Multivariate Imputation by Chained Equations
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Updated
Nov 11, 2024 - R
Multivariate Imputation by Chained Equations
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Comparison of various data imputation methods
a package for missing data handling via multiple imputation by chained equations in Julia. It is heavily based on the R package {mice} by Stef van Buuren, Karin Groothuis-Oudshoorn and collaborators.
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Software-defined approach to measuring mice respiratory rates
{shinymice} is an R package for interactive evaluation of incomplete data by Hanne Oberman, guided by Gerko Vink and Stef van Buuren.
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This file runs through an example of multiple imputation using chained equations (MICE) and mediation analysis in R. The dataset (airquality) is already built into R.
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