黄国文，2010年获南开大学物理学学士学位，2013年获天津大学管理学硕士学位，2016年获英国格拉斯哥大学统计学博士学位，先后在国立清华大学和加拿大多伦多大学做博士后研究，现为汕头大学数学系统计学专业副教授，主要研究空间统计学，对空气污染数据进行统计建模并定量分析其对人类健康的影响。主要论文发表在Statistics in Medicine, Spatial Statistics, Spatial and Spatio-Temporal Epidemiology, Journal of Computational and Graphical Statistics, Environmetrics, Journal of the Royal Statistical Society, Series A (Statistics in Society), Journal of the Royal Statistical Society, Series C (Applied Statistics) 等学术期刊。

研究介绍

代表性论文

[1] Guowen Huang. Missing Data Imputation Strategies: A Comparative Analysis of Hourly and Daily Pollution Models. Atmospheric Environment. To appear.

[2] Guowen Huang; Feng Liu. A comparison of exposure uncertainty propagation models used in epidemiological studies. Journal of the Royal Statistical Society Series A: Statistics in Society. 2023.

[3] Guowen Huang; Feng Liu. Urban/rural differences in air pollution impacts on deaths in Scotland: A comparison study on different pollution data sources. Spatial Statistics. 2022.

[4] Huang, G., Brown, P.E., Fu, S.H., & Shin, H.H. Daily mortality/morbidity and air quality: Using multivariate time series with seasonally varying covariances. Journal of the Royal Statistical Society Series C. 2021.

[5] Guowen Huang, Marta Blangiardo, Patrick E. Brown and Monica Pirani. Long-term exposure to air pollution and COVID-19 incidence: A multi-country study. Spatial and Spatio-temporal Epidemiology. 2021.

[6] Hsin-Cheng Huang and Noel Cressie and Andrew Zammit-Mangion and Guowen Huang. FalseDiscovery Rates to Detect Signals from Incomplete Spatially Aggregated Data. Journal of Computational and Graphical Statistics. 2021.

[7] Huang G and Brown P. Population-weighted exposure to air pollution and COVID-19 incidence in Germany. Spatial Statistics. 2021.

[8] Huang G, Chen L-J, Hwang W-H, Tzeng S, Huang H-C. Real-time PM2.5 mapping and anomaly detection from AirBoxes in Taiwan. Environmetrics. 2018.

[9] Huang G., Lee D. and Scott M. Multivariate space-time modelling of multiple air pollutants and their health effects accounting for exposure uncertainty, Statistics in Medicine. 2017.

[10] Huang G., Lee D. and Scott M. An integrated Bayesian model for estimating the long-term health effects of air pollution by fusing modelled and measured pollution data: A case study of nitrogen dioxide concentrations in Scotland, Spatial and Spatio-temporal Epidemiology. 2015.