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CoImp (version 2.0.0)

Parametric and Non-Parametric Copula-Based Imputation Methods

Description

Copula-based imputation methods: parametric and non-parametric algorithms for missing multivariate data through conditional copulas.

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Version

Install

install.packages('CoImp')

Monthly Downloads

593

Version

2.0.0

License

GPL (>= 2)

Maintainer

Francesca Marta Lilja Di Lascio

Last Published

May 9th, 2024

Functions in CoImp (2.0.0)

NPCoImp

Non-Parametric Copula-Based Imputation Method
CoImp

Copula-Based Imputation Method
PerfMeasure-class

Class "PerfMeasure"
NPCoImp-class

Class "NPCoImp"
MCAR-class

Class "MCAR"
PerfMeasure

Performance measures for evaluating the goodness of an imputed database
MCAR

Generation of multivariate MCAR data
MAR-class

Class "MAR"
MAR

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

Class "CoImp"