ImputeSim.object

This object contains a collection of imputed data sets
derived from a <code>SingleSimFit</code> object and <code>ImputeMechanism</code>

Performs reference based multiple imputation of recurrent event data
based on a negative binomial regression model, as described
by Keene et al (2014) <doi:10.1002/pst.1624>.

Jonathan Bartlett

dejaVu

Multiple Imputation for Recurrent Events

Nikolas Burkoff

Paul Metcalfe

David Ruau

ImputeSim.object function

<dl><dt>singleSim</dt>
<dd>The <code>SingleSim</code> object from which the imputed data sets
have been derived</dd>
<dt>impute.mechanism</dt>
<dd>The <code>ImputeMechanism</code> object used to perform the
imputation</dd>
<dt>imputed.values</dt>
<dd>A matrix with 1 column per imputed data set and two rows:
newevent.times a list of vectors containing the imputed event times (not including the events 
which were observed) and new.censored.times - a vector containing the times at which subjects (with imputed
data) are now censored</dd>
<dt>dropout</dt>
<dd>A vector containing the number of subjects who have dropped out in each arm, for whom data is to be
imputed
Use <code>GetImputedDataSet</code> to extract a single imputed data set and use <code>Simfit</code> to fit
a model to the set of data sets</dd></dl>

Arguments

ImputeSim object — ImputeSim.object

<dl>

<dt>singleSim</dt>
<dd>The <code>SingleSim</code> object from which the imputed data sets
have been derived</dd>


<dt>impute.mechanism</dt>
<dd>The <code>ImputeMechanism</code> object used to perform the
imputation</dd>


<dt>imputed.values</dt>
<dd>A matrix with 1 column per imputed data set and two rows:
newevent.times a list of vectors containing the imputed event times (not including the events 
which were observed) and new.censored.times - a vector containing the times at which subjects (with imputed
data) are now censored</dd>


<dt>dropout</dt>
<dd>A vector containing the number of subjects who have dropped out in each arm, for whom data is to be
imputed
Use <code>GetImputedDataSet</code> to extract a single imputed data set and use <code>Simfit</code> to fit
a model to the set of data sets</dd>

</dl>

ImputeSim.object: ImputeSim object

Description

Arguments

See Also