evaluate_parameters

Compare estimated parameters to true parameters

Supply functions for the creation and handling of missing
data as well as tools to evaluate missing data methods. Nearly all
possibilities of generating missing data discussed by Santos et al.
(2019) <doi:10.1109/ACCESS.2019.2891360> and some additional are
implemented. Functions are supplied to compare parameter estimates
and imputed values to true values to evaluate missing data methods.
Evaluations of these types are done, for example, by Cetin-Berber et
al. (2019) <doi:10.1177/0013164418805532> and Kim et al. (2005)
<doi:10.1093/bioinformatics/bth499>.

Tobias Rockel

missMethods

Methods for Missing Data

evaluate_parameters function

<dl><dt>pars_est</dt>
<dd>A vector or matrix of estimated parameters.</dd>
<dt>pars_true</dt>
<dd>True parameters, normally a vector or a matrix.</dd>
<dt>criterion</dt>
<dd>A string specifying the used criterion for comparing the
imputed and original values.</dd>
<dt>tolerance</dt>
<dd>Numeric, only used for <code>criterion = "precision"</code>:
numeric differences smaller than tolerance are treated as zero/equal.</dd>
<dt>est_pars</dt>
<dd>Deprecated, renamed to <code>pars_est</code>.</dd>
<dt>true_pars</dt>
<dd>Deprecated, renamed to <code>pars_true</code>.</dd></dl>

Arguments

Evaluate estimated parameters — evaluate_parameters

<dl>

<dt>pars_est</dt>
<dd>A vector or matrix of estimated parameters.</dd>


<dt>pars_true</dt>
<dd>True parameters, normally a vector or a matrix.</dd>


<dt>criterion</dt>
<dd>A string specifying the used criterion for comparing the
imputed and original values.</dd>


<dt>tolerance</dt>
<dd>Numeric, only used for <code>criterion = "precision"</code>:
numeric differences smaller than tolerance are treated as zero/equal.</dd>


<dt>est_pars</dt>
<dd>Deprecated, renamed to <code>pars_est</code>.</dd>


<dt>true_pars</dt>
<dd>Deprecated, renamed to <code>pars_true</code>.</dd>

</dl>

evaluate_parameters: Evaluate estimated parameters

Description

Usage

Value

Arguments

Details

References

See Also

Examples