micemd (Q51281)
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Multiple Imputation by Chained Equations with Multilevel Data
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | micemd |
Multiple Imputation by Chained Equations with Multilevel Data |
Statements
17 November 2023
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Addons for the 'mice' package to perform multiple imputation using chained equations with two-level data. Includes imputation methods dedicated to sporadically and systematically missing values. Imputation of continuous, binary or count variables are available. Following the recommendations of Audigier, V. et al (2018) <doi:10.1214/18-STS646>, the choice of the imputation method for each variable can be facilitated by a default choice tuned according to the structure of the incomplete dataset. Allows parallel calculation and overimputation for 'mice'.
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