sim.survIC

Function to simulate interval censored survival data

Estimation of two-state (survival) models and irreversible illness-
death models with possibly interval-censored, left-truncated and right-censored
data. Proportional intensities regression models can be specified to allow for
covariates effects separately for each transition. We use either a parametric
approach with Weibull baseline intensities or a semi-parametric approach with
M-splines approximation of baseline intensities in order to obtain smooth
estimates of the hazard functions. Parameter estimates are obtained by maximum
likelihood in the parametric approach and by penalized maximum likelihood in the
semi-parametric approach.

Thomas Alexander Gerds

SmoothHazard

Estimation of Smooth Hazard Models for Interval-Censored Data

Celia Touraine

Pierre Joly

Cecile Proust-Lima

Helene Jacqmin-Gadda

Amadou Diakite

W.D. Cody

A.H. Morris

B.W. Brown

Robin Genuer

sim.survIC function

<dl><dt>x</dt>
<dd>An <code>survIC</code> object as obtained with
<code>survIC</code></dd>
<dt>n</dt>
<dd>Number of observations</dd>
<dt>compliance</dt>
<dd>Probability of missing an inspection time.</dd>
<dt>latent</dt>
<dd>if TRUE keep the latent event times</dd>
<dt>keep.inspectiontimes</dt>
<dd>if <code>TRUE</code> keep the inspection
times.</dd>
<dt>...</dt>
<dd>Extra arguments given to <code>sim</code></dd></dl>

Arguments

Author

Simulate interval censored survival data — sim.survIC

<dl>

<dt>x</dt>
<dd>An <code>survIC</code> object as obtained with
<code>survIC</code></dd>


<dt>n</dt>
<dd>Number of observations</dd>


<dt>compliance</dt>
<dd>Probability of missing an inspection time.</dd>


<dt>latent</dt>
<dd>if TRUE keep the latent event times</dd>


<dt>keep.inspectiontimes</dt>
<dd>if <code>TRUE</code> keep the inspection
times.</dd>


<dt>...</dt>
<dd>Extra arguments given to <code>sim</code></dd>

</dl>

Simulate interval censored survival data

sim.survIC: Simulate interval censored survival data

Description

Usage

Value

Arguments

Author

Details

Examples