Projects per year
Personal profile
Research interests
I am a research fellow in Medical Statistics within the MRC Integrative Epidemiology Unit. My main research interests are longitudinal modelling in life-course epidemiology, analysis in the presence of missing data, causal inference, instrumental variable analysis, longitudinal modelling of disease biomarkers, analysis in the presence of non-random selection into a study, and clinical epidemiology of HIV and AIDS in the era of antiretroviral therapy.
My research aspirations are to work at the interface of methodological development and application. I enjoy explaining complex statistical methods and interpreting their results to other researchers, evaluating and comparing statistical methods using simulation studies in real-world contexts, and providing user-friendly software to implement statistical methods unavailable to non-specialist researchers.
External positions
Biometrical Journal Associate Editor
1 Nov 2018 → 31 Oct 2021
RSS Conference Board
1 Jul 2017 → 30 Sept 2020
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Collaborations and top research areas from the last five years
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Analyses using multiple imputation need to consider missing data in auxiliary variables
Madley-Dowd, P., Curnow, E., Hughes, R. A., Cornish, R. P., Tilling, K. M. & Heron, J. E., 27 Aug 2024, (E-pub ahead of print) In: American Journal of Epidemiology. kwae306.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access -
Multiple imputation strategies for missing event times in a multi-state model analysis
Curnow, E., Hughes, R., Birnie, K., Tilling, K. M. & Crowther, M. J., 22 Feb 2024, In: Statistics in Medicine. 43, 6, p. 1238-1255 18 p.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access -
Quantitative bias analysis in practice: Review of software for regression with unmeasured confounding
Kawabata, E., Tilling, K. M., Groenwold, R. & Hughes, R., 4 May 2023, In: BMC Medical Research Methodology. 23, 1, 111.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access2 Citations (Scopus)