bacteria

Tests of the presence of the bacteria H. influenzae in children with otitis media in the Northern
Territory of Australia (Ripley, et al., 2016).

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

bacteria function

A data frame with 220 observations on the following 6 variables.<dl class="dl-horizontal">
 <dt><code>y</code></dt><dd>a factor with levels <code>n</code> (absence of bacteria) and <code>y</code> (preence of bacteria)</dd>
 <dt><code>ap</code></dt><dd>a factor with levels <code>a</code> (active) and <code>p</code> (placebo)</dd>
 <dt><code>hilo</code></dt><dd>a factor with levels <code>hi</code> (high compliance) and <code>lo</code> (low compliance)</dd>
 <dt><code>week</code></dt><dd>week of test</dd>
 <dt><code>ID</code></dt><dd>subjects identifier</dd>
 <dt><code>trt</code></dt><dd>a factor with levels <code>placebo</code>, <code>drug</code> and <code>drug+</code></dd>
 </dl>

Format

Bacteria Data — bacteria

A data frame with 220 observations on the following 6 variables.<dl class='dl-horizontal'>
 <dt><code>y</code></dt><dd>a factor with levels <code>n</code> (absence of bacteria) and <code>y</code> (preence of bacteria)</dd>
 <dt><code>ap</code></dt><dd>a factor with levels <code>a</code> (active) and <code>p</code> (placebo)</dd>
 <dt><code>hilo</code></dt><dd>a factor with levels <code>hi</code> (high compliance) and <code>lo</code> (low compliance)</dd>
 <dt><code>week</code></dt><dd>week of test</dd>
 <dt><code>ID</code></dt><dd>subjects identifier</dd>
 <dt><code>trt</code></dt><dd>a factor with levels <code>placebo</code>, <code>drug</code> and <code>drug+</code></dd>
 </dl>

bacteria: Bacteria Data

Description

Usage

Arguments

Format

References