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.

Citation information

Lau, F.D.H., Adams, N.M., Girolami, M.A., Butler, L.J. and Elshafie, M.Z., 2018. The role of statistics in data-centric engineering. Statistics & Probability Letters, 136, pp.58-62.

Turing affiliated authors