Virtual Library of Simulation Experiments:

Emulation/Prediction Test Problems

---

Gramacy & Lee (2008) Function

Description:

Dimensions: 2

This function is a simple two-dimensional example used for illustrating methods of modeling computer experiment output.

Input Domain:

This function is evaluated on the square x_i ∈ [-2, 6], for all i = 1, 2.

Code:

References:

Gramacy, R. B., & Lee, H. K. (2008). Gaussian processes and limiting linear models. Computational Statistics & Data Analysis, 53(1), 123-136.

Gramacy, R. B., & Lee, H. K. (2009). Adaptive design and analysis of supercomputer experiments. Technometrics, 51(2).

Gramacy, R. B., & Lee, H. K. (2012). Cases for the nugget in modeling computer experiments. Statistics and Computing, 22(3), 713-722.

---

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