H.fun.app

subsets

basis

Returns the matrix of bases H. The &#8220;app&#8221; of the function name means
&#8220;approximator&#8221;, to distinguish it from function <code>H.fun()</code>
of the calibrator package.

array

H.fun

Performs Bayesian prediction of complex computer codes when fast approximations are available.  It uses a hierarchical version of the Gaussian process, originally proposed by Kennedy and O'Hagan (2000), Biometrika 87(1):1.

Robin K S Hankin

approximator

Bayesian Prediction of Complex Computer Codes

H.fun function

<dl> <dt>D1</dt>
<dd>Design matrix for level 1 code</dd> <dt>subsets</dt>
<dd>Subsets object</dd> <dt>basis</dt>
<dd>Basis function</dd> <dt>hpa</dt>
<dd>Hyperparameter object</dd></dl>

Arguments

Author

The H matrix — H.fun

<dl>

 <dt>D1</dt>
<dd>Design matrix for level 1 code</dd>

 <dt>subsets</dt>
<dd>Subsets object</dd>

 <dt>basis</dt>
<dd>Basis function</dd>

 <dt>hpa</dt>
<dd>Hyperparameter object</dd>

</dl>

H.fun: The H matrix

Description

Usage

Arguments

Author

References

Examples