Items where authors include "Arnold, KF"

Article

Arnold, KF orcid.org/0000-0002-0911-5029, Gilthorpe, MS, Alwan, NA et al. (4 more authors) (2022) Estimating the effects of lockdown timing on COVID-19 cases and deaths in England: A counterfactual modelling study. PLoS One, 17 (4). e0263432. ISSN 1932-6203

Tennant, PWG orcid.org/0000-0003-1555-069X, Murray, EJ, Arnold, KF orcid.org/0000-0002-0911-5029 et al. (10 more authors) (2021) Use of directed acyclic graphs (DAGs) to identify confounders in applied health research: review and recommendations. International Journal of Epidemiology, 50 (2). pp. 620-632. ISSN 0300-5771

Arnold, KF orcid.org/0000-0002-0911-5029, Davies, V, de Kamps, M orcid.org/0000-0001-7162-4425 et al. (3 more authors) (2020) Reflection on modern methods: generalized linear models for prognosis and intervention—theory, practice and implications for machine learning. International Journal of Epidemiology, 49 (6). pp. 2074-2082. ISSN 0300-5771

Wilkinson, J, Arnold, KF orcid.org/0000-0002-0911-5029, Murray, EJ et al. (9 more authors) (2020) Time to reality check the promises of machine learning-powered precision medicine. The Lancet Digital Health. ISSN 2589-7500

Arnold, KF orcid.org/0000-0002-0911-5029, Berrie, L orcid.org/0000-0003-3550-5087, Tennant, PWG et al. (1 more author) (2020) A causal inference perspective on the analysis of compositional data. International Journal of Epidemiology, 49 (4). pp. 1307-1313. ISSN 0300-5771

Arnold, KF orcid.org/0000-0002-0911-5029, Ellison, GTH orcid.org/0000-0001-8914-6812, Gadd, SC et al. (4 more authors) (2019) Adjustment for time-invariant and time-varying confounders in ‘unexplained residuals’ models for longitudinal data within a causal framework and associated challenges. Statistical Methods in Medical Research, 28 (5). pp. 1347-1364. ISSN 0962-2802

Arnold, KF orcid.org/0000-0002-0911-5029, Harrison, WJ orcid.org/0000-0003-1180-8112, Heppenstall, AJ orcid.org/0000-0002-0663-3437 et al. (1 more author) (2019) DAG-informed regression modelling, agent-based modelling, and microsimulation modelling: A critical comparison of methods for causal inference. International Journal of Epidemiology, 48 (1). pp. 243-253. ISSN 0300-5771

Proceedings Paper

Arnold, KF orcid.org/0000-0002-0911-5029, Gilthorpe, MS orcid.org/0000-0001-8783-7695, Harrison, WJ orcid.org/0000-0003-1180-8112 et al. (1 more author) (2018) P14 A critical comparison of statistical and individual-based simulation methods in obesity research. In: Journal of Epidemiology and Community Health. Society for Social Medicine 62nd Annual Scientific Meeting, Hosted by the MRC/CSO Social and Public Health, 05-07 Sep 2018, Glasgow, Scotland. BMJ Publishing Group , A67-A67.

Tennant, PWG, Arnold, KF, Berrie, L et al. (2 more authors) (2017) Advanced Modelling Strategies: Challenges and pitfalls in robust causal inference with observational data. In: Advanced Modelling Strategies: Challenges and pitfalls in robust causal inference with observational data. Advanced Modelling Strategies: Challenges and pitfalls in robust causal inference with observational data, 17-20 Jul 2017, Leeds, UK. Leeds Institute for Data Analytics , Leeds . ISBN 978-1-5272-1208-4