Evaluation of imputation strategies for multi-centre studies: Application to a large clinical pathology dataset
In general, storing and sharing datasets prior to any correction is a good practise, so that imputation can be performed on merged data if necessary.
Authors
- Jeremy K. Nicholson (ORCID: https://orcid.org/0000-0002-8123-8349)
- John C. Lindon (ORCID: https://orcid.org/0000-0002-0916-6360)
- Julien Wist (ORCID: https://orcid.org/0000-0002-3416-2572)
- Elaine Holmes (ORCID: https://orcid.org/0000-0002-0556-8389)
- Reika Masuda (ORCID: https://orcid.org/0000-0003-4891-7830)
- Lucy Grigoroff (ORCID: https://orcid.org/0000-0002-8228-4742)
- Janonna Kadyrov
Institutions
- Murdoch University (AU)
- Imperial College London (GB)
- Universidad del Valle (CO)
Publication Details
- Journal
- PLoS ONE
- Published
- 2025-11-20
- DOI
- https://doi.org/10.1371/journal.pone.0335852
- Primary Topic
- Statistical Methods and Bayesian Inference
- Type
- article
- Field-Weighted Citation Impact
- 0.00