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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 60 publications
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Publication Title Authors Grant Number(s) Journal (Pub date) PubMed Link Pub Year
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, R01ES028346 J R Stat Soc Ser C Appl Stat (2020 Jun) 32595237 Exiting the NIEHS site 2020 
Bayesian State Space Modeling of Physical Processes in Industrial Hygiene.   Abdalla, Nada; Banerjee, Sudipto; Ramachandran, Gurumurthy; Arnold, Susan R01ES027027, R01ES027027, R01ES030210, R01ES030210 Technometrics (2020) 32499665 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, R01ES027860, T32ES013678 Physiol Rep (2020 01) 31960619 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 ... R00ES027023, R00ES027023, R00ES027511, R01ES026217, R01ES026217 Nat Energy (2020 May) 32483491 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, R01ES027860, T32ES013678 Eur Respir J (2020 Jul) 32299857 Exiting the NIEHS site 2020 
Projected t-SNE for batch correction.   Aliverti, Emanuele; Tilson, Jeffrey L; Filer, Dayne L; Babcock, Benjamin; Colaneri, Alejandro; ... R01ES027498, R01ES027498 Bioinformatics (2020 Jun 01) 32176244 Exiting the NIEHS site 2020 
Uncertainty in the design stage of two-stage Bayesian propensity score analysis.   Liao, Shirley X; Zigler, Corwin M R01ES026217, R01ES026217 Stat Med (2020 Jul 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, 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, 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, R01ES026217 Biostatistics (2019 04 01) 29365040 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, 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, 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, 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, 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, R01ES026217, R01ES028033, 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, 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, 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, R01ES026217 Atmos Environ (1994) (2019 Apr 15) 31749659 Exiting the NIEHS site 2019 
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, R01ES028346 Biostatistics (2019 Apr 08) 30958877 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, 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, R01ES026217, R01ES028033, 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, R01ES026217, R01ES028033, R01ES028033, T32ES007142 Bayesian Anal (2019 Sep) 32431779 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, R01ES027892 Hypertension (2019 06) 31067193 Exiting the NIEHS site 2019 
Multivariate spatial meta kriging.   Guhaniyogi, Rajarshi; Banerjee, Sudipto R01ES027027, R01ES027027 Stat Probab Lett (2019 Jan) 30662104 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, R01ES026217, R01ES028033, R01ES028033 BMJ (2019 11 27) 31776122 Exiting the NIEHS site 2019 
Spatial Joint Species Distribution Modeling using Dirichlet Processes.   Shirota, Shinichiro; Gelfand, Alan E; Banerjee, Sudipto R01ES027027, 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, 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, R01ES026217, R01ES028033, R01ES028033 Am J Epidemiol (2019 05 01) 30877291 Exiting the NIEHS site 2019 
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, 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, R01ES027027 Ann Work Expo Health (2018 08 13) 30052748 Exiting the NIEHS site 2018 
Doubly robust matching estimators for high dimensional confounding adjustment.   Antonelli, Joseph; Cefalu, Matthew; Palmer, Nathan; Agniel, Denis P30ES000002, R01ES026217, R01ES026217, T32ES007142 Biometrics (2018 12) 29750844 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, R01ES026217 Epidemiology (2018 03) 29095246 Exiting the NIEHS site 2018 
Meta-Kriging: Scalable Bayesian Modeling and Inference for Massive Spatial Datasets.   Guhaniyogi, Rajarshi; Banerjee, Sudipto R01ES027027, R01ES027027 Technometrics (2018) 31007296 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, 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, R01ES027027 Environmetrics (2018 Jun) 30467454 Exiting the NIEHS site 2018 
Permutation and Grouping Methods for Sharpening Gaussian Process Approximations.   Guinness, Joseph R01ES027892, 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, 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, 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, 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, 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 R01ES027892, 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, 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, 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, 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, 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, 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, R01ES026217 JAMA (2017 12 26) 29279932 Exiting the NIEHS site 2017 
Bayesian Modeling and Analysis of Geostatistical Data.   Gelfand, Alan E; Banerjee, Sudipto R01ES027027, 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, 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, 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, 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, R01ES026217, T32ES007142 Biostatistics (2017 Jul 01) 28334230 Exiting the NIEHS site 2017 
High-Dimensional Bayesian Geostatistics.   Banerjee, Sudipto R01ES027027, 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, 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, R01ES026217 Biostatistics (2017 Oct 01) 28419189 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, 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, 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, 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, R01ES026217, T32ES007142 Am Stat (2016 Mar 31) 27482121 Exiting the NIEHS site 2016 
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