Personal profile
Biography
I am an Assistant Professor in Statistics at the School of Mathematical and Computer Sciences at Heriot Watt University, Dubai Campus. I completed my PhD in Statistics at Edith Cowan University, Australia, and MSc in Statistics at Uppsala University, Sweden. My specialisation includes Statistical Modelling, Spatial Statistics, Categorical Data Analysis, Time Series Analysis and Forecasting, Statistical Computing, and Simulation-based Inference. I am a member of the International Statistical Institute, the International Association for Statistical Computing, and the International Biometric Society.
Before joining Heriot-Watt University, I was a Senior Lecturer in the Department of Statistics and Actuarial Science at Kwame Nkrumah University of Science and Technology, Ghana. I also worked as a Research Scientist at the Building and Road Research Institute of the Council for Scientific and Industrial Research (CSIR-BRRI), Ghana.
I have taught several statistics and mathematics courses including Bayesian Inference and Computational Methods; Time Series and Machine Learning; Probability and Statistics; Calculus; Further Topics in Regression Analysis; Spatial Statistics; Time Series Analysis and Forecasting; Nonparametric Statistics; Statistical Inference; and Sampling Techniques and Survey Methods.
I have trained and supervised several postgraduate and undergraduate students in statistics related research. In addition, I have served as a reviewer for several international academic journals and as a resource person for various statistical data analysis workshops.
Research interests
My research focuses on statistical modelling, categorical data analysis, simulation-based statistical inference and geospatial modelling, with applications in road traffic fatality risk assessment and disease risk modelling. I am actively involved in interdisciplinary research and remain committed to using data-driven insights to reduce health disparities and enhance road traffic safety.
Roles & Responsibilities
Teaching Responsibilities
Senior Course Leader:
- F90XA: Dissertation A
- F90XB: Dissertation B
Course Leader in Dubai
- F70TS: Time Series and Machine learning
- F79BI: Bayesian Inference and Computational Methods
- F78PA: Probability and Statistics A
- F78PB: Probability and Statistics B
- F17CA: Calculus A
- F70DA: Statistics Dissertation A
- F70DB: Statistics Dissertation B
Administrative and Acdemic Leardership Roles
- Deputy Programme Director for BSc Data Sciences
- Year 3 coordinator for BSc Data Sciences/BSc Statistical Data Science
- Member of MACS Ethics Committee
- Coordinator for Lab Interns in School of MACS, Dubai
- Volunteer for Campbell Maths Gym, Dubai Campus
- Personal Tutor
- Second Reader for MSc. and BSc. Dissertation
- Internal Examiner for PhD Thesis, AMS
Previous Administrative Roles
- Coordinator for Students with Disability in School of MACS, Dubai Campus
Keywords
- HA Statistics
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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SDG 8 Decent Work and Economic Growth
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SDG 9 Industry, Innovation, and Infrastructure
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SDG 10 Reduced Inequalities
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SDG 11 Sustainable Cities and Communities
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Collaborations and top research areas from the last five years
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An empirical case study on the effect of Al Aweer sewage plant odours on housing prices in Dubai’s International City
Abou-Gad, N. K., Myers, M. & Aidoo, E. N., 6 May 2025, (E-pub ahead of print) In: International Journal of Housing Markets and Analysis.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Citation (Scopus) -
Malaria prevalence dynamics and risk covariates among children under 5 in Ghana: insights from a Bayesian multilevel approach
Asosega, K. A., Adebanji, A. O., Aidoo, E. N., Owusu-Dabo, E. & Tawiah, K., 27 Mar 2025, In: BMJ Open. 15, 3, e088910.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Link opens in a new tab Citations (Scopus)1 Downloads (Pure) -
Optimizing Binary Classification Performance in Neural Networks Through Simulation: A Comparative Study of Activation Functions
Boateng, A., Aidoo, E. N., Maposa, D., Odoom, C. & Owusu, S. A., 10 Jan 2025, Intelligent Computing and Optimization: Proceedings of the 7th International Conference on Intelligent Computing and Optimization 2023 (ICO2023). Springer, p. 555-568 14 p. (Lecture Notes in Networks and Systems; vol. 1169).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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The Robustness of the Alternative Unit Root Tests: A Monte Carlo Simulation Study
Boateng, A., Naeem, M., Al Jahwari, N. & Aidoo, E. N., 1 Oct 2025, AI and IoT: Driving Business Success and Sustainability in the Digital Age. Springer, p. 365-375 11 p. (Studies in Systems, Decision and Control; vol. 590).Research output: Chapter in Book/Report/Conference proceeding › Chapter
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A comparative study of error distributions in the GARCH model through a Monte Carlo simulation approach
Ampadu, S., Mensah, E. T., Aidoo, E. N., Boateng, A. & Maposa, D., Mar 2024, In: Scientific African. 23, e01988.Research output: Contribution to journal › Article › peer-review
Open AccessFile7 Link opens in a new tab Citations (Scopus)208 Downloads (Pure)
Datasets
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Dataset supporting drivers red light violation in the Kumasi Metropolis, Ghana
Aidoo, E. N. (Creator) & Ackaah, W. (Creator), Heriot-Watt University, 20 Feb 2025
DOI: 10.17861/6d36a3b5-db1e-4af6-8df1-a9265d40a9fa
Dataset
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Dataset supporting child passenger’s sitting behaviour and restraint use in motor vehicle
Aidoo, E. N. (Creator), Ackaah, W. (Creator), Appiah, S. K. (Creator), Appiah, E. K. (Creator), Addae, J. (Creator) & Alhassan, H. (Creator), Heriot-Watt University, 20 Feb 2025
DOI: 10.17861/c3492374-5577-43e2-b49d-37ffc8f3b1e0
Dataset
Courses
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F70TS: Time Series and Machine Learning
Tzougas, G., Aidoo, E. N., Yoo, W. W., Batatia, H., Wei, W. & Donnelly, C. 1/01/23 → …
Course
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F78PA: Probability and Statistics A
Aidoo, E. N., Soo, H. C., Dobson, P., Teoh, J. W. & Clancy, D. 1/09/22 → …
Course
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