Concepedia

Kellyn F Arnold

KF

10

Publications

635

Citations

10

H-Index

2017

Active since

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.

ORCID

Top concepts

Publications per year

2017–2024

10

Publications

10

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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