Mathematical epidemiology in a data-rich world

被引:5
|
作者
Arino, Julien [1 ]
机构
[1] Univ Manitoba, Dept Math & Data Sci NEXUS, Winnipeg, MB, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Mathematical epidemiology; Data acquisition; Open data;
D O I
10.1016/j.idm.2019.12.008
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
I discuss the acquisition and use of "background" data in mathematical epidemiology models, advocating a proactive approach to the incorporation of said data. I illustrate various mechanisms for acquiring data, mainly from open data sources. I also discuss incorporating this data into models. (c) 2019 The Authors. Production and hosting by Elsevier B.V. on behalf of KeAi Communications Co., Ltd. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
引用
收藏
页码:161 / 188
页数:28
相关论文
共 50 条
  • [1] Conceptions of Good Science in Our Data-Rich World
    Elliott, Kevin C.
    Cheruvelil, Kendra S.
    Montgomery, Georgina M.
    Soranno, Patricia A.
    BIOSCIENCE, 2016, 66 (10) : 880 - 889
  • [2] Translational Health Disparities Research in a Data-Rich World
    Breen, Nancy
    Jackson, James S.
    Wood, Frederick
    Wong, David W. S.
    Zhang, Xinzhi
    AMERICAN JOURNAL OF PUBLIC HEALTH, 2019, 109 : S41 - S42
  • [3] Translational Health Disparities Research in a Data-Rich World
    Breen, Nancy
    Berrigan, David
    Jackson, James S.
    Wong, David W. S.
    Wood, Frederick B.
    Denny, Joshua C.
    Zhang, Xinzhi
    Bourne, Philip E.
    HEALTH EQUITY, 2019, 3 (01) : 588 - 600
  • [4] Natural gas volatility predictability in a data-rich world
    Lu, Fei
    Ma, Feng
    Li, Pan
    Huang, Dengshi
    INTERNATIONAL REVIEW OF FINANCIAL ANALYSIS, 2022, 83
  • [5] Forecasting the aggregate stock market volatility in a data-rich world
    Liu, Li
    Ma, Feng
    Zeng, Qing
    Zhang, Yaojie
    APPLIED ECONOMICS, 2020, 52 (32) : 3448 - 3463
  • [6] DROWNING IN DATA: Informatics and Modeling Challenges in a Data-Rich Networked World
    Venkatasubramanian, Venkat
    AICHE JOURNAL, 2009, 55 (01) : 2 - 8
  • [7] DATA-RICH PLANET: Novel Mapping Tech Captures the World
    Cozzens, Tracy
    GPS World, 2021, 32 (08):
  • [8] Stealing from physics: modeling with mathematical functions in data-rich contexts
    Erickson, Tim
    TEACHING MATHEMATICS AND ITS APPLICATIONS, 2006, 25 (01): : 23 - 32
  • [9] Discovering the drivers of stock market volatility in a data-rich world
    Chun, Dohyun
    Cho, Hoon
    Ryu, Doojin
    JOURNAL OF INTERNATIONAL FINANCIAL MARKETS INSTITUTIONS & MONEY, 2023, 82
  • [10] Stock market volatility predictability in a data-rich world: A new insight
    Ma, Feng
    Wang, Jiqian
    Wahab, M. I. M.
    Ma, Yuanhui
    INTERNATIONAL JOURNAL OF FORECASTING, 2023, 39 (04) : 1804 - 1819