simulateIDM

Simulate data from an illness-death model with interval censored event times and covariates

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

simulateIDM function

<dl><dt>n</dt>
<dd>number of observations</dd></dl>

Arguments

Sample illness-death model data — simulateIDM

<dl>

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

</dl>

Sample illness-death model data

simulateIDM: Sample illness-death model data

Description

Usage

Value

Arguments

Details

See Also

Examples