Postgraduate Theses: Recent submissions
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Deep Learning and High-Frequency Data Enhanced Bayesian Financial Risk Forecasting
Published 2025This thesis, titled "Deep Learning and High-Frequency Data Enhanced Bayesian Financial Risk Forecasting," presents an innovative approach in forecasting financial tail risks, particularly focusing on Value-at-Risk (VaR) ...Open AccessThesis -
The FIDGIT Study: an investigation into the relationships between the symptoms of Fibromyalgia, Digestive function, and the microbiome of the Gastrointestinal Tract
Published 2025Fibromyalgia is a common idiopathic chronic pain condition that is almost ten times more common than rheumatoid arthritis. However, it is one of the least researched rheumatological conditions. The high co-prevalence of ...USyd AccessThesis -
Bridging The Gap: Examining the Accessibility of Essential Medicines and COVID Readiness in the South Pacific Region
Published 2025This thesis examines the overall access to medicines in the South Pacific Region (SPR) with the penultimate chapter focusing on the impact of COVID-19. This was primarily achieved by implementing the World Health Organization ...Open AccessThesis -
Exploring Changing Treatment Paradigms in Medullary Thyroid Carcinoma, the Immune Milieu of the Tumour Microenvironment and a Novel Targeted Therapy for Advanced Disease
Published 2025The immune milieu of the tumour microenvironment (TME) in Medullary Thyroid Cancer (MTC) and the potential role of immune therapies have not been extensively explored. This study aimed to define the current treatment ...USyd AccessThesis -
Advancing multi-omics statistical methods for precision medicine
Published 2025Recent developments in biotechnology have empowered scientists to investigate the molecular profile of biological samples, at an unprecedented scale and resolution. This carries vast potential for precision medicine where ...Open AccessThesis