hmde_assign_data

Assign data to template for chosen model

Wrapper for Stan that offers a number of in-built models to implement a hierarchical Bayesian longitudinal model for repeat observation data. Model choice selects the differential equation that is fit to the observations. Single and multi-individual models are available. O'Brien et al. (2024) <doi:10.1111/2041-210X.14463>.

Tess O'Brien

hmde

Hierarchical Methods for Differential Equations

Daniel Falster

Fonti Kar

David Warton

hmde_assign_data function

<dl><dt>model_template</dt>
<dd>output from hmde_model</dd>
<dt>data</dt>
<dd>Input data tibble with columns including time, y_obs, obs_index, and additionally ind_id for multi-individual models</dd>
<dt>...</dt>
<dd>data-masking name-value pairs allowing specific input of elements</dd></dl>

Arguments

Assign data to template for chosen model — hmde_assign_data

<dl>

<dt>model_template</dt>
<dd>output from hmde_model</dd>


<dt>data</dt>
<dd>Input data tibble with columns including time, y_obs, obs_index, and additionally ind_id for multi-individual models</dd>


<dt>...</dt>
<dd>data-masking name-value pairs allowing specific input of elements</dd>

</dl>

hmde_assign_data: Assign data to template for chosen model

Description

Usage

Value

Arguments

Examples