Concepedia
Statistics
Publications
10
Citations
635
H-Index
Active since
2017
Affiliations
University of Leeds(Current)
The Alan Turing Institute
Turing Institute
British Library
University of Edinburgh
Kellyn F Arnold is an author at University of Leeds specializing in population health sciences, medicine, and causal inference.
Top concepts
MedicinePublic HealthCausal InferencePopulation HealthTime-varying ConfoundingMarginal Structural ModelsEconomicsStatisticsEconometricsEpidemiology
Publications per year
2017–2024
Time to reality check the promises of machine learning-powered precision medicine
Jack Wilkinson, Kellyn F Arnold, Eleanor J. Murray et al. · The Lancet Digital Health · 2020 · 232 citations · Full text
Adjustment for energy intake in nutritional research: a causal inference perspective
Georgia D Tomova, Kellyn F Arnold, Mark S. Gilthorpe et al. · American Journal of Clinical Nutrition · 2021 · 126 citations · Full text
Reflection on modern methods: generalized linear models for prognosis and intervention—theory, practice and implications for machine learning
Kellyn F Arnold, Vinny Davies, Marc de Kamps et al. · International Journal of Epidemiology · 2020 · 75 citations · Full text
DAG-informed regression modelling, agent-based modelling and microsimulation modelling: a critical comparison of methods for causal inference
Kellyn F Arnold, Wendy J. Harrison, Alison Heppenstall et al. · International Journal of Epidemiology · 2018 · 54 citations · Full text
A causal inference perspective on the analysis of compositional data
Kellyn F Arnold, Laurie Berrie, Peter W. G. Tennant et al. · International Journal of Epidemiology · 2020 · 54 citations · Full text
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