Melissa Middleton is a PhD candidate based at the Murdoch Childrens Research Institute & the University of Melbourne. Her research focuses on the application of statistical methods to handle missing data in complex epidemiological studies, with a main focus on survey weights and multiple imputation.
Whilst her main research focus is on biostatistical methodology, she also has research interests in the areas of maternal mental health & substance use as an applied statistician.
PhD in Biostatistical Methodology, 2023
University of Melbourne
Master of Biostatistics, 2018
University of Melbourne
Bachelor of Biomedical Science, 2017
La Trobe University
Handling missing data is an important process in the analysis of health research studies. For complex study designs, information on how the study was conducted needs to be incorporated into the process and it is currently unclear how best to do this. My project aims to evaluate and compare the various methods available, and produce guidance on the issue for use in the analysis of public health studies.