reexports

as_draws

as_draws_matrix

as_draws_df

as_draws_array

as_draws_list

as_draws_rvars

conditional_effects

prior

prior_

set_prior

prior_string

loo_compare

predictions

avg_predictions

plot_predictions

slopes

plot_slopes

comparisons

plot_comparisons

datagrid

hypotheses

get_predict

get_data

mcmc_plot

posterior_predict

posterior_epred

posterior_linpred

stancode

standata

augment

These objects are imported from other packages. Follow the links
below to see their documentation.
<dl>
 <dt>brms</dt>
<dd><code>conditional_effects</code>, <code>gp</code>, <code>mcmc_plot</code>, <code>prior</code>, <code>prior_</code>, <code>prior_string</code>, <code>set_prior</code>, <code>stancode</code>, <code>standata</code></dd>
 <dt>generics</dt>
<dd><code><a href="https://generics.r-lib.org/reference/augment.html">augment</a></code></dd>
 <dt>insight</dt>
<dd><code>get_data</code></dd>
 <dt>loo</dt>
<dd><code>loo</code>, <code>loo_compare</code></dd>
 <dt>marginaleffects</dt>
<dd><code>avg_predictions</code>, <code>comparisons</code>, <code>datagrid</code>, <code>get_predict</code>, <code>hypotheses</code>, <code>plot_comparisons</code>, <code>plot_predictions</code>, <code>plot_slopes</code>, <code>predictions</code>, <code>slopes</code></dd>
 <dt>mgcv</dt>
<dd><code><a href="/link/s?package=mvgam&version=1.1.51" data-mini-rdoc="mvgam::s">s</a></code>, <code><a href="/link/t2?package=mvgam&version=1.1.51" data-mini-rdoc="mvgam::t2">t2</a></code>, <code><a href="/link/te?package=mvgam&version=1.1.51" data-mini-rdoc="mvgam::te">te</a></code>, <code><a href="/link/ti?package=mvgam&version=1.1.51" data-mini-rdoc="mvgam::ti">ti</a></code></dd>
 <dt>posterior</dt>
<dd><code>as_draws</code>, <code>as_draws_array</code>, <code>as_draws_df</code>, <code>as_draws_list</code>, <code>as_draws_matrix</code>, <code>as_draws_rvars</code></dd>
 <dt>rstantools</dt>
<dd><code>posterior_epred</code>, <code>posterior_linpred</code>, <code>posterior_predict</code></dd>
</dl>

internal

Fit Bayesian Dynamic Generalized Additive Models to multivariate observations. Users can build nonlinear State-Space models that can incorporate semiparametric effects in observation and process components, using a wide range of observation families. Estimation is performed using Markov Chain Monte Carlo with Hamiltonian Monte Carlo in the software 'Stan'. References: Clark & Wells (2023) <doi:10.1111/2041-210X.13974>.

Nicholas J Clark

mvgam

Multivariate (Dynamic) Generalized Additive Models

reexports function

These objects are imported from other packages. Follow the links
below to see their documentation.
<dl>
 <dt>brms</dt>
<dd><code>conditional_effects</code>, <code>gp</code>, <code>mcmc_plot</code>, <code>prior</code>, <code>prior_</code>, <code>prior_string</code>, <code>set_prior</code>, <code>stancode</code>, <code>standata</code></dd>


 <dt>generics</dt>
<dd><code><a href='https://generics.r-lib.org/reference/augment.html'>augment</a></code></dd>


 <dt>insight</dt>
<dd><code>get_data</code></dd>


 <dt>loo</dt>
<dd><code>loo</code>, <code>loo_compare</code></dd>


 <dt>marginaleffects</dt>
<dd><code>avg_predictions</code>, <code>comparisons</code>, <code>datagrid</code>, <code>get_predict</code>, <code>hypotheses</code>, <code>plot_comparisons</code>, <code>plot_predictions</code>, <code>plot_slopes</code>, <code>predictions</code>, <code>slopes</code></dd>


 <dt>mgcv</dt>
<dd><code><a href='https://rdrr.io/pkg/mgcv/man/s.html'>s</a></code>, <code><a href='https://rdrr.io/pkg/mgcv/man/t2.html'>t2</a></code>, <code><a href='https://rdrr.io/pkg/mgcv/man/te.html'>te</a></code>, <code><a href='https://rdrr.io/pkg/mgcv/man/te.html'>ti</a></code></dd>


 <dt>posterior</dt>
<dd><code>as_draws</code>, <code>as_draws_array</code>, <code>as_draws_df</code>, <code>as_draws_list</code>, <code>as_draws_matrix</code>, <code>as_draws_rvars</code></dd>


 <dt>rstantools</dt>
<dd><code>posterior_epred</code>, <code>posterior_linpred</code>, <code>posterior_predict</code></dd>


</dl>

Objects exported from other packages — reexports

Objects exported from other packages

reexports: Objects exported from other packages

Description

Arguments