| Project Title: | DATA INTEGRATION METHODS FOR ENVIRONMENTAL EXPOSURES WITH APPLICATIONS TO AIR POLLUTION AND ASTHMA MORBIDITY |
|---|---|
| PI: | Chang, Howard H |
| Institution: | Emory University |
| Grant Number: | R01ES027892 |
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| Publication Title | Authors | Grant Number(s) | Journal (Pub date) | PubMed Link | Pub Year |
|---|---|---|---|---|---|
| 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
|
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
|
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
|
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
|
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
|
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 | Environ Int (2018 08) |
29763818
|
2018 |
| Permutation and Grouping Methods for Sharpening Gaussian Process Approximations. | Guinness, Joseph | R01ES027892 | Technometrics (2018) |
31447491
|
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
|
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
|
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
|
2018 |
| Time-Series Analysis of Air Pollution and Health Accounting for Covariate-Dependent Overdispersion. | Pan, Anqi; Sarnat, Stefanie Ebelt; Chang, Howard H | R01ES027892 | Am J Epidemiol (2018 12 01) |
30099479
|
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
|
2017 |