hmc_diagnostics

hmc_diagnostics.dynamitefit

Prints the divergences, saturated treedepths, and low E-BFMI warnings.

Easy-to-use and efficient interface for
Bayesian inference of complex panel (time series) data using dynamic
multivariate panel models by Helske and Tikka (2024)
<doi:10.1016/j.alcr.2024.100617>. The package supports joint modeling of
multiple measurements per individual, time-varying and time-invariant
effects, and a wide range of discrete and continuous distributions.
Estimation of these dynamic multivariate panel models is carried out via
'Stan'. For an in-depth tutorial of the package, see
(Tikka and Helske, 2024) <doi:10.48550/arXiv.2302.01607>.

Santtu Tikka

dynamite

Bayesian Modeling and Causal Inference for Multivariate
Longitudinal Data

Jouni Helske

Nicholas Clark

Lucy D'Agostino McGowan

hmc_diagnostics function

<dl><dt>x</dt>
<dd>[<code>dynamitefit</code>] The model fit object.</dd>
<dt>...</dt>
<dd>Ignored.</dd></dl>

Arguments

HMC Diagnostics for a dynamite Model — hmc_diagnostics

<dl>

<dt>x</dt>
<dd>[<code>dynamitefit</code>] The model fit object.</dd>


<dt>...</dt>
<dd>Ignored.</dd>

</dl>

hmc_diagnostics: HMC Diagnostics for a dynamite Model

Description

Usage

Value

Arguments

See Also