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    The role of statistics in data-centric engineering

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    Date
    2018
    Author
    Lau F.D.-H.
    Adams N.M.
    Girolami M.A.
    Butler L.J.
    Elshafie M.Z.E.B.
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    Abstract
    We explore the role of statistics for Big Data analysis arising from the emerging field of Data-Centric Engineering. Using examples related to sensor-instrumented bridges, we highlight a number of issues and challenges. These are broadly categorised as relating to uncertainty, latent-structure modelling, and the synthesis of statistical models and abstract physical models. - 2018 Elsevier B.V.
    DOI/handle
    http://dx.doi.org/10.1016/j.spl.2018.02.035
    http://hdl.handle.net/10576/12135
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    • Civil and Environmental Engineering [‎869‎ items ]

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