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smcfcs: Multiple Imputation of Covariates by Substantive Model Compatible Fully Conditional Specification
Implements multiple imputation of missing covariates by Substantive Model Compatible Fully Conditional Specification. This is a modification of the popular FCS/chained equations multiple imputation approach, and allows imputation of missing covariate values from models which are compatible with the user specified substantive model.
Getting started
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Package details |
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| Author | Jonathan Bartlett [aut, cre], Ruth Keogh [aut], Edouard F. Bonneville [aut], Lars van der Burg [aut], Claus Thorn Ekstrøm [ctb] |
| Maintainer | Jonathan Bartlett <jonathan.bartlett1@lshtm.ac.uk> |
| License | GPL-3 |
| Version | 2.0.0 |
| URL | https://github.com/jwb133/smcfcs |
| Package repository | View on CRAN |
| Installation |
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