Dr Amira Elayouty
- Honorary Research Fellow (School of Mathematics & Statistics)
Research interests
My principal research interests are in the development and application of advanced statistical methods to the environmental sciences. In particular, I am interested in spatio-temporal models, non-parametric regression, additive models and functional data analysis for high-frequency environmental data. My application areas are not only limited to the environment but also to the study of social phenomena across space and time.
Research groups
Publications
2022
Elayouty, Amira, Scott, Marian 
ORCID: https://orcid.org/0000-0002-3709-0623 and Miller, Claire ORCID: https://orcid.org/0000-0002-1857-4454
(2022)
Time-varying functional principal components for non-stationary EpCO2 in freshwater systems.
Journal of Agricultural, Biological, and Environmental Statistics, 27(3),
pp. 506-522.
(doi: 10.1007/s13253-022-00494-2)
2018
Elayouty, Amira, Scott, Marian ORCID: https://orcid.org/0000-0002-3709-0623, Miller, Claire ORCID: https://orcid.org/0000-0002-1857-4454 and Waldron, Susan ORCID: https://orcid.org/0000-0002-2683-0761
(2018)
Functional Principal Component Analysis for Non-stationary Dynamic Time Series.
In: 33rd International Workshop on Statistical Modelling (IWSM 2018), Bristol, UK, 16-20 Jul 2018,
pp. 84-89.
Articles
Elayouty, Amira, Scott, Marian ORCID: https://orcid.org/0000-0002-3709-0623 and Miller, Claire ORCID: https://orcid.org/0000-0002-1857-4454
(2022)
Time-varying functional principal components for non-stationary EpCO2 in freshwater systems.
Journal of Agricultural, Biological, and Environmental Statistics, 27(3),
pp. 506-522.
(doi: 10.1007/s13253-022-00494-2)
Conference Proceedings
Elayouty, Amira, Scott, Marian ORCID: https://orcid.org/0000-0002-3709-0623, Miller, Claire ORCID: https://orcid.org/0000-0002-1857-4454 and Waldron, Susan ORCID: https://orcid.org/0000-0002-2683-0761
(2018)
Functional Principal Component Analysis for Non-stationary Dynamic Time Series.
In: 33rd International Workshop on Statistical Modelling (IWSM 2018), Bristol, UK, 16-20 Jul 2018,
pp. 84-89.
Teaching
Previous experience in teaching include: Statistics and Probability, Calculus, Inferential Statistics, Statistical Modelling and Functional Data Analysis.