corRClasses

Standard classes of spatial correlation structures available for the <code>georamps</code> function.
Spatial Structures:<dl>
 <dt><code>corRCauchy</code></dt>
<dd>Cauchy correlation.</dd> <dt><code>corRExp</code></dt>
<dd>exponential correlation.</dd> <dt><code>corRExpwr</code></dt>
<dd>powered exponential correlation.</dd> <dt><code>corRGaus</code></dt>
<dd>Gaussian correlation.</dd> <dt><code>corRGneit</code></dt>
<dd>Gneiting approximation to Gaussian correlation.</dd> <dt><code>corRLin</code></dt>
<dd>linear correlation.</dd> <dt><code>corRMatern</code></dt>
<dd>Matern correlation.</dd> <dt><code>corRSpher</code></dt>
<dd>spherical correlation.</dd> <dt><code>corRWave</code></dt>
<dd>sine wave correlation.</dd> 
</dl>Spatio-Temporal Structures:<dl>
 <dt><code>corRExp2</code></dt>
<dd>exponential correlation.</dd> <dt><code>corRExpwr2</code></dt>
<dd>powered exponential correlation.</dd> 
</dl>Temporally Integrated Spatial Structure:<dl>
 <dt><code>corRExpwr2Dt</code></dt>
<dd>powered exponential correlation.</dd> 
</dl>

models

Bayesian geostatistical modeling of Gaussian processes using a
reparameterized and marginalized posterior sampling (RAMPS) algorithm
designed to lower autocorrelation in MCMC samples.  Package performance is
tuned for large spatial datasets.

Brian Smith

ramps

Bayesian Geostatistical Modeling with RAMPS

Brian J Smith

Jun Yan

Mary Kathryn Cowles

corRClasses function

Brian Smith <a href="/link/brian-j-smith%40uiowa.edu?package=ramps&version=0.6.18" data-mini-rdoc="ramps::brian-j-smith@uiowa.edu">brian-j-smith@uiowa.edu</a> and Jose Pinheiro <a href="/link/Jose.Pinheiro%40pharma.novartis.com?package=ramps&version=0.6.18" data-mini-rdoc="ramps::Jose.Pinheiro@pharma.novartis.com">Jose.Pinheiro@pharma.novartis.com</a>, and Douglas Bates <a href="/link/bates%40stat.wisc.edu?package=ramps&version=0.6.18" data-mini-rdoc="ramps::bates@stat.wisc.edu">bates@stat.wisc.edu</a>

Author

Standard classes of spatial correlation structures available for the <code>georamps</code> function.
Spatial Structures:<dl>
 <dt><code>corRCauchy</code></dt>
<dd>Cauchy correlation.</dd>

 <dt><code>corRExp</code></dt>
<dd>exponential correlation.</dd>

 <dt><code>corRExpwr</code></dt>
<dd>powered exponential correlation.</dd>

 <dt><code>corRGaus</code></dt>
<dd>Gaussian correlation.</dd>

 <dt><code>corRGneit</code></dt>
<dd>Gneiting approximation to Gaussian correlation.</dd>

 <dt><code>corRLin</code></dt>
<dd>linear correlation.</dd>

 <dt><code>corRMatern</code></dt>
<dd>Matern correlation.</dd>

 <dt><code>corRSpher</code></dt>
<dd>spherical correlation.</dd>

 <dt><code>corRWave</code></dt>
<dd>sine wave correlation.</dd>

 
</dl>

Spatio-Temporal Structures:<dl>
 <dt><code>corRExp2</code></dt>
<dd>exponential correlation.</dd>

 <dt><code>corRExpwr2</code></dt>
<dd>powered exponential correlation.</dd>

 
</dl>

Temporally Integrated Spatial Structure:<dl>
 <dt><code>corRExpwr2Dt</code></dt>
<dd>powered exponential correlation.</dd>

 
</dl>

Spatial Correlation Structure Classes — corRClasses

Brian Smith <a href='mailto:brian-j-smith@uiowa.edu'>brian-j-smith@uiowa.edu</a> and Jose Pinheiro <a href='mailto:Jose.Pinheiro@pharma.novartis.com'>Jose.Pinheiro@pharma.novartis.com</a>, and Douglas Bates <a href='mailto:bates@stat.wisc.edu'>bates@stat.wisc.edu</a>

corRClasses: Spatial Correlation Structure Classes

Description

Arguments

Author

See Also