Concepedia

Kellyn F Arnold

KF

Statistics

Publications

11

Citations

687

H-Index

10

Active since

2017

Affiliations

University of Leeds(Current)

The Alan Turing Institute

Turing Institute

University of Edinburgh

University of Glasgow

Kellyn F Arnold is an author at University of Leeds specializing in causal inference, public health, and biostatistics.

Publications per year

2017–2025

11

Publications

11

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 · 239 citations · Full text

Computing, Biomedical Informatics, Health Informatics +16

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 · 139 citations · Full text

Public Health, Biostatistics, Nutritional Sciences +13

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 · 81 citations · Full text

Public Health, Biostatistics, Causal Inference +12

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 · 59 citations · Full text

Public Health, Biostatistics, Causal Inference +12

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 · 56 citations · Full text

Public Health, Biostatistics, Causal Inference +12

1–5 of 11