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MultiVarMI (version 1.0)

Multiple Imputation for Multivariate Data

Description

Fully parametric Bayesian multiple imputation framework for massive multivariate data of different variable types as seen in Demirtas, H. (2017) .

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Version

Install

install.packages('MultiVarMI')

Monthly Downloads

218

Version

1.0

License

GPL-2 | GPL-3

Maintainer

Rawan Allozi

Last Published

April 9th, 2018

Functions in MultiVarMI (1.0)

countrate

Computation of Rates for Count Data
MVN.dat

Computation of Normal Scores for Multivariate Data
MI

Bayesian Multiple Imputation for Multivariate Data
MultiVarMI-package

Multiple Imputation for Multivariate Data
trMVN.dat

Transformation of Normal Scores
ordmps

Computation of Marginal Probabilities for Binary and Ordinal Data
MVN.corr

Calculation of Intermediate Correlation Matrix
nctsum

Summary and Standardization of Continuous Data