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Sophie Zaloumis

Senior Research Fellow - Biostatistician Decra
science & technology
life sciences & biomedicine
plasmodium falciparum
malaria, falciparum
Sophie Zaloumis's Profile Picture

Sophie Zaloumis

Medicine, Dentistry And Health Sciences
Primary Interest
Sophie Zaloumis's Profile Picture

Sophie Zaloumis


Profile: Dr Sophie Zaloumis

I graduated from The University of Melbourne in 2005 with a Bachelor of Science (Hons) degree in Statistics. In 2006 I began working as a Research Assistant (RA) in the Department of Physiology at The University of Melbourne.

My work in the Physiology Department involved using statistical models, that reflect genetic theory, to examine whether the variation in cardiovascular disease (CD) risk factors (such as blood pressure) are mainly due to differences between our DNA base sequences or to environmental factors. The statistical models used to perform such analyses change depending on what scale (numerical or categorical) the risk factors are measured on.

Statistical models to analyse biological traits measured on categorical scales are not as well developed as those for continuous measurements in genetic epidemiology and in 2007 I started my PhD in the Physiology Department to address this gap in the methodology. I completed my PhD in 2011 and the result of my work was a non-proportional odds multivariate logistic regression model for correlated outcomes measured on ordinal scales and a Markov chain Monte Carlo algorithm to fit the model.

I started my position as a Biostatistician at the Centre for MEGA Epidemiology in 2010. My research at the centre involves validating a within-host model of the dynamics of malaria parasites in the presence of antimalarial drug treatment and analysing data from the HealthIron study, which examines genetic and environmental modifiers of hereditary haemochromatosis (iron overload disease).

Supervisors: A/Prof Julie Simpson, A/Prof Lyle Gurrin

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Scholarly Works

Displaying the 40 most recent scholarly works by Sophie Zaloumis.



Senior Research Fellow - Biostatistician Decra

Melbourne School Of Population And Global Health


PhD (Biostatistics)

University of Melbourne

Bachelor of Science Degree (Honours)

University of Melbourne