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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.
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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Quantitative bias analysis in practice: Review of software for regression with unmeasured confoundingKawabata, 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-reviewOpen Access
Developing decision support tools incorporating personalised predictions of likely visual benefit versus harm for cataract surgery: research programmeSparrow, J. M., Grzeda, M. T., Frost, A., Liu, C., Johnston, R. L., Scanlon, P., Pithara-McKeown, C., Elliott, D., Donovan, J. L., Joseph-Williams, N., Holland-Hart, D., Donachie, P. HJ., Dixon, P. C., Kandiyali, R., Taylor, H., Breheny, K., Sterne, J. A. C., Hollingworth, W., Evans, D., Fox, F. E., & 11 others, 1 Oct 2022, In: NIHR Open Research. 10, 9, 90 p.
Research output: Contribution to journal › Article (Academic Journal) › peer-reviewOpen AccessFile13 Downloads (Pure)
Tudball, M. J., Tilling, K. M. & Hughes, R., 25 Jul 2022, In: Biometrika. asac042.
Research output: Contribution to journal › Article (Academic Journal) › peer-reviewOpen AccessFile14 Downloads (Pure)