Expanding Tidy Data Principles to Facilitate Missing Data Exploration, Visualization and Assessment of Imputations

Despite the large body of research on missing value distributions and imputation, there is comparatively little literature with a focus on how to make it easy to handle, explore, and impute missing values in data. This paper addresses this gap. The new methodology builds upon tidy data principles,...

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Bibliografische gegevens
Hoofdauteurs: Nicholas Tierney, Dianne Cook
Formaat: Artikel
Taal:English
Gepubliceerd in: Foundation for Open Access Statistics 2023-02-01
Reeks:Journal of Statistical Software
Onderwerpen:
Online toegang:https://www.jstatsoft.org/index.php/jss/article/view/4108