Research

Causal Discovery in Extremes

Developing novel causal inference algorithms tailored for extreme value regimes, currently focusing on theoretical robustness and validation using extensive simulation studies.

Extreme quantile treatment effect (EQTE)

Developing novel methods for estimating treatment effects at the extremes of an outcome distribution, with the manuscript currently under preparation for journal submission.

Extreme Event Attribution (EEA)

Exploring how tail assumptions influence attribution of extreme climate events, combining simulation, spatial methodology, and software development.

Wee Extremes: EVA 2023 Data Challenge

Statistical Methodology for Extreme Event Risk Assessment in the EVA 2023 Data Challenge.