Theses: Recent submissions
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Optimising analysis of trial data for translational gain in a randomised controlled trial of patient-led surveillance for subsequent melanoma (MEL-SELF)
Published 2026Randomised controlled trials (RCTs) are regarded as the gold standard in study design to understand the causal relationship between an intervention and an outcome. Thus, it is critical that the use and translation of trial ...USyd AccessThesis -
Stochastic Loss Reserving: Statistical and Machine Learning Approaches
Published 2025Loss reserving refers to the prediction of future claims arising from existing policies. Accurate reserve forecasts are essential for insurer solvency, profitability, and regulatory compliance. Contemporary solvency ...USyd AccessThesis -
Forecasting with Dynamic Factor Model and Mixed-Frequency Data
Published 2026Macroeconomic forecasting plays a crucial role in shaping monetary and fiscal poli- cies, guiding decision-making in both public and private sectors. Traditional economic indicators, often released at lower frequencies, ...Open AccessThesis -
Factors which Influence Career Choices in the Contemporary Pharmacist Workforce in Australia
Published 2025Background: Pharmacists are critical to healthcare, especially in primary care, through medication management, chronic disease care, immunisation and prescribing. In Australia, most work in community pharmacies or hospitals ...Open AccessThesis -
From Star to Sensors: Differentiable Methods for Precision Astronomy
Published 2025This thesis introduces novel methods in astronomical data analysis based on differentiable forward modelling, enabling physical processes and statistical inference to be treated within a unified computational framework. ...Open AccessThesis