Virtual Library of Simulation Experiments:

Emulation/Prediction Test Problems

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Holsclaw et al. (2013) Logarithmic Function

Description:

Dimensions: 1

Holsclaw et al. (2013) model the derivative of the curve of this function, adding a small error term
ε ~ N(0, 0.5²) to the response.

Input Domain:

The function is evaluated on x ∈ [0, 5].

Code:

Reference:

Holsclaw, T., Sanso, B., Lee, H. K., Heitmann, K., Habib, S., Higdon, D., & Alam, U. (2013). Gaussian process modeling of derivative curves. Technometrics, 55(1), 57-67.

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