Improving Sub-national Population Forecasts. The aim of this project is to make significant advances in two related areas of regional, council area and local population forecasting, namely improving accuracy, and providing an indication of forecast uncertainty. Population forecasts often turn out to be far more inaccurate than users realise and fail to come with any information about reliability. Every year forecasts inform a wide variety of planning and policy development activities and influen ....Improving Sub-national Population Forecasts. The aim of this project is to make significant advances in two related areas of regional, council area and local population forecasting, namely improving accuracy, and providing an indication of forecast uncertainty. Population forecasts often turn out to be far more inaccurate than users realise and fail to come with any information about reliability. Every year forecasts inform a wide variety of planning and policy development activities and influence investment decisions worth billions of dollars. In order to increase the value of forecasts to users, this project aims to combine methods from a range of disciplines to devise more accurate ways of forecasting populations, and provide accompanying information on their likely error.Read moreRead less
The demographic consequences of extreme weather events in Australia. This project aims to understand how extreme weather events are likely to affect Australians’ residential mobility choices, using machine learning techniques to provide the first overview of the impact of natural hazards on where Australians are likely to live in the future. Expected outcomes include an understanding of the influence of extreme weather events on changes in population numbers and composition. Expected benefits in ....The demographic consequences of extreme weather events in Australia. This project aims to understand how extreme weather events are likely to affect Australians’ residential mobility choices, using machine learning techniques to provide the first overview of the impact of natural hazards on where Australians are likely to live in the future. Expected outcomes include an understanding of the influence of extreme weather events on changes in population numbers and composition. Expected benefits include an understanding of how environmental drivers are influencing internal migration in Australia, enabling better planning for service provision and economic growth.Read moreRead less