Imputation with the R Package VIM

The package VIM (Templ, Alfons, Kowarik, and Prantner 2016) is developed to explore and analyze the structure of missing values in data using visualization methods, to impute these missing values with the built-in imputation methods and to verify the imputation process using visualization tools, as...

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Bibliographic Details
Main Authors: Alexander Kowarik, Matthias Templ
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2016-10-01
Series:Journal of Statistical Software
Subjects:
R
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/2893