aids.id

In the AIDS data, survival data can be summarized for each of patients. Times to death were also recorded with 40 percent of censoring rate.

Allows various models for multivariate response variables where each response is assumed to follow double hierarchical generalized linear models. In double hierarchical generalized linear models, the mean, dispersion parameters for variance of random effects, and residual variance can be further modeled as random-effect models.

Maengseok Noh

mdhglm

Multivariate Double Hierarchical Generalized Linear Models

aids.id function

A data frame with 467 observations on the following 12 variables.<dl class="dl-horizontal">
 <dt><code>patient</code></dt><dd>patients identifier for 467 patients</dd>
 <dt><code>Time</code></dt><dd>time to death or censoring</dd>
 <dt><code>death</code></dt><dd>status with 0 denoting censoring and 1 death for patient</dd>
 <dt><code>CD4</code></dt><dd>CD4 cells count</dd>
 <dt><code>obstime</code></dt><dd>time points at which the CD4 cells count was recorded</dd>
 <dt><code>drug</code></dt><dd>a factor with levels <code>ddC</code> (zalcitabine) and <code>ddI</code> (didanosine)</dd>
 <dt><code>gender</code></dt><dd>a factor with levels <code>female</code> and <code>male</code></dd>
 <dt><code>prevOI</code></dt><dd>a factor with levels <code>noAIDS</code> (previous opportunistic infection at study entry) and <code>AIDS</code> (no previous infection)</dd>
 <dt><code>AZT</code></dt><dd>a factor with levels <code>intolerance</code> (AZT intolerance) and <code>failure</code> (AZT failure)</dd>
 <dt><code>start</code></dt><dd>start of time in the first interval</dd>
 <dt><code>stop</code></dt><dd>end of time in the first interval</dd>
 <dt><code>event</code></dt><dd>status with 0 denoting censoring and 1 death in the first interval</dd>
 </dl>

Format

Survival Time Data for each of Patients on the AIDS Data — aids.id

A data frame with 467 observations on the following 12 variables.<dl class='dl-horizontal'>
 <dt><code>patient</code></dt><dd>patients identifier for 467 patients</dd>
 <dt><code>Time</code></dt><dd>time to death or censoring</dd>
 <dt><code>death</code></dt><dd>status with 0 denoting censoring and 1 death for patient</dd>
 <dt><code>CD4</code></dt><dd>CD4 cells count</dd>
 <dt><code>obstime</code></dt><dd>time points at which the CD4 cells count was recorded</dd>
 <dt><code>drug</code></dt><dd>a factor with levels <code>ddC</code> (zalcitabine) and <code>ddI</code> (didanosine)</dd>
 <dt><code>gender</code></dt><dd>a factor with levels <code>female</code> and <code>male</code></dd>
 <dt><code>prevOI</code></dt><dd>a factor with levels <code>noAIDS</code> (previous opportunistic infection at study entry) and <code>AIDS</code> (no previous infection)</dd>
 <dt><code>AZT</code></dt><dd>a factor with levels <code>intolerance</code> (AZT intolerance) and <code>failure</code> (AZT failure)</dd>
 <dt><code>start</code></dt><dd>start of time in the first interval</dd>
 <dt><code>stop</code></dt><dd>end of time in the first interval</dd>
 <dt><code>event</code></dt><dd>status with 0 denoting censoring and 1 death in the first interval</dd>
 </dl>

aids.id: Survival Time Data for each of Patients on the AIDS Data

Description

Usage

Arguments

Format

References