Modern statistical methods for clustering community ecology data. This project will develop statistical methods and software for clustering community ecology data, and use them to analyse systematic survey and citizen science program data collected along the Great Barrier Reef. By doing so, the project will address the dearth of statistical classification techniques for high-dimensional, multi-response data with complex relationships. When the resultant clustering methods are used to construct b ....Modern statistical methods for clustering community ecology data. This project will develop statistical methods and software for clustering community ecology data, and use them to analyse systematic survey and citizen science program data collected along the Great Barrier Reef. By doing so, the project will address the dearth of statistical classification techniques for high-dimensional, multi-response data with complex relationships. When the resultant clustering methods are used to construct bioregions and characterise species’ environmental responses, they should significantly enhance evaluations of the impact of human activity and environmental change on coral diversity. Ultimately, these evaluations can underpin future decisions in the conservation and management of the Great Barrier Reef.Read moreRead less
Trajectories of Wrongful Conviction and Pathways to Exoneration. This is the first national study of its kind that investigates the trajectories of wrongful convictions as systems failures by examining decisions from investigation to exoneration. Wrongful conviction is a significant social and legal problem in Australia and other nations. It costs the Australian government millions in police, court and prison services and has health and psychological consequences for exonerees and their families ....Trajectories of Wrongful Conviction and Pathways to Exoneration. This is the first national study of its kind that investigates the trajectories of wrongful convictions as systems failures by examining decisions from investigation to exoneration. Wrongful conviction is a significant social and legal problem in Australia and other nations. It costs the Australian government millions in police, court and prison services and has health and psychological consequences for exonerees and their families. Expected outcomes for this project include an early warning detection tool to identify at-risk cases and overall improved accuracy in convictions. This will provide significant benefits, for criminal justice agencies, victims and accused individuals while positioning Australia as a world leader in the field.Read moreRead less