Researcher biography

I am interested in the construction and application of nonstandard mixture models to solve problems which arise in large-data scenarios. The main focus of my research is to explore the relationships between regression data and mixture models, and to leverage such relationships to better analyse data that arise from bioinformatics, economics, image analysis, neuroimaging, and proteomics data. I am also keenly interested in the construction of expectation-maximization and minorization-maximization algorithms for applications in nonstandard mixture modelling.

Areas of research