Data Driven Estimation of Imputation Error-A Strategy for Imputation with a Reject Option.

Missing data is a common problem in many research fields and is a challenge that always needs careful considerations. One approach is to impute the missing values, i.e., replace missing values with estimates. When imputation is applied, it is typically applied to all records with missing values indi...

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Bibliographic Details
Main Authors: Nikolaj Bak, Lars K Hansen
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2016-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5056679?pdf=render