Virtual Library of Simulation Experiments:

Emulation/Prediction Test Problems

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Higdon (2002) Function

Description:

Dimensions: 1

This function is a simple example used to test s method of space modeling. The values of the input variable s are spatial locations. A small error term ε ~ N(0, 0.1²) is added to the response.

Input Domain:

The function is evaluated on s ∈ [0, 10] (the spatial region).

Code:

Reference:

Higdon, D. (2002). Space and space-time modeling using process convolutions. In Quantitative methods for current environmental issues (pp. 37-56). Springer London.

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For questions or comments, please email Derek Bingham at: dbingham@stat.sfu.ca.