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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 94 publications
Export to Excel (http://www.niehs.nih.gov//portfolio/index.cfm?do=portfolio.sciencecodepubs&&sc=81&topic=81&format=excel)
Publication Title Authors Grant Number(s) Journal (Pub date) PubMed Link Pub Year
Assessing variability of aerosols generated from e-Cigarettes.   Das, Darpan; Alam El Din, Sarah-Marie; Pulczinski, Jairus; Mihalic, Jana N; Chen, Rui; Bressler ... R01ES030025, R01ES030210, T32ES007141 Inhal Toxicol (2022) 35275758 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 Apr 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 ... R01ES030210 Ann Work Expo Health (2022 Apr 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 Apr 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 
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 
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 Apr 07) 34473212 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 Apr 07) 32936300 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 
Sociodemographic inequalities in uranium and other metals in community water systems across the USA, ...   Ravalli, Filippo; Yu, Yuanzhi; Bostick, Benjamin C; Chillrud, Steven N; Schilling, Kathrin; Bas ... P30ES009089, R01ES028758, R21ES029668, T32ES007322 Lancet Planet Health (2022 Apr) 35397220 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 ... R01ES030210 Ann Work Expo Health (2022 Apr 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 
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 
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 
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 
Hierarchical Bayesian estimation of covariate effects on airway and alveolar nitric oxide.   Weng, Jingying; Molshatzki, Noa; Marjoram, Paul; Gauderman, W James; Gilliland, Frank D; Eckel, ... P30ES007048, R01ES027860 Sci Rep (2021 08 25) 34433846 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 
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 
Spatial factor modeling: A Bayesian matrix-normal approach for misaligned data.   Zhang, Lu; Banerjee, Sudipto R01ES027027, R01ES030210 Biometrics (2021 Mar 11) 33704776 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 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 
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 
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 
Impact of different fixed flow sampling protocols on flow-independent exhaled nitric oxide parameter ...   Muchmore, Patrick; Xu, Shujing; Marjoram, Paul; Rappaport, Edward B; Weng, Jingying; Molshatzki ... P30ES007048, R01ES027860, T32ES013678 Physiol Rep (2020 01) 31960619 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 
Patterns and determinants of exhaled nitric oxide trajectories in schoolchildren over a 7-year perio ...   Garcia, Erika; Zhang, Yue; Rappaport, Edward B; Berhane, Kiros; Muchmore, Patrick; Silkoff, Ph ... P30ES007048, R01ES027860, T32ES013678 Eur Respir J (2020 07) 32299857 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 
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 
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 modeling and uncertainty quantification for descriptive social networks.   Nemmers, Thomas; Narayan, Anjana; Banerjee, Sudipto R01ES027027 Stat Interface (2019) 30662582 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 
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 
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 
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 
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 
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 
Short-term effects of airport-associated ultrafine particle exposure on lung function and inflammati ...   Habre, Rima; Zhou, Hui; Eckel, Sandrah P; Enebish, Temuulen; Fruin, Scott; Bastain, Theresa; R ... P30ES007048, R01ES027860 Environ Int (2018 09) 29800768 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 
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 
High-Dimensional Bayesian Geostatistics.   Banerjee, Sudipto R01ES027027 Bayesian Anal (2017 Jun) 29391920 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 
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