Namazi-Rad, Mohammad-Reza

Overview

Dr. Mohammad Namazi has been working as a statistician across a number of institutes since 2004. Over the last 12 years, he has completed numerical studies, performing well in working with different data-sets. His research experiences assist him in designing surveys and collecting, organising and interpreting quantifiable data.

He can perform well in obtaining robust and data-driven solutions by employing relevant machine learning algorithms or advanced statistical modelling/computations. He is also familiar with the techniques needed for manipulating and analysing any data even when it is housed in exceptionally large, incomplete, unstructured and/or disorganised databases.

Research Areas

0104 - STATISTICS

Research Overview

Survey Methodology
Statistics & Probability
Social Simulations
Transportation & Urban Studies
Computational Analytics

Selected Publications

Journal Article

Year	Title
2017	An unconstrained statistical matching algorithm for combining individual and household level geo-specific census and survey data Published In Computers, Environment and Urban Systems
2017	Estimating Cross-Classified Population Counts of Multidimensional Tables: An Application to Regional Australia to Obtain Pseudo-Census Counts Published In Journal of Official Statistics
2017	Hybrid method for building extraction in vegetation-rich urban areas from very high-resolution satellite imagery Published In Journal of Applied Remote Sensing
2016	A data-driven predictive model for residential mobility in Australia - a generalised linear mixed model for repeated measured binary data Published In Journal of Choice Modelling
2016	A semi-empirical determination of perceived liveability Published In Bulletin of Sociological Methodology
2015	Alternative planning and land administration for future smart cities Published In IEEE Technology and Society Magazine
2015	Applying a novel combination of techniques to develop a predictive model for diabetes complications Published In PLoS One
2015	Constrained optimization of average arrival time via a probabilistic approach to transport reliability Published In PLoS One
2015	Improving the quality of rail freight services by managing the time-based attributes: the case of non-bulk rail network in Australia Published In World Review of Intermodal Transportation Research
2015	What level of statistical model should we use in small area estimation Published In Australian and New Zealand Journal of Statistics
2014	Generating a dynamic synthetic population - Using an age-structured two-sex model for household dynamics Published In PLoS One
2014	Synthetic population initialization and evolution-agent-based modelling of population aging and household transitions Published In Lecture Notes in Computer Science
2010	An optimal method of estimation in rotation sampling Published In Advances and applications in statistics

Chapter

Year	Title
2017	Living well in cities: Towards a location-based model of perceived urban liveability Published In Wellbeing, Recovery and Mental Health Publisher United Kingdom

Conference Paper

Year	Title
2014	Punctuality improvement in Australian rail freight network by transit time management Published In International Symposium for Next Generation Infrastructure (ISNGI 2013)
2013	Bayesian nonparametric reliability analysis for a railway system at component level Published In IEEE International Conference on Intelligent Rail Transportation (ICIRT)
2013	Generating a synthetic population in support of agent-based modeling of transportation in Sydney Published In 20th International Congress on Modelling and Simulation
2013	Scene-adaptive configuration of two cameras using the correspondence field function Published In IEEE International Conference on Multimedia and Expo
2012	A heuristic analytical technique for location-based liveability measurement Published In The Fifth Annual ASEARC Research Conference: Looking to the future
2012	An experimental determination of perceived liveability in Sydney Published In ACSPRI Conferences, RC33 Eighth International Conference on Social Science Methodology
2011	Contextual effects in modeling for small domain estimation Published In Proceedings of the 4th Applied Statistics Education and Research Collaboration (ASEARC) Conference
2008	Methods for estimating special variations in rotating panel surveys Published In Proceedings 9th Iranian National Statistics Conference

Keywords

applied-statistics, economics, social-statistics, mathematics, survey-methodology, probability, social-simulations, transportation, urban-studies, computational-analytics

Research Areas

0104 - STATISTICS

Research Overview

Survey Methodology
Statistics & Probability
Social Simulations
Transportation & Urban Studies
Computational Analytics

Selected Publications

Journal Article

Year	Title
2017	An unconstrained statistical matching algorithm for combining individual and household level geo-specific census and survey data Published In Computers, Environment and Urban Systems
2017	Estimating Cross-Classified Population Counts of Multidimensional Tables: An Application to Regional Australia to Obtain Pseudo-Census Counts Published In Journal of Official Statistics
2017	Hybrid method for building extraction in vegetation-rich urban areas from very high-resolution satellite imagery Published In Journal of Applied Remote Sensing
2016	A data-driven predictive model for residential mobility in Australia - a generalised linear mixed model for repeated measured binary data Published In Journal of Choice Modelling
2016	A semi-empirical determination of perceived liveability Published In Bulletin of Sociological Methodology
2015	Alternative planning and land administration for future smart cities Published In IEEE Technology and Society Magazine
2015	Applying a novel combination of techniques to develop a predictive model for diabetes complications Published In PLoS One
2015	Constrained optimization of average arrival time via a probabilistic approach to transport reliability Published In PLoS One
2015	Improving the quality of rail freight services by managing the time-based attributes: the case of non-bulk rail network in Australia Published In World Review of Intermodal Transportation Research
2015	What level of statistical model should we use in small area estimation Published In Australian and New Zealand Journal of Statistics
2014	Generating a dynamic synthetic population - Using an age-structured two-sex model for household dynamics Published In PLoS One
2014	Synthetic population initialization and evolution-agent-based modelling of population aging and household transitions Published In Lecture Notes in Computer Science
2010	An optimal method of estimation in rotation sampling Published In Advances and applications in statistics

Chapter

Year	Title
2017	Living well in cities: Towards a location-based model of perceived urban liveability Published In Wellbeing, Recovery and Mental Health Publisher United Kingdom

Conference Paper

Year	Title
2014	Punctuality improvement in Australian rail freight network by transit time management Published In International Symposium for Next Generation Infrastructure (ISNGI 2013)
2013	Bayesian nonparametric reliability analysis for a railway system at component level Published In IEEE International Conference on Intelligent Rail Transportation (ICIRT)
2013	Generating a synthetic population in support of agent-based modeling of transportation in Sydney Published In 20th International Congress on Modelling and Simulation
2013	Scene-adaptive configuration of two cameras using the correspondence field function Published In IEEE International Conference on Multimedia and Expo
2012	A heuristic analytical technique for location-based liveability measurement Published In The Fifth Annual ASEARC Research Conference: Looking to the future
2012	An experimental determination of perceived liveability in Sydney Published In ACSPRI Conferences, RC33 Eighth International Conference on Social Science Methodology
2011	Contextual effects in modeling for small domain estimation Published In Proceedings of the 4th Applied Statistics Education and Research Collaboration (ASEARC) Conference
2008	Methods for estimating special variations in rotating panel surveys Published In Proceedings 9th Iranian National Statistics Conference

Keywords

applied-statistics, economics, social-statistics, mathematics, survey-methodology, probability, social-simulations, transportation, urban-studies, computational-analytics

Namazi-Rad, Mohammad-Reza Dr

Honorary Senior Fellow

Overview

Overview

Research Areas

Research Overview

Publications

Selected Publications

Journal Article

Chapter

Conference Paper

Background

Keywords

Overview

Research Areas

Research Overview

Publications

Selected Publications

Journal Article

Chapter

Conference Paper

Background

Keywords

Visualisations

Research Areas