outermod$selectterms

<p>number of basis <code>terms</code> desired</p>

numterms

<pre>
terms = om$selectterms(numterms)
</pre><p>Returns the best <code>numterms</code> given <code>outermod</code> currently using
maximum variance criteria.</p>

High-dimensional regression using outer product models.  Research on the methods is currently under investigation and published resources will be posted as they are available.  As the method is new, the website is the best resource for understanding the principals. Some of the core ideas are based on Plumlee and coauthors' work on analysis of grid-structured  experiments described in Plumlee (2014) <doi:10.1080/01621459.2014.900250> and  Plumlee, Erickson, Ankenman, Lawrence (2021) <doi:10.1093/biomet/asaa084>.  Some additional textbooks for additional information on Gaussian processes are Rasmussen and Williams (2005) <doi:10.7551/mitpress/3206.001.0001> and  Gramacy (2022) <doi:10.1201/9780367815493>.

Matthew Plumlee

outermod$selectterms: Select optimal terms

Description

Arguments

Value

See Also