predrgasp-class

S4 class for the prediction of a Robust GaSP

 classes 

Robust parameter estimation and prediction of Gaussian stochastic
process emulators. It allows for robust parameter estimation and prediction using
Gaussian stochastic process emulator. It also implements the parallel partial
Gaussian stochastic process emulator for computer model with massive outputs
See the reference: Mengyang Gu and Jim Berger, 2016, Annals of Applied Statistics;
Mengyang Gu, Xiaojing Wang and Jim Berger, 2018, Annals of Statistics.

Mengyang Gu

RobustGaSP

Robust Gaussian Stochastic Process Emulation

Jesus Palomo

James Berger

predrgasp-class function

Objects of this class are created and initialized with the function <code>predict.rgasp</code> that computes the prediction on Robust GaSP models after the Robust GaSP model has been constructed.

Objects from the Class

<dl>
	 <dt><code>call</code>:</dt>
<dd><code>call</code> to <code>predict.rgasp</code> function where the returned object has been created.</dd> <dt><code>mean</code>:</dt>
<dd>predictive mean for the testing inputs.</dd> <dt><code>lower95</code>:</dt>
<dd>lower bound of the 95% posterior credible interval.</dd> <dt><code>upper95</code>:</dt>
<dd>upper bound of the 95% posterior credible interval.</dd> <dt><code>sd</code>:</dt>
<dd>standard deviation of each <code>testing_input</code>.</dd> 
</dl>

Slots

tools:::Rd_package_author("RobustGaSP")
Maintainer: tools:::Rd_package_maintainer("RobustGaSP")

Author

Predictive robust GaSP class — predrgasp-class

<dl>
	 <dt><code>call</code>:</dt>
<dd><code>call</code> to <code>predict.rgasp</code> function where the returned object has been created.</dd>

 <dt><code>mean</code>:</dt>
<dd>predictive mean for the testing inputs.</dd>

 <dt><code>lower95</code>:</dt>
<dd>lower bound of the 95% posterior credible interval.</dd>

 <dt><code>upper95</code>:</dt>
<dd>upper bound of the 95% posterior credible interval.</dd>

 <dt><code>sd</code>:</dt>
<dd>standard deviation of each <code>testing_input</code>.</dd>

 
</dl>

predrgasp-class: Predictive robust GaSP class

Description

Arguments

Objects from the Class

Slots

Author

See Also