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Improved Semiparametric Time Series Models of Air Pollution and Mortality

Author

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  • Francesca Dominici
  • Aidan M.C. Dermott
  • Trevor J. Hastie

Abstract

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Suggested Citation

  • Francesca Dominici & Aidan M.C. Dermott & Trevor J. Hastie, 2004. "Improved Semiparametric Time Series Models of Air Pollution and Mortality," Journal of the American Statistical Association, American Statistical Association, vol. 99, pages 938-948, December.
    • Handle: RePEc:bes:jnlasa:v:99:y:2004:p:938-948
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    Citations

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    Cited by:

    1. Baccini, Michela & Biggeri, Annibale & Lagazio, Corrado & Lertxundi, Aitana & Saez, Marc, 2007. "Parametric and semi-parametric approaches in the analysis of short-term effects of air pollution on health," Computational Statistics & Data Analysis, Elsevier, vol. 51(9), pages 4324-4336, May.
    2. Tong Liu & Guojun He & Alexis Lau, 2018. "Avoidance behavior against air pollution: evidence from online search indices for anti-PM2.5 masks and air filters in Chinese cities," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 20(2), pages 325-363, April.
    3. Chi Wang & Giovanni Parmigiani & Francesca Dominici, 2012. "Bayesian Effect Estimation Accounting for Adjustment Uncertainty," Biometrics, The International Biometric Society, vol. 68(3), pages 661-671, September.
    4. Jixia Huang & Jing Tan & Weiwei Yu, 2017. "Temperature and Cardiovascular Mortality Associations in Four Southern Chinese Cities: A Time-Series Study Using a Distributed Lag Non-Linear Model," Sustainability, MDPI, vol. 9(3), pages 1-14, February.
    5. Jixia Huang & Jinfeng Wang & Weiwei Yu, 2014. "The Lag Effects and Vulnerabilities of Temperature Effects on Cardiovascular Disease Mortality in a Subtropical Climate Zone in China," IJERPH, MDPI, vol. 11(4), pages 1-13, April.
    6. Xiaoming Wang & Warren Kindzierski & Padma Kaul, 2015. "Air Pollution and Acute Myocardial Infarction Hospital Admission in Alberta, Canada: A Three-Step Procedure Case-Crossover Study," PLOS ONE, Public Library of Science, vol. 10(7), pages 1-15, July.
    7. Xin Fang & Bo Fang & Chunfang Wang & Tian Xia & Matteo Bottai & Fang Fang & Yang Cao, 2019. "Comparison of Frequentist and Bayesian Generalized Additive Models for Assessing the Association between Daily Exposure to Fine Particles and Respiratory Mortality: A Simulation Study," IJERPH, MDPI, vol. 16(5), pages 1-20, March.
    8. repec:jss:jstsof:43:i08 is not listed on IDEAS
    9. Roger D. Peng & Francesca Dominici & Thomas A. Louis, 2006. "Model choice in time series studies of air pollution and mortality," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 169(2), pages 179-203, March.
    10. Carmen Iñiguez & Ferran Ballester & Juan Ferrandiz & Santiago Pérez-Hoyos & Marc Sáez & Antonio López, 2010. "Relation between Temperature and Mortality in Thirteen Spanish Cities," IJERPH, MDPI, vol. 7(8), pages 1-15, August.
    11. L. J. Welty & R. D. Peng & S. L. Zeger & F. Dominici, 2009. "Bayesian Distributed Lag Models: Estimating Effects of Particulate Matter Air Pollution on Daily Mortality," Biometrics, The International Biometric Society, vol. 65(1), pages 282-291, March.
    12. Leigh Fisher & Jon Wakefield & Cici Bauer & Steve Self, 2017. "Time series modeling of pathogen-specific disease probabilities with subsampled data," Biometrics, The International Biometric Society, vol. 73(1), pages 283-293, March.
    13. Frits Bijleveld & Jacques Commandeur & Phillip Gould & Siem Jan Koopman, 2008. "Model‐based measurement of latent risk in time series with applications," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 171(1), pages 265-277, January.
    14. Joshua P. Keller & Adam A. Szpiro, 2020. "Selecting a scale for spatial confounding adjustment," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(3), pages 1121-1143, June.
    15. Zana Shabani Isenaj & Merita Berisha & Dragan Gjorgjev & Mirjana Dimovska & Hanns Moshammer & Antigona Ukëhaxhaj, 2022. "Air Pollution in Kosovo: Short Term Effects on Hospital Visits of Children Due to Respiratory Health Diagnoses," IJERPH, MDPI, vol. 19(16), pages 1-12, August.
    16. Adam A. Szpiro & Lianne Sheppard & Sara D. Adar & Joel D. Kaufman, 2014. "Estimating acute air pollution health effects from cohort study data," Biometrics, The International Biometric Society, vol. 70(1), pages 164-174, March.
    17. Xunfeng Yang & Lianfa Li & Jinfeng Wang & Jixia Huang & Shijun Lu, 2015. "Cardiovascular Mortality Associated with Low and High Temperatures: Determinants of Inter-Region Vulnerability in China," IJERPH, MDPI, vol. 12(6), pages 1-16, May.
    18. Yan Liu & Zhijun Yan & Su Liu & Yuting Wu & Qingmei Gan & Chao Dong, 2017. "The effect of the driving restriction policy on public health in Beijing," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 85(2), pages 751-762, January.
    19. Zana Shabani Isenaj & Merita Berisha & Antigona Ukëhaxhaj & Hanns Moshammer, 2022. "Particulate Air Pollution and Primary Care Visits in Kosovo: A Time-Series Approach," IJERPH, MDPI, vol. 19(24), pages 1-7, December.

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