depression

A longitudinal study comparing a new drug with a standard drug for treatment of 
340 subjects suffering mental depression (Koch et al., 1977, Agresti, 2013). The patients are classified according 
to the severity of the initial diagnosis (mild and severe), the treatment type they received (standard and new drugs)
and the responses on 
the depression assessment (normal and abnormal) at three occasions: after one week (R1), 
two (R2), and four weeks (R3) of treatment.

datasets

Functions for specifying and fitting marginal models for contingency tables proposed
by Bergsma and Rudas (2002) here called hierarchical multinomial marginal models (hmmm) and their extensions presented by Bartolucci et al.
(2007); multinomial Poisson homogeneous (mph) models and homogeneous linear predictor (hlp) models for contingency
tables proposed by Lang (2004) and (2005); hidden Markov models where the distribution of the observed variables
is described by a marginal model.
Inequality constraints on the parameters are allowed and can be tested.

Colombi Roberto

hmmm

Hierarchical Multinomial Marginal Models

depression function

A data frame whose columns contain:<dl class="dl-horizontal">
<dt><code>R3</code></dt><dd>A factor with levels: <code>N</code> as normal, <code>A</code> as abnormal</dd>
<dt><code>R2</code></dt><dd>A factor with levels: <code>N</code> as normal, <code>A</code> as abnormal</dd>
<dt><code>R1</code></dt><dd>A factor with levels: <code>N</code> as normal, <code>A</code> as abnormal</dd>
 <dt><code>Treatment</code></dt><dd>A factor with levels: <code>standard</code>, <code>new drug</code></dd>
 <dt><code>Diagnosis</code></dt><dd>A factor with levels: <code>mild</code>, <code>severe</code></dd>
 <dt><code>Freq</code></dt><dd>A numeric vector of frequencies</dd></dl>

Format

longitudinal study of mental depression — depression

A data frame whose columns contain:<dl class='dl-horizontal'>
<dt><code>R3</code></dt><dd>A factor with levels: <code>N</code> as normal, <code>A</code> as abnormal</dd>
<dt><code>R2</code></dt><dd>A factor with levels: <code>N</code> as normal, <code>A</code> as abnormal</dd>
<dt><code>R1</code></dt><dd>A factor with levels: <code>N</code> as normal, <code>A</code> as abnormal</dd>
 <dt><code>Treatment</code></dt><dd>A factor with levels: <code>standard</code>, <code>new drug</code></dd>
 <dt><code>Diagnosis</code></dt><dd>A factor with levels: <code>mild</code>, <code>severe</code></dd>
 <dt><code>Freq</code></dt><dd>A numeric vector of frequencies</dd></dl>

depression: longitudinal study of mental depression

Description

Usage

Arguments

Format

References

Examples