lpdfvec

Rcpp_lpdfvec-class

Rcpp_lpdfvec

one reference to a <code>lpdf</code> instance

loglik

another reference to a <code>lpdf</code> instance that shares 
<code><a rd-options="" href="/link/outermod?package=outerbase&version=0.1.0" data-mini-rdoc="outerbase::outermod">outermod</a></code> with <code>loglik</code>

logpr

<pre>
logpdf = new(lpdfvec, loglik, logpr)
</pre>This is a class where each instance contains two <code><a rd-options="" href="/link/lpdf?package=outerbase&version=0.1.0" data-mini-rdoc="outerbase::lpdf">lpdf</a></code> 
instances and can be 
manipulated as a single instance. It presumes both are based on the same
<code><a rd-options="" href="/link/outermod?package=outerbase&version=0.1.0" data-mini-rdoc="outerbase::outermod">outermod</a></code> instance, thus they share hyperparameters. However
the model parameters are concatenated. Currently also includes variations
on marginal adjustments.
Currently it is designed only for a pair, but the ordering is arbitrary.

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

outerbase

Outer Product Regression

lpdfvec function

<dl class="dl-horizontal">
<dt><code>lpdfvec$domarg</code></dt><dd>A boolean that controls if marginal adjustment is 
done</dd>
</dl>

Fields

another reference to a <code>lpdf</code> instance that shares 
<code><a rd-options='' href='outermod'>outermod</a></code> with <code>loglik</code>

<pre>
logpdf = new(lpdfvec, loglik, logpr)
</pre>This is a class where each instance contains two <code><a rd-options='' href='lpdf'>lpdf</a></code> 
instances and can be 
manipulated as a single instance. It presumes both are based on the same
<code><a rd-options='' href='outermod'>outermod</a></code> instance, thus they share hyperparameters. However
the model parameters are concatenated. Currently also includes variations
on marginal adjustments.
Currently it is designed only for a pair, but the ordering is arbitrary.

lpdfvec: Vector of `lpdf` instances

Description

Arguments

Value

Fields

See Also