NPCoImp-class: Class "NPCoImp"

In CoImp: Parametric and Non-Parametric Copula-Based Imputation Methods

Class "NPCoImp"

Description

A class for NPCoImp and its extensions

Objects from the Class

Objects can be created by calls of the form new("NPCoImp", ...).

Slots

Imputed.matrix

Object of class "matrix". The imputed data matrix.

Selected.alpha

Object of class "vector". The order of the quantiles selected for the imputation.

numFlat

Object of class "numeric". The number of possible flat empirical conditional copulas, i.e. when the fucntion cannot be empirically reconstruct.

Methods

show

signature(object = "NPCoImp"): ...

Author(s)

F. Marta L. Di Lascio <[e-mail]>, Aurora Gatto <[e-mail]>

References

Di Lascio, F.M.L, Gatto A. (202x) "A non-parametric conditional copula-based imputation method". Under review.

See Also

CoImp, MCAR, MAR.

Examples

showClass("NPCoImp")

CoImp documentation built on Sept. 11, 2024, 7:51 p.m.