESSION.   Brantley, Halley; Fuentes, Montserrat; Guinness, Joseph; Thoma, Eben R01ES027892 Stat Sin (2021) 34987278 Exiting the NIEHS site 2021 
Soft Tensor Regression.   Papadogeorgou, Georgia; Zhang, Zhengwu; Dunson, David B R01ES027498, R01ES028804 J Mach Learn Res (2021 Jan-Dec) 35754924 Exiting the NIEHS site 2021 
Statistical downscaling with spatial misalignment: Application to wildland fire PM2.5 concentration ...   Majumder, Suman; Guan, Yawen; Reich, Brian J; O'Neill, Susan; Rappold, Ana G R01ES027892 J Agric Biol Environ Stat (2021 Mar 01) 33867783 Exiting the NIEHS site 2021 
Testing gene-environment interactions in the presence of confounders and mismeasured environmental e ...   Cheng, Chao; Spiegelman, Donna; Wang, Zuoheng; Wang, Molin R01ES026246 G3 (Bethesda) (2021 09 27) 34568916 Exiting the NIEHS site 2021 
Time-series analysis of daily ambient temperature and emergency department visits in five US cities ...   Thomas, Nikita; Ebelt, Stefanie T; Newman, Andrew J; Scovronick, Noah; D'Souza, Rohan R; Moss, ... P30ES019776, R01ES027892, R01ES028346 Environ Health (2021 05 07) 33962633 Exiting the NIEHS site 2021 
Urinary arsenic and heart disease mortality in NHANES 2003-2014.   Nigra, Anne E; Moon, Katherine A; Jones, Miranda R; Sanchez, Tiffany R; Navas-Acien, Ana P30ES009089, R01ES028758, R01ES032638, R21ES029668, T32ES007322 Environ Res (2021 09) 34090890 Exiting the NIEHS site 2021 
Using logic regression to characterize extreme heat exposures and their health associations: a time- ...   Jiang, Shan; Warren, Joshua L; Scovronick, Noah; Moss, Shannon E; Darrow, Lyndsey A; Strickland ... P30ES019776, R01ES027892, R01ES028346 BMC Med Res Methodol (2021 04 26) 33902463 Exiting the NIEHS site 2021 
A causal inference framework for cancer cluster investigations using publicly available data.   Nethery, Rachel C; Yang, Yue; Brown, Anna J; Dominici, Francesca R01ES026217, R01ES028033, T32ES007142 J R Stat Soc Ser A Stat Soc (2020 Jun) 34262243 Exiting the NIEHS site 2020 
A comparison of statistical and machine learning methods for creating national daily maps of ambient ...   Berrocal, Veronica J; Guan, Yawen; Muyskens, Amanda; Wang, Haoyu; Reich, Brian J; Mulholland, ... P30ES017885, R01ES027892 Atmos Environ (1994) (2020 Feb 01) 32863727 Exiting the NIEHS site 2020 
A spatially varying distributed lag model with application to an air pollution and term low birth we ...   Warren, Joshua L; Luben, Thomas J; Chang, Howard H R01ES028346 J R Stat Soc Ser C Appl Stat (2020 Jun) 32595237 Exiting the NIEHS site 2020 
Air pollution and COVID-19 mortality in the United States: Strengths and limitations of an ecologica ...   Wu, X; Nethery, R C; Sabath, M B; Braun, D; Dominici, F R01ES026217, R01ES028033, R01ES030616 Sci Adv (2020 11) 33148655 Exiting the NIEHS site 2020 
Application of Bayesian Additive Regression Trees for Estimating Daily Concentrations of PM2.5 Compo ...   Zhang, Tianyu; Geng, Guannan; Liu, Yang; Chang, Howard H R01ES027892 Atmosphere (Basel) (2020 Nov) 34322279 Exiting the NIEHS site 2020 
Bayesian State Space Modeling of Physical Processes in Industrial Hygiene.   Abdalla, Nada; Banerjee, Sudipto; Ramachandran, Gurumurthy; Arnold, Susan R01ES027027, R01ES030210 Technometrics (2020) 32499665 Exiting the NIEHS site 2020 
Comparing and weighting imperfect models using D-probabilities.   Li, Meng; Dunson, David B R01ES027498 J Am Stat Assoc (2020) 33716357 Exiting the NIEHS site 2020 
Concentrations of criteria pollutants in the contiguous U.S., 1979 - 2015: Role of prediction model ...   Kim, Sun-Young; Bechle, Matthew; Hankey, Steve; Sheppard, Lianne; Szpiro, Adam A; Marshall, Ju ... R01ES026187, R01ES026246 PLoS One (2020) 32069301 Exiting the NIEHS site 2020 
Critical window variable selection: estimating the impact of air pollution on very preterm birth.   Warren, Joshua L; Kong, Wenjing; Luben, Thomas J; Chang, Howard H R01ES028346 Biostatistics (2020 10 01) 30958877 Exiting the NIEHS site 2020 
Empirically Derived Dietary Patterns Using Robust Profile Clustering in the Hispanic Community Healt ...   Stephenson, Briana J K; Sotres-Alvarez, Daniela; Siega-Riz, Anna-Maria; Mossavar-Rahmani, Yasmin ... R01ES027498, T32ES007018 J Nutr (2020 10 12) 32710754 Exiting the NIEHS site 2020 
Estimating densities with non-linear support by using Fisher-Gaussian kernels.   Mukhopadhyay, Minerva; Li, Didong; Dunson, David B R01ES027498, R01ES028804 J R Stat Soc Series B Stat Methodol (2020 Dec) 35845818 Exiting the NIEHS site 2020 
Evaluating the impact of long-term exposure to fine particulate matter on mortality among the elderl ...   Wu, X; Braun, D; Schwartz, J; Kioumourtzoglou, M A; Dominici, F P30ES009089, R01ES026217, R01ES028033, R01ES030616 Sci Adv (2020 07) 32832626 Exiting the NIEHS site 2020 
Evaluation of the health impacts of the 1990 Clean Air Act Amendments using causal inference and mac ...   Nethery, Rachel C; Mealli, Fabrizia; Sacks, Jason D; Dominici, Francesca R01ES026217, R01ES028033, T32ES007142 J Am Stat Assoc (2020 Sep 16) 33424062 Exiting the NIEHS site 2020 
Fine-scale spatiotemporal air pollution analysis using mobile monitors on Google Street View vehicle ...   Guan, Yawen; Johnson, Margaret C; Katzfuss, Matthias; Mannshardt, Elizabeth; Messier, Kyle P; R ... R01ES027892 J Am Stat Assoc (2020) 33716356 Exiting the NIEHS site 2020 
Improved asthma outcomes observed in the vicinity of coal power plant retirement, retrofit, and conv ...   Casey, Joan A; Su, Jason G; Henneman, Lucas R F; Zigler, Corwin; Neophytou, Andreas M; Catalano ... P30ES009089, R00ES027023, R00ES027023, R00ES027511, R01ES026217 Nat Energy (2020 May) 32483491 Exiting the NIEHS site 2020 
Inequalities in Public Water Arsenic Concentrations in Counties and Community Water Systems across t ...   Nigra, Anne E; Chen, Qixuan; Chillrud, Steven N; Wang, Lili; Harvey, David; Mailloux, Brian; F ... P30ES009089, R01ES028758, R21ES029668, T32ES007322 Environ Health Perspect (2020 12) 33295795 Exiting the NIEHS site 2020 
INTEGRATIVE STATISTICAL METHODS FOR EXPOSURE MIXTURES AND HEALTH.   Reich, Brian J; Guan, Yawen; Fourches, Denis; Warren, Joshua L; Sarnat, Stefanie E; Chang, How ... P30ES025128, R01ES027892, R01ES031651, R24ES028526 Ann Appl Stat (2020 Dec) 35284031 Exiting the NIEHS site 2020 
Long-Term Effects of High Exposure to Ambient Fine Particulate Matter on Coronary Heart Disease Inci ...   Li, Jianxin; Liu, Fangchao; Liang, Fengchao; Huang, Keyong; Yang, Xueli; Xiao, Qingyang; Chen, ... R01ES027892 Environ Sci Technol (2020 06 02) 32384243 Exiting the NIEHS site 2020 
Modeling Massive Spatial Datasets Using a Conjugate Bayesian Linear Modeling Framework.   Banerjee, Sudipto R01ES027027, R01ES030210 Spat Stat (2020 Jun) 35265456 Exiting the NIEHS site 2020 
Nonparametric graphical model for counts.   Roy, Arkaprava; Dunson, David B R01ES027498, R01ES028804 J Mach Learn Res (2020 Dec) 33488299 Exiting the NIEHS site 2020 
Probabilistic predictive principal component analysis for spatially misaligned and high-dimensional ...   Vu, Phuong T; Larson, Timothy V; Szpiro, Adam A R01ES026246 Environmetrics (2020 Jun) 32581624 Exiting the NIEHS site 2020 
Projected t-SNE for batch correction.   Aliverti, Emanuele; Tilson, Jeffrey L; Filer, Dayne L; Babcock, Benjamin; Colaneri, Alejandro; ... R01ES027498 Bioinformatics (2020 06 01) 32176244 Exiting the NIEHS site 2020 
Robust Clustering with Subpopulation-specific Deviations.   Stephenson, Briana J K; Herring, Amy H; Olshan, Andrew R01ES027498, T32ES007018 J Am Stat Assoc (2020) 32952235 Exiting the NIEHS site 2020 
Temporal changes in short-term associations between cardiorespiratory emergency department visits an ...   Bi, Jianzhao; D'Souza, Rohan R; Rich, David Q; Hopke, Philip K; Russell, Armistead G; Liu, Yan ... P30ES019776, R01ES027892 Environ Res (2020 11) 32810677 Exiting the NIEHS site 2020 
Uncertainty in the design stage of two-stage Bayesian propensity score analysis.   Liao, Shirley X; Zigler, Corwin M R01ES026217, T32ES007142 Stat Med (2020 07 30) 32449222 Exiting the NIEHS site 2020 
A Bayesian ensemble approach to combine PM2.5 estimates from statistical models using satellite imag ...   Murray, Nancy L; Holmes, Heather A; Liu, Yang; Chang, Howard H R01ES027892 Environ Res (2019 11) 31465992 Exiting the NIEHS site 2019 
Accountability Assessment of Health Improvements in the United States Associated with Reduced Coal E ...   Henneman, Lucas R F; Choirat, Christine; Zigler, And Corwin M R01ES026217 Epidemiology (2019 07) 31162280 Exiting the NIEHS site 2019 
Adjusting for unmeasured spatial confounding with distance adjusted propensity score matching.   Papadogeorgou, Georgia; Choirat, Christine; Zigler, Corwin M R01ES026217 Biostatistics (2019 04 01) 29365040 Exiting the NIEHS site 2019 
Air pollution accountability of energy transitions: the relative importance of point source emission ...   Henneman, Lucas Rf; Mickley, Loretta J; Zigler, Corwin M R01ES026217 Environ Res Lett (2019 Nov) 33408754 Exiting the NIEHS site 2019 
All Models are Wrong, but Many are Useful: Learning a Variable's Importance by Studying an Entire Cl ...   Fisher, Aaron; Rudin, Cynthia; Dominici, Francesca R01ES026217, R01ES028033 J Mach Learn Res (2019) 34335110 Exiting the NIEHS site 2019 
Application of a Fusion Method for Gas and Particle Air Pollutants between Observational Data and Ch ...   Senthilkumar, Niru; Gilfether, Mark; Metcalf, Francesca; Russell, Armistead G; Mulholland, Jame ... R01ES027892 Int J Environ Res Public Health (2019 09 09) 31505818 Exiting the NIEHS site 2019 
Bayesian High-Dimensional Regression for Change Point Analysis.   Datta, Abhirup; Zou, Hui; Banerjee, Sudipto R01ES027027 Stat Interface (2019) 31543930 Exiting the NIEHS site 2019 
BAYESIAN METHODS FOR MULTIPLE MEDIATORS: RELATING PRINCIPAL STRATIFICATION AND CAUSAL MEDIATION IN T ...   Kim, Chanmin; Daniels, Michael J; Hogan, Joseph W; Choirat, Christine; Zigler, Corwin M R01ES026217 Ann Appl Stat (2019 Sep) 31656548 Exiting the NIEHS site 2019 
Bayesian modeling and uncertainty quantification for descriptive social networks.   Nemmers, Thomas; Narayan, Anjana; Banerjee, Sudipto R01ES027027 Stat Interface (2019) 30662582 Exiting the NIEHS site 2019 
CAUSAL INFERENCE IN THE CONTEXT OF AN ERROR PRONE EXPOSURE: AIR POLLUTION AND MORTALITY.   Wu, Xiao; Braun, Danielle; Kioumourtzoglou, Marianthi-Anna; Choirat, Christine; Di, Qian; Domin ... R01ES026217, R01ES028033 Ann Appl Stat (2019 Mar) 31649797 Exiting the NIEHS site 2019 
Causal inference with interfering units for cluster and population level treatment allocation progra ...   Papadogeorgou, Georgia; Mealli, Fabrizia; Zigler, Corwin M R01ES026217 Biometrics (2019 09) 30859545 Exiting the NIEHS site 2019 
Change in PM2.5 exposure and mortality among Medicare recipients: Combining a semi-randomized approa ...   Awad, Yara Abu; Di, Qian; Wang, Yan; Choirat, Christine; Coull, Brent A; Zanobetti, Antonella; ... P30ES000002, R01ES026217 Environ Epidemiol (2019 Aug) 31538135 Exiting the NIEHS site 2019 
Characterizing population exposure to coal emissions sources in the United States using the HyADS mo ...   Henneman, Lucas R F; Choirat, Christine; Ivey, Cesunica; Cummiskey, Kevin; Zigler, Corwin M R01ES026217 Atmos Environ (1994) (2019 Apr 15) 31749659 Exiting the NIEHS site 2019 
Efficient algorithms for Bayesian Nearest Neighbor Gaussian Processes.   Finley, Andrew O; Datta, Abhirup; Cook, Bruce C; Morton, Douglas C; Andersen, Hans E; Banerjee, ... R01ES027027 J Comput Graph Stat (2019) 31543693 Exiting the NIEHS site 2019 
ESTIMATING POPULATION AVERAGE CAUSAL EFFECTS IN THE PRESENCE OF NON-OVERLAP: THE EFFECT OF NATURAL G ...   Nethery, Rachel C; Mealli, Fabrizia; Dominici, Francesca R01ES026217, R01ES028033, T32ES007142 Ann Appl Stat (2019 Jun) 31346355 Exiting the NIEHS site 2019 
High-Dimensional Confounding Adjustment Using Continuous Spike and Slab Priors.   Antonelli, Joseph; Parmigiani, Giovanni; Dominici, Francesca P30ES000002, R01ES026217, R01ES028033, T32ES007142 Bayesian Anal (2019 Sep) 32431779 Exiting the NIEHS site 2019 
Latent Nested Nonparametric Priors (with Discussion).   Camerlenghi, Federico; Dunson, David B; Lijoi, Antonio; Prünster, Igor; Rodríguez, Abel R01ES027498, R01ES028804 Bayesian Anal (2019 Dec) 35978607 Exiting the NIEHS site 2019 
Long-Term Exposure to Fine Particulate Matter and Hypertension Incidence in China.   Huang, Keyong; Yang, Xueli; Liang, Fengchao; Liu, Fangchao; Li, Jianxin; Xiao, Qingyang; Chen, ... R01ES027892 Hypertension (2019 06) 31067193 Exiting the NIEHS site 2019 
Multivariate spatial meta kriging.   Guhaniyogi, Rajarshi; Banerjee, Sudipto R01ES027027 Stat Probab Lett (2019 Jan) 30662104 Exiting the NIEHS site 2019 
Practical Bayesian Modeling and Inference for Massive Spatial Datasets On Modest Computing Environme ...   Zhang, Lu; Datta, Abhirup; Banerjee, Sudipto R01ES027027, R01ES030210 Stat Anal Data Min (2019 Jun) 33868538 Exiting the NIEHS site 2019 
Robust Bayesian inference via coarsening.   Miller, Jeffrey W; Dunson, David B R01ES027498 J Am Stat Assoc (2019) 31942084 Exiting the NIEHS site 2019 
Short term exposure to fine particulate matter and hospital admission risks and costs in the Medicar ...   Wei, Yaguang; Wang, Yan; Di, Qian; Choirat, Christine; Wang, Yun; Koutrakis, Petros; Zanobetti ... P30ES000002, R01ES026217, R01ES028033 BMJ (2019 11 27) 31776122 Exiting the NIEHS site 2019 
Spatial disease mapping using directed acyclic graph auto-regressive (DAGAR) models.   Datta, Abhirup; Banerjee, Sudipto; Hodges, James S; Gao, Leiwen R01ES027027, R01ES030210 Bayesian Anal (2019 Dec) 33859772 Exiting the NIEHS site 2019 
Spatial Factor Models for High-Dimensional and Large Spatial Data: An Application in Forest Variable ...   Taylor-Rodriguez, Daniel; Finley, Andrew O; Datta, Abhirup; Babcock, Chad; Andersen, Hans-Erik; ... R01ES027027 Stat Sin (2019) 33311955 Exiting the NIEHS site 2019 
Spatial Joint Species Distribution Modeling using Dirichlet Processes.   Shirota, Shinichiro; Gelfand, Alan E; Banerjee, Sudipto R01ES027027 Stat Sin (2019) 31555038 Exiting the NIEHS site 2019 
Spatial PM2.5 mobile source impacts using a calibrated indicator method.   Zhai, Xinxin; Mulholland, James A; Friberg, Mariel D; Holmes, Heather A; Russell, Armistead G; ... R01ES027892 J Air Waste Manag Assoc (2019 04) 30499749 Exiting the NIEHS site 2019 
The Future of Climate Epidemiology: Opportunities for Advancing Health Research in the Context of Cl ...   Anderson, G Brooke; Barnes, Elizabeth A; Bell, Michelle L; Dominici, Francesca R01ES026217, R01ES028033 Am J Epidemiol (2019 05 01) 30877291 Exiting the NIEHS site 2019 
There is no impact of exposure measurement error on latency estimation in linear models.   Peskoe, S B; Spiegelman, D; Wang, M R01ES026246 Stat Med (2019 03 30) 30515870 Exiting the NIEHS site 2019 
A Functional Data Analysis of Spatiotemporal Trends and Variation in Fine Particulate Matter.   King, Meredith C; Staicu, Ana-Maria; Davis, Jerry M; Reich, Brian J; Eder, Brian R01ES027892 Atmos Environ (1994) (2018 Jul) 33716545 Exiting the NIEHS site 2018 
Associations between birth outcomes and maternal PM2.5 exposure in Shanghai: A comparison of three e ...   Xiao, Qingyang; Chen, Hanyi; Strickland, Matthew J; Kan, Haidong; Chang, Howard H; Klein, Mitc ... R01ES027892 Environ Int (2018 08) 29763818 Exiting the NIEHS site 2018 
Coastline Kriging: A Bayesian Approach.   Abdalla, Nada; Banerjee, Sudipto; Ramachandran, Gurumurthy; Stenzel, Mark; Stewart, Patricia A R01ES027027 Ann Work Expo Health (2018 08 13) 30052748 Exiting the NIEHS site 2018 
Comments on: Process modeling for slope and aspect with application to elevation data maps.   Banerjee, Sudipto R01ES027027, R01ES030210 Test (Madr) (2018 Dec) 33281439 Exiting the NIEHS site 2018 
Doubly robust matching estimators for high dimensional confounding adjustment.   Antonelli, Joseph; Cefalu, Matthew; Palmer, Nathan; Agniel, Denis P30ES000002, R01ES026217, T32ES007142 Biometrics (2018 12) 29750844 Exiting the NIEHS site 2018 
Fast Moment Estimation for Generalized Latent Dirichlet Models.   Zhao, Shiwen; Engelhardt, Barbara E; Mukherjee, Sayan; Dunson, David B R01ES027498, R01ES028804 J Am Stat Assoc (2018) 35875263 Exiting the NIEHS site 2018 
Impact of National Ambient Air Quality Standards Nonattainment Designations on Particulate Pollution ...   Zigler, Corwin M; Choirat, Christine; Dominici, Francesca R01ES026217 Epidemiology (2018 03) 29095246 Exiting the NIEHS site 2018 
Impacts of gestational age uncertainty in estimating associations between preterm birth and ambient ...   Nealy, Benjamin E; Warren, Joshua L; Strickland, Matthew J; Darrow, Lyndsey A; Chang, Howard H R01ES027892 Environ Epidemiol (2018 Dec) 33210073 Exiting the NIEHS site 2018 
Meta-Kriging: Scalable Bayesian Modeling and Inference for Massive Spatial Datasets.   Guhaniyogi, Rajarshi; Banerjee, Sudipto R01ES027027 Technometrics (2018) 31007296 Exiting the NIEHS site 2018 
Mixture models with a prior on the number of components.   Miller, Jeffrey W; Harrison, Matthew T R01ES027498 J Am Stat Assoc (2018) 29983475 Exiting the NIEHS site 2018 
Model-averaged confounder adjustment for estimating multivariate exposure effects with linear regres ...   Wilson, Ander; Zigler, Corwin M; Patel, Chirag J; Dominici, Francesca R01ES026217, T32ES007142 Biometrics (2018 09) 29569228 Exiting the NIEHS site 2018 
Multivariate left-censored Bayesian model for predicting exposure using multiple chemical predictors ...   Groth, Caroline; Banerjee, Sudipto; Ramachandran, Gurumurthy; Stenzel, Mark R; Stewart, Patrici ... R01ES027027 Environmetrics (2018 Jun) 30467454 Exiting the NIEHS site 2018 
Permutation and Grouping Methods for Sharpening Gaussian Process Approximations.   Guinness, Joseph R01ES027892 Technometrics (2018) 31447491 Exiting the NIEHS site 2018 
Predicting monthly high-resolution PM2.5 concentrations with random forest model in the North China ...   Huang, Keyong; Xiao, Qingyang; Meng, Xia; Geng, Guannan; Wang, Yujie; Lyapustin, Alexei; Gu, ... R01ES027892 Environ Pollut (2018 Nov) 30025341 Exiting the NIEHS site 2018 
Satellite-Based Daily PM2.5 Estimates During Fire Seasons in Colorado.   Geng, Guannan; Murray, Nancy L; Tong, Daniel; Fu, Joshua S; Hu, Xuefei; Lee, Pius; Meng, Xia; ... R01ES027892 J Geophys Res Atmos (2018 Aug 16) 31289705 Exiting the NIEHS site 2018 
The sensitivity of satellite-based PM2.5 estimates to its inputs: Implications to model development ...   Geng, Guannan; Murray, Nancy L; Chang, Howard H; Liu, Yang R01ES027892 Environ Int (2018 12) 30300813 Exiting the NIEHS site 2018 
Time-Series Analysis of Air Pollution and Health Accounting for Covariate-Dependent Overdispersion.   Pan, Anqi; Sarnat, Stefanie Ebelt; Chang, Howard H P30ES019776, R01ES027892 Am J Epidemiol (2018 12 01) 30099479 Exiting the NIEHS site 2018 
Toward a diagnostic toolkit for linear models with Gaussian-process distributed random effects.   Bose, Maitreyee; Hodges, James S; Banerjee, Sudipto R01ES027027 Biometrics (2018 09) 29441529 Exiting the NIEHS site 2018 
A Multivariate Dynamic Spatial Factor Model for Speciated Pollutants and Adverse Birth Outcomes.   Kaufeld, Kimberly A; Fuentes, Montse; Reich, Brian J; Herring, Amy H; Shaw, Gary M; Terres, Ma ... R01ES027892 Int J Environ Res Public Health (2017 09 11) 28891988 Exiting the NIEHS site 2017 
A synthetic estimator for the efficacy of clinical trials with all-or-nothing compliance.   Antonelli, Joseph; Han, Bing; Cefalu, Matthew P30ES000002, R01ES026217, T32ES007142 Stat Med (2017 Dec 20) 28833307 Exiting the NIEHS site 2017 
Air Pollution and Mortality in the Medicare Population.   Di, Qian; Wang, Yan; Zanobetti, Antonella; Wang, Yun; Koutrakis, Petros; Choirat, Christine; D ... P30ES000002, R01ES026217 N Engl J Med (2017 06 29) 28657878 Exiting the NIEHS site 2017 
Airborne Fine Particles and Risk of Hospital Admissions for Understudied Populations: Effects by Urb ...   Bravo, Mercedes A; Ebisu, Keita; Dominici, Francesca; Wang, Yun; Peng, Roger D; Bell, Michelle ... R01ES026217 Environ Health Perspect (2017 04) 27649448 Exiting the NIEHS site 2017 
Association of Short-term Exposure to Air Pollution With Mortality in Older Adults.   Di, Qian; Dai, Lingzhen; Wang, Yun; Zanobetti, Antonella; Choirat, Christine; Schwartz, Joel D ... P30ES000002, R01ES026217 JAMA (2017 12 26) 29279932 Exiting the NIEHS site 2017 
Bayesian Modeling and Analysis of Geostatistical Data.   Gelfand, Alan E; Banerjee, Sudipto R01ES027027 Annu Rev Stat Appl (2017 Mar) 29392155 Exiting the NIEHS site 2017 
Best Practices for Gauging Evidence of Causality in Air Pollution Epidemiology.   Dominici, Francesca; Zigler, Corwin P30ES000002, R01ES026217 Am J Epidemiol (2017 Dec 15) 29020141 Exiting the NIEHS site 2017 
Comparative effectiveness of radiotherapy with vs. without temozolomide in older patients with gliob ...   Arvold, Nils D; Cefalu, Matthew; Wang, Yun; Zigler, Corwin; Schrag, Deborah; Dominici, Frances ... R01ES026217, T32ES007142 J Neurooncol (2017 01) 27770280 Exiting the NIEHS site 2017 
Estimating the Causal Effect of Low Levels of Fine Particulate Matter on Hospitalization.   Makar, Maggie; Antonelli, Joseph; Di, Qian; Cutler, David; Schwartz, Joel; Dominici, Francesca R01ES026217, T32ES007142 Epidemiology (2017 09) 28768298 Exiting the NIEHS site 2017 
Guided Bayesian imputation to adjust for confounding when combining heterogeneous data sources in co ...   Antonelli, Joseph; Zigler, Corwin; Dominici, Francesca R01ES026217, T32ES007142 Biostatistics (2017 Jul 01) 28334230 Exiting the NIEHS site 2017 
High-Dimensional Bayesian Geostatistics.   Banerjee, Sudipto R01ES027027 Bayesian Anal (2017 Jun) 29391920 Exiting the NIEHS site 2017 
Model averaged double robust estimation.   Cefalu, Matthew; Dominici, Francesca; Arvold, Nils; Parmigiani, Giovanni R01ES026217, T32ES007142 Biometrics (2017 06) 27893927 Exiting the NIEHS site 2017 
Propensity scores with misclassified treatment assignment: a likelihood-based adjustment.   Braun, Danielle; Gorfine, Malka; Parmigiani, Giovanni; Arvold, Nils D; Dominici, Francesca; Zig ... R01ES026217 Biostatistics (2017 Oct 01) 28419189 Exiting the NIEHS site 2017 
TENSOR DECOMPOSITIONS AND SPARSE LOG-LINEAR MODELS.   Johndrow, James E; Bhattacharya, Anirban; Dunson, David B R01ES027498 Ann Stat (2017) 29332971 Exiting the NIEHS site 2017 
Time-Course of Cause-Specific Hospital Admissions During Snowstorms: An Analysis of Electronic Medic ...   Bobb, Jennifer F; Ho, Kalon K L; Yeh, Robert W; Harrington, Lori; Zai, Adrian; Liao, Katherine ... P30ES000002, R01ES026217, T32ES007142 Am J Epidemiol (2017 02 15) 28137774 Exiting the NIEHS site 2017 
Comment: Addressing the Need for Portability in Big Data Model Building and Calibration.   Patel, Chirag J; Dominici, Francesca R01ES026217 J Am Stat Assoc (2016) 27867238 Exiting the NIEHS site 2016 
Hierarchical models for semi-competing risks data with application to quality of end-of-life care fo ...   Lee, Kyu Ha; Dominici, Francesca; Schrag, Deborah; Haneuse, Sebastien R01ES026217 J Am Stat Assoc (2016) 28303074 Exiting the NIEHS site 2016 
The Central Role of Bayes' Theorem for Joint Estimation of Causal Effects and Propensity Scores.   Zigler, Corwin Matthew R01ES026217, T32ES007142 Am Stat (2016 Mar 31) 27482121 Exiting the NIEHS site 2016 
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