Publications

Dissertation

  • Quantification of air quality in space and time and its effects on health
    Doctoral Thesis, University of Glasgow, Glasgow (2016)
    Glasgow University library  BibTeX

    @phdthesis{huang2016glaphd,
      title={Quantification of air quality in space and time and its effects on health},
      author={Huang, Guowen},
      year={2016},
      school={University of Glasgow},
      type= {{PhD} dissertation},
    }

Manuscripts
  • Enhancing Air Pollution Spatial Prediction with a Spatio-Temporal Model: A Case Study in Beijing, China
    Xin Liang, Guowen Huang*
    code
Published

  • Missing Data Imputation Strategies: A Comparative Analysis of Hourly and Daily Pollution Models
    Guowen Huang
    Atmospheric Environment, 2024
    journal  code  BibTeX

    @article{huang2023AE,
      title={Missing Data Imputation Strategies: A Comparative Analysis of Hourly and Daily Pollution Models},
      author={Huang, Guowen},
      journal = {Atmospheric Environment},
      year={2023},
      month = {Dec},
      pages= {120121},
      doi = {https://doi.org/10.1016/j.atmosenv.2023.120121},
      volume = {314},
      url = {https://www.sciencedirect.com/science/article/pii/S1352231023005472}
    }

  • A comparison of exposure uncertainty propagation models used in epidemiological studies
    Guowen Huang*, Feng Liu
    Journal of the Royal Statistical Society Series A: Statistics in Society, 2023
    journal  code  BibTeX

    @article{huang2023jrssa,
      title={A comparison of exposure uncertainty propagation models used in epidemiological studies},
      author={Huang, Guowen and Liu, Feng},
      journal = {Journal of the Royal Statistical Society Series A: Statistics in Society},
      year={2023},
      month = {03},
      page= {qnad034},
      doi = {10.1093/jrsssa/qnad034},
      url = {https://doi.org/10.1093/jrsssa/qnad034}
    }

  • Multi-pollutant case-crossover models of all-cause and cause-specific mortality and hospital admissions by age group in 47 Canadian cities
    Guowen Huang, Patrick Brown, Hwashin Hyun Shin*
    Environmental Research, 2023
    journal  code  BibTeX

    @article{huang2023er,
      title={Multi-pollutant case-crossover models of all-cause and cause-specific mortality and hospital admissions by age group in 47 Canadian cities},
      author={Guowen Huang and Patrick Brown and Hwashin Hyun Shin},
      journal = {Environmental Research},
      volume = {225},
      pages = {115598},
      year={2023},
      doi = {https://doi.org/10.1016/j.envres.2023.115598},
      url = {https://www.sciencedirect.com/science/article/pii/S0013935123003900} }

  • Urban/rural differences in air pollution impacts on deaths in Scotland: A comparison study on different pollution data sources
    Guowen Huang*, Feng Liu
    Spatial Statistics, 2022
    journal  code  BibTeX

    @article{huang2022ss,
      title={Urban/rural differences in air pollution impacts on deaths in Scotland: A comparison study on different pollution data sources},
      author={Huang, Guowen and Liu, Feng},
      journal = {Spatial Statistics},
      year={2022},
      volume = {52},
      pages = {100712},
      doi = {https://doi.org/10.1016/j.spasta.2022.100712},
      url = {https://www.sciencedirect.com/science/article/pii/S2211675322000732}
    }

  • Mortality Associated with Ambient PM2.5 Exposure in India: Results from the Million Death Study
    Patrick Brown*,..., Guowen Huang,...
    Environmental Health Perspectives, 2022
    journal  BibTeX

    @article{brown2022ehp,
      title={Mortality Associated with Ambient PM2.5 Exposure in India: Results from the Million Death Study},
      author = {Patrick E. Brown and Yurie Izawa and Kalpana Balakrishnan and Sze Hang Fu and Joy Chakma and Geetha Menon and Rajesh Dikshit and R.S. Dhaliwal and Peter S. Rodriguez and Guowen Huang and Rehana Begum and Howard Hu and George D’Souza and Randeep Guleria and Prabhat Jha },
      journal = {Environmental Health Perspectives},
      volume = {130},
      number = {9},
      pages = {097004},
      year={2021},
      doi = {10.1289/EHP9538},
      url = {https://ehp.niehs.nih.gov/doi/abs/10.1289/EHP9538} }

  • Assessment of SARS-CoV-2 Seropositivity During the First and Second Viral Waves in 2020 and 2021 Among Canadian Adults
    Xuyang Tang,..., Guowen Huang,..., Prabhat Jha*
    JAMA Network Open, 2022
    journal  BibTeX

    @article{tang2022jno,
      author = {Tang, Xuyang and Sharma, Abha and Pasic, Maria and Brown, Patrick and Colwill, Karen and Gelband, Hellen and Birnboim, H. Chaim and Nagelkerke, Nico and Bogoch, Isaac I. and Bansal, Aiyush and Newcombe, Leslie and Slater, Justin and Rodriguez, Peter S. and Huang, Guowen and Fu, Sze Hang and Meh, Catherine and Wu, Daphne C. and Kaul, Rupert and Langlois, Marc-André and Morawski, Ed and Hollander, Andy and Eliopoulos, Demetre and Aloi, Benjamin and Lam, Teresa and Abe, Kento T. and Rathod, Bhavisha and Fazel-Zarandi, Mahya and Wang, Jenny and Iskilova, Mariam and Pasculescu, Adrian and Caldwell, Lauren and Barrios-Rodiles, Miriam and Mohammed-Ali, Zahraa and Vas, Nandita and Santhanam, Divya Raman and Cho, Eo Rin and Qu, Kathleen and Jha, Shreya and Jha, Vedika and Suraweera, Wilson and Malhotra, Varsha and Mastali, Kathy and Wen, Richard and Sinha, Samir and Reid, Angus and Gingras, Anne-Claude and Chakraborty, Pranesh and Slutsky, Arthur S. and Jha, Prabhat and Ab-C Study Investigators},
      title = "{Assessment of SARS-CoV-2 Seropositivity During the First and Second Viral Waves in 2020 and 2021 Among Canadian Adults}",
      journal = {JAMA Network Open},
      volume = {5},
      number = {2},
      pages = {e2146798-e2146798},
      year = {2022},
      month = {02},
      doi = {10.1001/jamanetworkopen.2021.46798},
      url = {https://doi.org/10.1001/jamanetworkopen.2021.46798} }

  • COVID Symptoms, Seroprevalence, and Mortality During the First Wave of SARS-CoV-2 in Canada
    Xuyang Tang,..., Guowen Huang,..., Prabhat Jha*
    Social Science Research Network, 2021
    journal  BibTeX

    @article{tang2021ssrn,
      title={COVID Symptoms, Seroprevalence, and Mortality During the First Wave of SARS-CoV-2 in Canada},
      author={Tang, Xuyang and Sharma, Abha and Pasic, Maria and Colwill, Karen and Birnboim, Chaim and Nagelkerke, Nico and Bogoch, Isaac and Schultz, Craig and Newcombe, Leslie and Slater, Justin and Rodriguez, Peter and Huang, Guowen and Fu, Sze Hang and Meh, Catherine and Wu, Chee Nee and Kaul, Rupert and Langlois, Marc-André and Morawski, Ed and Hollander, Andy and Eliopoulos, Demetre and Aloi, Benjamin and Lambe, Teresa and Abe, Kento and Caldwell, Lauren and Barrios-Rodiles, Miriam and Fazel-Zarandi, Mahya and Weingust, Ronald and Wang, Jenny and Rathod, Bhavisha and Santhanam, Divya Raman and Cho, Eo Rin and Qu, Kathleen and Jha, Shreya and Jha, Vedika and Suraweera, Wilson and Wen, Richard and Sinha, Samir and Reid, Angus and Gingras, Anne-Claude and Chakraborty, Pranesh and Slutsky, Arthur S and Jha, Prabhat},
      year={2021},
      institution={Social Science Research Network},
      type={Report},
      number={ID 3752659},
      url={https://ssrn.com/abstract=3752659},
      doi={10.2139/ssrn.3752659} }

  • Long-term exposure to air pollution and COVID-19 incidence: A multi-country study
    Guowen Huang*, Marta Blangiardo, Patrick Brown, Monica Pirani
    Spatial and Spatio-temporal Epidemiology, 2021
    journal  BibTeX

    @article{huang2021sste,
      title = {Long-term exposure to air pollution and COVID-19 incidence: A multi-country study},
      author = {Guowen Huang and Marta Blangiardo and Patrick E. Brown and Monica Pirani},
      journal = {Spatial and Spatio-temporal Epidemiology},
      volume = {39},
      pages = {100443},
      year = {2021},
      issn = {1877-5845},
      doi = {https://doi.org/10.1016/j.sste.2021.100443},
      url = {https://www.sciencedirect.com/science/article/pii/S1877584521000423} }

  • Daily Mortality/Morbidity and Air Quality: Using Multivariate Time Series with Seasonally Varying Covariances
    Guowen Huang, Patrick Brown, Sze Hang Fu, Hwashin Hyun Shin*
    Journal of the Royal Statistical Society Series C: Applied Statistics, 2022
    journal  code  BibTeX

    @article{huang2022jrrsc,
      author = {Huang, Guowen and Brown, Patrick E. and Fu, Sze Hang and Shin, Hwashin Hyun},
      title = "{Daily Mortality/Morbidity and Air Quality: Using Multivariate Time Series with Seasonally Varying Covariances}",
      journal = {Journal of the Royal Statistical Society Series C: Applied Statistics},
      volume = {71},
      number = {1},
      pages = {148-174},
      year = {2022},
      month = {01},
      doi = {10.1111/rssc.12525},
      url = {https://doi.org/10.1111/rssc.12525} }

  • Population-weighted exposure to air pollution and COVID-19 incidence in Germany
    Guowen Huang*, Patrick Brown
    Spatial Statistics, 2021
    journal  code  BibTeX

    @article{huang2021ss,
      title = {Population-weighted exposure to air pollution and COVID-19 incidence in Germany},
      author = {Guowen Huang and Patrick E. Brown},
      journal = {Spatial Statistics},
      volume = {41},
      pages = {100480},
      year = {2021},
      doi = {https://doi.org/10.1016/j.spasta.2020.100480},
      url = {https://www.sciencedirect.com/science/article/pii/S2211675320300749} }

  • False Discovery Rates to Detect Signals from Incomplete Spatially Aggregated Data
    Hsin-Cheng Huang*, Noel Cressie, Andrew Zammit-Mangion, Guowen Huang
    Journal of Computational and Graphical Statistics, 2021
    journal  BibTeX

    @article{huang2021jcgs,
      author = {Hsin-Cheng Huang and Noel Cressie and Andrew Zammit-Mangion and Guowen Huang},
      title = {False Discovery Rates to Detect Signals from Incomplete Spatially Aggregated Data},
      journal = {Journal of Computational and Graphical Statistics},
      volume = {30},
      number = {4},
      pages = {1081-1094},
      year = {2021},
      publisher = {Taylor & Francis},
      doi = {10.1080/10618600.2021.1873144},
      url = {https://doi.org/10.1080/10618600.2021.1873144} }

  • Real-time PM2.5 mapping and anomaly detection from AirBoxes in Taiwan
    Guowen Huang, Ling-Jyh Chen, Wen-Han Hwang, ShengLi Tzeng, Hsin-Cheng Huang*
    Environmetrics, 2018
    journal  BibTeX

    @article{huang2018e,
      author = {Huang, G. and Chen, L.-J. and Hwang, W.-H. and Tzeng, S. and Huang, H.-C.},
      title = {Real-time PM2.5 mapping and anomaly detection from AirBoxes in Taiwan},
      journal = {Environmetrics},
      year = {2018},
      volume = {29},
      number = {8},
      pages = {e2537},
      doi = {https://doi.org/10.1002/env.2537},
      url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/env.2537} }

  • Multivariate space-time modelling of multiple air pollutants and their health effects accounting for exposure uncertainty
    Guowen Huang*, Duncan Lee, Marian Scott
    Statistics in Medicine, 2018
    journal  BibTeX

    @article{huang2018sim,
      author = {Huang, Guowen and Lee, Duncan and Scott, E. Marian},
      title = {Multivariate space-time modelling of multiple air pollutants and their health effects accounting for exposure uncertainty},
      journal = {Statistics in Medicine},
      year = {2018},
      volume = {37},
      number = {7},
      pages = {1134-1148},
      doi = {https://doi.org/10.1002/sim.7570},
      url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/sim.7570} }

  • 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
    Guowen Huang*, Duncan Lee, Marian Scott
    Spatial and Spatio-temporal Epidemiology, 2015
    journal  BibTeX

    @article{huang2015sste,
      author = {Huang, Guowen and Lee, Duncan and Scott, E. Marian},
      title = {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},
      volume = {14-15},
      pages = {63-74},
      year = {2015},
      doi = {https://doi.org/10.1016/j.sste.2015.09.002},
      url = {https://www.sciencedirect.com/science/article/pii/S1877584515000374} }