rho^{*})\)</span> or keep the existing state.</p>
</div>
</div>
<h3><i style="font-size: 110%; color:#990017;">References</i></h3>
<div id="refs" class="references">
<div id="ref-Betancourt-Girolami:2013">
<p>Betancourt, Michael, and Mark Girolami. 2013. “Hamiltonian Monte Carlo for Hierarchical Models.” <em>arXiv</em> 1312.0906. <a href="http://arxiv.org/abs/1312.0906" class="uri">http://arxiv.org/abs/1312.0906</a>.</p>
</div>
<div id="ref-Neal:2011">
<p>Neal, Radford. 2011. “MCMC Using Hamiltonian D