The R package smcfcs 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.
|Publisher||The Comprehensive R Network|
|Media of output||Online|
|Publication status||Published - 2015|
Bartlett, J. (Developer). (2015). smcfcs: Multiple Imputation of Covariates by Substantive Model Compatible Fully Conditional Specification. Software, The Comprehensive R Network. https://cran.r-project.org/package=smcfcs