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CoImp (version 2.0.2)

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

348

Version

2.0.2

License

GPL (>= 2)

Maintainer

Francesca Marta Lilja Di Lascio

Last Published

December 20th, 2024

Functions in CoImp (2.0.2)

MCAR

Generation of multivariate MCAR data
NPCoImp

Non-Parametric Copula-Based Imputation Method
PerfMeasure-class

Class "PerfMeasure"
CoImp-class

Class "CoImp"
MCAR-class

Class "MCAR"
MAR-class

Class "MAR"
NPCoImp-class

Class "NPCoImp"
PerfMeasure

Performance measures for evaluating the goodness of an imputed database
MAR

Generation of multivariate missing at random (MAR) data
CoImp

Copula-Based Imputation Method