Missing the point: Non-convergence in iterative imputation algorithms

Iterative imputation is a popular tool to accommodate missing data. While it is widely accepted that valid inferences can be obtained with this technique, these inferences all rely on algorithmic convergence. There is no consensus on how to evaluate …

Flexible imputation of missing data. Second edition.

MICE: Multivariate Imputation by Chained Equations in R

journal: Journal of Statistical Software”; JSSOBK