diabetes

The data was colleceted to test a laser treatment for delaying blindness in
patients with dibetic retinopathy. The subset of 197 patiens given in Huster
et al. (1989) is used.

package

Implementation of various statistical models for multivariate
event history data <doi:10.1007/s10985-013-9244-x>. Including multivariate
cumulative incidence models <doi:10.1002/sim.6016>, and bivariate random
effects probit models (Liability models) <doi:10.1016/j.csda.2015.01.014>.
Modern methods for survival analysis, including regression modelling (Cox, Fine-Gray,
Ghosh-Lin, Binomial regression) with fast computation of influence functions.

Klaus Holst

mets

Analysis of Multivariate Event Times

Klaus K. Holst

Thomas Scheike 

diabetes function

This data frame contains the following columns:<dl>
<dt>id</dt>
<dd>a numeric vector. Patient code.</dd>
 <dt>agedx</dt>
<dd>a numeric vector.
Age of patient at diagnosis.</dd>
 <dt>time</dt>
<dd>a numeric vector. Survival time:
time to blindness or censoring.</dd>
 <dt>status</dt>
<dd>a numeric vector code.
Survival status. 1: blindness, 0: censored.</dd>
 <dt>trteye</dt>
<dd>a numeric vector
code. Random eye selected for treatment. 1: left eye 2: right eye.</dd><dt>treat</dt>
<dd>a numeric vector. 1: treatment 0: untreated.</dd>
 <dt>adult</dt>
<dd>a
numeric vector code. 1: younger than 20, 2: older than 20.</dd>
 
</dl>

Format

The Diabetic Retinopathy Data — diabetes

This data frame contains the following columns:<dl>
<dt>id</dt>
<dd>a numeric vector. Patient code.</dd>
 <dt>agedx</dt>
<dd>a numeric vector.
Age of patient at diagnosis.</dd>
 <dt>time</dt>
<dd>a numeric vector. Survival time:
time to blindness or censoring.</dd>
 <dt>status</dt>
<dd>a numeric vector code.
Survival status. 1: blindness, 0: censored.</dd>
 <dt>trteye</dt>
<dd>a numeric vector
code. Random eye selected for treatment. 1: left eye 2: right eye.</dd>

<dt>treat</dt>
<dd>a numeric vector. 1: treatment 0: untreated.</dd>
 <dt>adult</dt>
<dd>a
numeric vector code. 1: younger than 20, 2: older than 20.</dd>
 
</dl>

diabetes: The Diabetic Retinopathy Data

Description

Arguments

Format

Examples