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CoImp (version 1.0)

Copula Based Imputation Method

Description

Copula based imputation method. A semiparametric imputation procedure for missing multivariate data based on conditional copula specifications.

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Version

Install

install.packages('CoImp')

Monthly Downloads

702

Version

1.0

License

GPL (>= 2)

Maintainer

Francesca Marta Lilja Di Lascio

Last Published

June 28th, 2019

Functions in CoImp (1.0)

CoImp

Copula-Based Imputation Method
MCAR

Generation of multivariate MCAR data
PerfMeasure

Performance measures for evaluating the goodness of an imputed database
MAR

Generation of multivariate missing at random (MAR) data
CoImp-class

Class "CoImp"
MAR-class

Class "MAR"
MCAR-class

Class "MCAR"
PerfMeasure-class

Class "PerfMeasure"