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missDiag (version 1.0.1)

Comparing Observed and Imputed Values under MAR and MCAR

Description

Implements the computation of discrepancy statistics summarizing differences between the density of imputed and observed values and the construction of weights to balance covariates that are part of the missing data mechanism as described in Marbach (2021) .

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Install

install.packages('missDiag')

Monthly Downloads

197

Version

1.0.1

License

GPL-3

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Maintainer

Moritz Marbach

Last Published

August 6th, 2021

Functions in missDiag (1.0.1)

anes08

11 Variables from the 2008 American National Election Study
param_cobalt

Construct parameter list for cobalt
param_ebal

Construct parameter list for ebalance
param_sbw

Construct parameter list for sbw
missDiag

Comparing Observed and Imputed Values under MAR and MCAR