kidney

This data consist of times until the first and second recurrences of kidney infection
in 38 patients using a portable dialysis machine (McGilchrist and Aisbett, 1991; Therneau and Lumley, 2015). Each survival
time is the time until infection since the insertion of the catheter.

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

kidney function

A data frame with 76 observations on the following 7 variables.<dl class="dl-horizontal">
 <dt><code>id</code></dt><dd>patients identifier for 38 patients</dd>
 <dt><code>time</code></dt><dd>time until infection since the insertion of the catheter</dd>
 <dt><code>status</code></dt><dd>event stuatus (=1; infection, =0; censoring)</dd>
 <dt><code>age</code></dt><dd>age of patients in years</dd>
 <dt><code>sex</code></dt><dd>1=male, 2=female</dd>
 <dt><code>disease</code></dt><dd>a factor for disease type with levels <code>Other</code>, <code>GN</code>, <code>AN</code> and <code>PKD</code></dd>
 <dt><code>frail</code></dt><dd>frailty estimate from original paper</dd>
 </dl>

Format

Kidney Infection Data — kidney

A data frame with 76 observations on the following 7 variables.<dl class='dl-horizontal'>
 <dt><code>id</code></dt><dd>patients identifier for 38 patients</dd>
 <dt><code>time</code></dt><dd>time until infection since the insertion of the catheter</dd>
 <dt><code>status</code></dt><dd>event stuatus (=1; infection, =0; censoring)</dd>
 <dt><code>age</code></dt><dd>age of patients in years</dd>
 <dt><code>sex</code></dt><dd>1=male, 2=female</dd>
 <dt><code>disease</code></dt><dd>a factor for disease type with levels <code>Other</code>, <code>GN</code>, <code>AN</code> and <code>PKD</code></dd>
 <dt><code>frail</code></dt><dd>frailty estimate from original paper</dd>
 </dl>

kidney: Kidney Infection Data

Description

Usage

Arguments

Format

References