Conceptual framework as a guide to choose appropriate imputation method for missing values in a clinical structured dataset
This integrated structure will enable researchers to select the most suitable imputation method based on the specific characteristics and conditions of the dataset under investigation. By employing the appropriate imputation method, the study aims to enhance the overall quality and trustworthiness of the analytical outcomes derived from the research dataset.
Authors
- Marziyeh Afkanpour (ORCID: https://orcid.org/0000-0001-7365-0782)
- Diyana Tehrany Dehkordy (ORCID: https://orcid.org/0000-0001-8875-8147)
- Mehri Momeni (ORCID: https://orcid.org/0000-0002-7515-9513)
- Hamed Tabesh (ORCID: https://orcid.org/0000-0003-3081-0488)
Institutions
- Mashhad University of Medical Sciences (IR)
Publication Details
- Journal
- BMC Medical Research Methodology
- Published
- 2025-02-20
- DOI
- https://doi.org/10.1186/s12874-025-02496-3
- Citations
- 5
- Primary Topic
- Statistical Methods and Bayesian Inference
- Type
- article
- Field-Weighted Citation Impact
- 13.15