Area of research
Statistics and Probability · Cardiology and Cardiovascular Medicine
Research interest
Research interests include Advanced Causal Inference Techniques, Statistical Methods and Inference, Statistical Methods and Bayesian Inference, and Statistical Methods in Clinical Trials.
Evidence-based personalised medicine in critical care: a framework for quantifying and applying individualised treatment effects in patients who are critically ill
Guidelines and Best Practices for the Use of Targeted Maximum Likelihood and Machine Learning When Estimating Causal Effects of Exposures on Time‐To‐Event Outcomes
Is Checking for Sequential Positivity Violations Getting You Down? Try sPoRT!
Covid-19 Vaccine Effectiveness and the Test-Negative Design
Targeted maximum likelihood estimation for a binary treatment: A tutorial
Educational Note: Paradoxical collider effect in the analysis of non-communicable disease epidemiological data: a reproducible illustration and web application