Comparison of small-sample standard-error corrections for generalised estimating equations in stepped wedge cluster randomised trials with a binary outcome: A simulation study
Thompson, J
(2020).
Comparison of small-sample standard-error corrections for generalised estimating equations in stepped wedge cluster randomised trials with a binary outcome: A simulation study.
[Dataset].
Zenodo.
https://zenodo.org/10.5281/zenodo.4049828
R code for a large simulation study of binary outcomes in stepped wedge cluster randomised trials comparing bias-corrected standard errors from Fay and Graubard; Mancl and DeRouen; Kauermann and Carroll; Morel, Bokossa, and Neerchal; and Mackinnon and White with an independent and exchangeable working correlation matrix. We constructed 95% confidence intervals using a t-distribution with degrees of freedom including clusters minus parameters (DFC-P), cluster periods minus parameters, and estimators from Fay and Graubard (DFFG), and Pan and Wall.
Keywords
Stepped wedge trials, Cluster randomised trials, Generalised estimating equations, Small sample correction, Simulation study, Correlated dataItem Type | Dataset |
---|---|
Capture method | Simulation, Other |
Date | 25 September 2020 |
Language(s) of written materials | English |
Creator(s) |
Thompson, J |
LSHTM Faculty/Department | Faculty of Epidemiology and Population Health > Dept of Infectious Disease Epidemiology (-2023) |
Research Centre |
Centre for Evaluation Centre for Statistical Methodology International Statistics and Epidemiology Group |
Participating Institutions | London School of Hygiene & Tropical Medicine, London, United Kingom, University of Birmingham, Birmingham, United Kingdom, Monash University, Monash, Australia |
Funders |
Project Funder Grant Number Funder URI Tell us about your project and faculty Funders MR/R010161/1 http://dx.doi.org/10.13039/501100000265 Tell us about your project and faculty Funders UNSPECIFIED http://dx.doi.org/10.13039/501100002992 Tell us about your project and faculty Funders UNSPECIFIED http://dx.doi.org/10.13039/501100000780 |
Date Deposited | 25 Sep 2020 14:50 |
Last Modified | 25 Sep 2020 15:08 |
Publisher | Zenodo |
Explore Further
- Centre for Evaluation
- Centre for Statistical Methodology
- International Statistics and Epidemiology Group
- Zenodo (Online Data Resource)
- Github (Data)
- Statistical Methods in Medical Research (Paper)
No files available. Please consult associated links.
- Zenodo (Online Data Resource)
- Github (Data)
- Statistical Methods in Medical Research (Paper)
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ORCID: https://orcid.org/0000-0002-3068-3952