Virtual Library of Simulation Experiments:

Test Functions and Datasets

Linkletter et al. (2006) Simple Function


Description:

Dimensions: 10

This function is used for input variable screening, because only four of its input variables have a non-zero effect on the response. A small error term ε ~ N(0, 0.052) is added to the response.

Input Domain:

The function is evaluated on the scaled input domain xi ∈ [0, 1], for all i = 1, …, 10.

Code:


Reference:

Linkletter, C., Bingham, D., Hengartner, N., Higdon, D., & Kenny, Q. Y. (2006). Variable selection for Gaussian process models in computer experiments. Technometrics, 48(4).



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



LastUpdated
Authors
Copy