insert_bugfile_chunk_reg_discrete_predictor_etiology

insert etiology regression for latent status code chunk into .bug file; discrete predictors

Provides functions to specify, fit and visualize
nested partially-latent class models (
Wu, Deloria-Knoll, Hammitt, and Zeger (2016) <doi:10.1111/rssc.12101>;
Wu, Deloria-Knoll, and Zeger (2017) <doi:10.1093/biostatistics/kxw037>;
Wu and Chen (2021) <doi:10.1002/sim.8804>) for
inference of population disease etiology and individual diagnosis. In the motivating
Pneumonia Etiology Research for Child Health (PERCH) study, because both quantities
of interest sum to one hundred percent, the PERCH scientists frequently refer to
them as population etiology pie and individual etiology pie, hence the name of the package.

Zhenke Wu

baker

"Nested Partially Latent Class Models"

Scott Zeger

John Muschelli

Irena Chen

insert_bugfile_chunk_reg_discrete_predictor_etiology function

<dl><dt>Jcause</dt>
<dd>The number of distinct causes, i.e., categories of latent health
status; equals <code>length(model_options$likelihood$cause_list)</code>.</dd>
<dt>ppd</dt>
<dd>Default is NULL; set to TRUE for posterior predictive checking</dd></dl>

Arguments

insert etiology regression for latent status code chunk into .bug file; discrete predictors — insert_bugfile_chunk_reg_discrete_predictor_etiology

<dl>

<dt>Jcause</dt>
<dd>The number of distinct causes, i.e., categories of latent health
status; equals <code>length(model_options$likelihood$cause_list)</code>.</dd>


<dt>ppd</dt>
<dd>Default is NULL; set to TRUE for posterior predictive checking</dd>

</dl>

insert_bugfile_chunk_reg_discrete_predictor_etiology: insert etiology regression for latent status code chunk into .bug file; discrete predictors

Description

Usage

Value

Arguments