re precisely, the no-U-turn sampler), thus avoiding some difficulties that occur with one-dimension-at-a-time sampling in high dimensions but at the cost of requiring the computation of the entire log density at each step.</p>
</section>
<section id="differences-in-tuning-during-warmup" class="level3 unnumbered">
<h3 class="unnumbered anchored" data-anchor-id="differences-in-tuning-during-warmup">Differences in tuning during warmup</h3>
<p>BUGS tunes its adaptive jumping (if necessary) during its warmup pha