Publications
Identification and Estimation of the Average Causal Effects Under Dietary Substitution Strategies. Statistics in Medicine, 44(5), e70007. John Wiley & Sons, Inc. Hoboken, USA.
. (2025). Causal effects of intervening variables in settings with unmeasured confounding. Journal of Machine Learning Research, 25(345), 1-54.
. (2024). Causal effects of stochastic PrEP interventions on HIV incidence among men who have sex with men. American journal of epidemiology, 193(1), 6-16. Oxford University Press.
(2024). Grace periods in comparative effectiveness studies of sustained treatments. Journal of the Royal Statistical Society Series A: Statistics in Society, 187(3), 796-810. Oxford University Press UK.
. (2024). Interpretable meta-analysis of model or marker performance. arXiv preprint arXiv:2409.13458.
. (2024). Evaluating model specification when using the parametric g-formula in the presence of censoring. American journal of epidemiology, 192(11), 1887-1895. Oxford University Press.
. (2023). Interpretational errors in statistical causal inference. arXiv preprint arXiv:2312.07610.
. (2023). Intervention treatment distributions that depend on the observed treatment process and model double robustness in causal survival analysis. Statistical methods in medical research, 32(3), 509-523. SAGE Publications Sage UK: London, England.
. (2023). Multiply robust estimators of causal effects for survival outcomes. Scandinavian Journal of Statistics, 49(3), 1304-1328.
. (2022). The role of grace periods in comparative effectiveness studies of different medications. arXiv e-prints, arXiv: 2212.11398.
. (2022). Identifying adults at high-risk for change in weight and BMI in England: a longitudinal, large-scale, population-based cohort study using electronic health records. The Lancet Diabetes & Endocrinology, 9(10), 681-694. Elsevier.
(2021). Parametric g-formula implementations for causal survival analyses. Biometrics, 77(2), 740-753. Oxford University Press.
. (2021). Methods for handling longitudinal outcome processes truncated by dropout and death. Biostatistics, 19(4), 407-425. Oxford University Press.
. (2018). . (2018). Semi-parametric methods of handling missing data in mortal cohorts under non-ignorable missingness. Biometrics, 74(4), 1427-1437. Oxford University Press.
. (2018). Bias in progression‐free survival analysis due to intermittent assessment of progression. Statistics in Medicine, 34(24), 3181-3193.
. (2015). Variation in maternal urinary cortisol profiles across the peri-conceptional period: a longitudinal description and evaluation of potential functions. Human Reproduction, 30(6), 1460-1472. Oxford University Press.
(2015).