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The use and reporting of multiple imputation in medical …
- https://pubmed.ncbi.nlm.nih.gov/20831627/
- The nature of the imputation model was rarely reported. MI was frequently used as a secondary analysis (n = 40) either to justify reporting a simpler approach or as a form of sensitivity analysis. Conclusions: Whilst still relatively uncommon, the use of MI has …
The rise of multiple imputation: a review of the reporting …
- https://bmcmedresmethodol.biomedcentral.com/articles/10.1186/s12874-015-0022-1
- Of the 38 papers (37%) that stated the method of imputation, 20 used chained equations, 8 used multivariate normal imputation, and 10 used alternative methods. Very …
The use and reporting of multiple imputation in medical …
- https://onlinelibrary.wiley.com/doi/full/10.1111/j.1365-2796.2010.02274.x
- Aug 16, 2010
The rise of multiple imputation: a review of the reporting …
- https://pubmed.ncbi.nlm.nih.gov/25880850/
- Many academic journals now emphasise the importance of reporting information regarding missing data and proposed guidelines for documenting the …
When and how should multiple imputation be used for …
- https://bmcmedresmethodol.biomedcentral.com/articles/10.1186/s12874-017-0442-1
- Multiple imputation is a simulation-based statistical technique for handling missing data . Multiple imputation consists of three steps: 1. Imputation step. An …
The use and reporting of multiple imputation in medical …
- https://onlinelibrary.wiley.com/doi/abs/10.1111/j.1365-2796.2010.02274.x
- Journal of Internal Medicine. Volume 268, Issue 6p. 586-593. Free Access. The use and reporting of multiple imputation in medical research – a review. A. …
The use and reporting of multiple imputation in medical …
- https://www.semanticscholar.org/paper/The-use-and-reporting-of-multiple-imputation-in-%E2%80%93-a-Mackinnon/3986ec02c93fd89978f49f8b73a0df2089ebb4cb
- The use and reporting of multiple imputation in medical research – a review and the role of data quality in this review are reviewed. Abstract. Mackinnon A (Centre for Youth …
The use and reporting of multiple imputation in medical …
- https://www.researchgate.net/publication/46218131_The_use_and_reporting_of_multiple_imputation_in_medical_research-A_review
- Multiple imputation (MI) is a practical, flexible approach for handling missing data 11 that is becoming increasingly popular. 12, 13 Under this approach, missing values …
Multiple imputation for missing data in epidemiological …
- https://www.bmj.com/content/338/bmj.b2393
- Multiple imputation is a general approach to the problem of missing data that is available in several commonly used statistical packages. It aims to allow for the …
research methods & reporting
- https://www.bmj.com/content/suppl/2009/09/02/bmj.b2393.DC1/stej610915.pdf%20
- Multiple imputation has potential to improve the validity of medical research. However, the multiple imputation procedure requires the user to model the …
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