Imperial College London
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ProfessorNiallAdams

Faculty of Natural Sciences, Department of Mathematics

Professor of Statistics
 
 
 
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Contact

 

+44 (0)20 7594 8837n.adams Website

 
 
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Location

 

6M55Huxley BuildingSouth Kensington Campus

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Summary

 

Publications

Citation

BibTex format

@article{Lau:2018:10.1016/j.spl.2018.02.035,
author = {Lau, D and Adams, N and Girolami, M and Butler, L and Elshafie, M},
doi = {10.1016/j.spl.2018.02.035},
journal = {Statistics and Probability Letters},
pages = {58--62},
title = {The role of statistics in data-centric engineering},
url = {http://dx.doi.org/10.1016/j.spl.2018.02.035},
volume = {136},
year = {2018}
}
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RIS format (EndNote, RefMan)

TY  - JOUR
AB  - We explore the role of statistics for Big Data analysis arising from the emerging eld of Data-Centric Engineering. Using examples related to sensor-instrumentedbridges, we highlight a number of issues and challenges. These are broadly cate-gorised as relating to uncertainty, latent-structure modelling, and the synthesisof statistical models and abstract physical models.Keywords: Big Data, Data-Centric Engineering, Digital Twin, Fibre-opticsensor, Instrumented infrastructure, Statistics
AU  - Lau,D
AU  - Adams,N
AU  - Girolami,M
AU  - Butler,L
AU  - Elshafie,M
DO  - 10.1016/j.spl.2018.02.035
EP  - 62
PY  - 2018///
SN  - 0167-7152
SP  - 58
TI  - The role of statistics in data-centric engineering
T2  - Statistics and Probability Letters
UR  - http://dx.doi.org/10.1016/j.spl.2018.02.035
UR  - http://hdl.handle.net/10044/1/57244
VL  - 136
ER  -
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