NPCoImp-class

show,NPCoImp-method

A class for <code>NPCoImp</code> and its extensions

classes

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

Francesca Marta Lilja Di Lascio

CoImp

Parametric and Nonparametric Copula-Based Imputation Methods

Aurora Gatto

Simone Giannerini

NPCoImp-class function

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

Objects from the Class

<dl>
 <dt><code>Imputed.matrix</code></dt>
<dd>Object of class <code>"matrix"</code>. The imputed data matrix.</dd> <dt><code>Selected.alpha</code></dt>
<dd>Object of class <code>"vector"</code>. The (conditional) probability of the lower-orthant quantile selected for the imputation.</dd> <dt><code>numFlat</code></dt>
<dd>Object of class <code>"numeric"</code>. The number of possible flat empirical copula-based conditional probability functions, i.e. when the function cannot be empirically estimated.</dd>
</dl>

Slots

<dl>
 <dt>show</dt>
<dd><code>signature(object = "NPCoImp")</code>: ...</dd>
 
	 
</dl>

Methods

F. Marta L. Di Lascio &lt;marta.dilascio@unibz.it&gt;,
Aurora Gatto &lt;aurora.gatto@unibz.it&gt;

Author

Class "NPCoImp" — NPCoImp-class

<dl>
 <dt><code>Imputed.matrix</code></dt>
<dd>Object of class <code>"matrix"</code>. The imputed data matrix.</dd>

 <dt><code>Selected.alpha</code></dt>
<dd>Object of class <code>"vector"</code>. The (conditional) probability of the lower-orthant quantile selected for the imputation.</dd>

 <dt><code>numFlat</code></dt>
<dd>Object of class <code>"numeric"</code>. The number of possible flat empirical copula-based conditional probability functions, i.e. when the function cannot be empirically estimated.</dd>


</dl>

NPCoImp-class: Class "NPCoImp"

Description

Arguments

Objects from the Class

Slots

Methods

Author

References

See Also

Examples