Research output per year
Research output per year
Personal profile
Personal profile
Associate Professor Azizur Rahman is an applied statistician and data scientist with expertise in both developing and applying novel methodologies, models and technologies. Azizur is able to assist in understanding multi-disciplinary research issues within various fields including how to understand the individual activities which occur within very complex behavioural, socio-economic and ecological systems.
He develops "alternative methods in microsimulation modelling technologies" which are very useful tools to socioeconomic policy analysis and evaluation. His 2016 book has contributed significantly to the field of small area estimation and microsimulation modelling. Azizur's research interests encompass issues in simple to multi-facet analyses in various fields ranging from the mathematical sciences to the law and legal studies. He obtained the SOCM Research Excellence Award 2018 and the Charles Sturt RED Achievement Award 2019.
A/Prof Rahman leads “Statistics and Data Mining Research Group” within the Data Science Research Unit at Charles Sturt
Research Interests
- Bayesian inference, multilevel modelling and big-data analysis
- Model validation with uncertainty or reliability estimates
- Socioeconomic, demographic and health research
- Spatial analysis and small area estimation
- Statistics, data mining and deep learning
Professional Information
Membership of Editorial Panels:
- Editor, Sustaining Regions: The Newsletter of ANZRSAI
- Guest Editor, International Journal of Environmental Research and Public Health
- Associate Editor, International Journal of Microsimulation
- Editorial Board Member, Australasian Journal of Regional Studies
- Editorial Board Member, World Review of Business Research
- Editorial Board Member, International Journal of Community and Social Development
- Associate Editor, International Review of Business Research Papers
Teaching
Undergraduate:
- MTH105 Introductory Mathematics
- QBM120 Business Data Analysis
- STA201 Scientific Statistics
- STA308 Experimental Design and Analysis
Postgraduate:
- STA401 Postgraduate Scientific Statistics
- STA404 Statistical Data Analysis
- STA427 Advanced Statistical Modelling
- STA448 Multivariate Statistical Analysis
- STA501 Scientific Data Analysis
- STA502 Spatial Statistics
- STA508 Postgraduate Experimental Design and Analysis
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):
Education/Academic qualification
Doctor of Philosophy (Economics and Applied Statistics), University of Canberra
2010
Master of Science (Thesis) in Statistics, University of Chittagong
2003
Bachelor Science (Statistical Science) (Honours), University of Chittagong
2000
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Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A novel approach for estimating and predicting uncertainty in water quality index model using machine learning approaches
Uddin, M. G., Nash, S., Rahman, A. & Olbert, A. I., 01 Feb 2023, In: Water Research. 229, p. 1-24 24 p., 119422.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus)6 Downloads (Pure) -
A sophisticated model for rating water quality
Uddin, M. G., Nash, S., Rahman, A. & Olbert, A. I., 10 Apr 2023, In: Science of the Total Environment. 868, 23 p., 161614.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)4 Downloads (Pure) -
Assessing optimization techniques for improving water quality model
Uddin, M. G., Nash, S., Rahman, A. & Olbert, A. I., 20 Jan 2023, In: Journal of Cleaner Production. 385, 16 p., 135671.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)11 Downloads (Pure) -
Computational Statistical Methodologies and Modeling for Artificial Intelligence
Harjule, P., Rahman, A., Agarwal, B. & Tiwari, V., 2023, (E-pub ahead of print) 1 ed. CRC Press. 388 p.Research output: Book/Report › Edited book › peer-review
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Computational Statistical Methods for Uncertainty Assessment in Geoscience
McManus, S., Rahman, A., Coombes, J. & Horta, A., 31 Mar 2023, Computational Statistical Methodologies and Modeling for Artificial Intelligence. Harjule, P., Rahman, A., Agarwal, B. & Tiwari, V. (eds.). 1st ed. Boca Raton, FL: Taylor & Francis, p. 221-242 22 p.Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review
Datasets
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COVID-19 Incidence data for six high burdening countries
Rahman, A. (Creator) & Kuddus, M. A. (Creator), https://figshare.com/, 22 Apr 2020
Dataset
Prizes
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Best Conference Paper Award at the 5th Global Business and Finance Research Conference - Sydney, Australia
Prihandinisari, Carolina (Recipient), Rahman, Azizur (Recipient) & Hicks, John (Recipient), 03 Jun 2016
Prize: Award › External award
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Cooperative Research Centre (CRC) scholarship
Rahman, Azizur (Recipient), 2007
Prize: Award › External award
Activities
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4th International Conference on Statistics: Theory and Applications
Azizur Rahman (Member of programme committee)
28 Jul 2022 → 30 Jul 2022Activity: Participating in or organising an event › Conference/Symposium › Academic
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Australasian Journal of Regional Studies (Journal)
Azizur Rahman (Member of editorial board)
Feb 2022 → …Activity: Publication peer-review and editorial work › Editorial responsibility
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Water Efficiency Roadmap - Research Proposals Workshop
Azizur Rahman (Participant)
06 Jul 2022Activity: Participating in or organising an event › Workshop/course/forum › Industry
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Australia and New Zealand Regional Science Association International 45th Annual Conference 2022 (Event)
Azizur Rahman (Editor)
01 Dec 2022 → 02 Dec 2022Activity: Publication peer-review and editorial work › Editorial responsibility
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International Journal of Environmental Research and Public Health (Journal)
Azizur Rahman (Guest editor)
Sept 2021 → …Activity: Publication peer-review and editorial work › Editorial responsibility
Press/Media
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Independence would not have been achieved if Bangabandhu had not returned to the country
10/01/23
1 item of Media coverage
Press/Media: Press / Media
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Mohiuddin Chowdhury, beacon of our conscience: Iqbal Sobhan Chowdhury
15/12/22
1 item of Media coverage
Press/Media: Press / Media
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Data scientists converge in Wagga Wagga to explore climate change, hacking and regional issues
24/11/22
1 Media contribution
Press/Media: Press / Media
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Chittagong University Steps into 57th Year Achievements Crisis and Expectations
17/11/22
1 item of Media coverage
Press/Media: Press / Media
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Data from National University of Ireland Galway Provide New Insights into Machine Learning (Robust Machine Learning Algorithms for Predicting Coastal Water Quality Index)
08/11/22
1 item of Media coverage
Press/Media: Press / Media
Impacts
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Book Impact: Small Area Estimation and Microsimulation Modeling
Azizur Rahman (Participant)
Impact: Other Impact
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Review of Small Area Estimation and Microsimulation Modelling
Azizur Rahman (Participant)
Impact: Public policy Impact
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