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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
Version
1.0
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Install
install.packages('MultiVarMI')
Monthly Downloads
134
Version
1.0
License
GPL-2 | GPL-3
Maintainer
Rawan Allozi
Last Published
April 9th, 2018
Functions in MultiVarMI (1.0)
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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