data_SRHS_long

Dataset about self-reported health status derived from the Health and Retirement Study conducted by the University of Michigan.

datasets

Latent Markov models for longitudinal continuous and categorical data. See Bartolucci, Pandolfi, Pennoni (2017)<doi:10.18637/jss.v081.i04>.

Francesco Bartolucci

LMest

Generalized Latent Markov Models

Silvia Pandolfi

Fulvia Pennoni

Alessio Farcomeni

Alessio Serafini

data_SRHS_long function

A data frame with 56592 observations on the following 6 variables.<dl>
 <dt><code>t</code></dt>
<dd>occasion of observation</dd> <dt><code>id</code></dt>
<dd>subject id</dd> <dt><code>gender</code></dt>
<dd>sex of the subject coded as 1 for "male", 2 for "female"</dd> <dt><code>race</code></dt>
<dd>race coded as 1 for "white", 2 for "black", 3 for "others"</dd> <dt><code>education</code></dt>
<dd>educational level coded as 1 for "high school", 2 for "general educational diploma", 3 for "high school graduate", 4 for "some college", 5 for "college and above"</dd> <dt><code>age</code></dt>
<dd>age at the different time occasions</dd> <dt><code>srhs</code></dt>
<dd>self-reported health status at the different time occasions coded as 1 for "excellent", 2 for "very good", 3 for "good", 4 for "fair", 5 for "poor"</dd> 
</dl>

Format

Self-reported health status dataset — data_SRHS_long

A data frame with 56592 observations on the following 6 variables.<dl>
 <dt><code>t</code></dt>
<dd>occasion of observation</dd>

 <dt><code>id</code></dt>
<dd>subject id</dd>

 <dt><code>gender</code></dt>
<dd>sex of the subject coded as 1 for "male", 2 for "female"</dd>

 <dt><code>race</code></dt>
<dd>race coded as 1 for "white", 2 for "black", 3 for "others"</dd>

 <dt><code>education</code></dt>
<dd>educational level coded as 1 for "high school", 2 for "general educational diploma", 3 for "high school graduate", 4 for "some college", 5 for "college and above"</dd>

 <dt><code>age</code></dt>
<dd>age at the different time occasions</dd>

 <dt><code>srhs</code></dt>
<dd>self-reported health status at the different time occasions coded as 1 for "excellent", 2 for "very good", 3 for "good", 4 for "fair", 5 for "poor"</dd>

 
</dl>

data_SRHS_long: Self-reported health status dataset

Description

Usage

Arguments

Format

References

Examples