Dr Eftychia Solea

Eftychia Solea
PhD

Lecturer in Statistics

School of Mathematical Sciences
Queen Mary University of London
www.qmul.ac.uk/maths/profiles/dr-eftychia-solea.html
Centre for Probability, Statistics and Data Science
Google Scholar

Research

causal inference, dimension reduction, functional data analysis, graphical models, nonparametric statistics, object-oriented data analysis

Interests

My primary research interest lies in developing statistical methodologies for analyzing random functions (mathematical curves), which can be viewed as random elements in Hilbert spaces. Such data frequently arise in fields such as medical imaging. My goal is to contribute to the theoretical foundations of these methods and to design efficient algorithms for their practical implementation.

To date, my research has primarily focused on graphical models, dimension reduction, quantile regression, and causal inference for functional data. More recently, I have become interested in distributional data analysis, where the data consist of samples of distributions or probability densities.