Screening Test Problems
The following are test functions and datasets found in the literature on input variable screening and sensitivity analysis in computer experiments. Each page contains information about the corresponding function or dataset, as well as MATLAB and R implementations.
- Borehole Function
- MARTHE Dataset
- Moon et al. (2012) Function
- OTL Circuit Function
- Piston Simulation Function
- Wing Weight Function
- Moon (2010) High-Dimensionality Function
- Moon (2010) Low-Dimensionality Function
- Welch et al. (1992) Function
- Linkletter et al. (2006) Decreasing Coefficients Function
- Linkletter et al. (2006) No Signal Function
- Linkletter et al. (2006) Simple Function
- Linkletter et al. (2006) Sinusoidal Function
- Loeppky et al. (2013) Function
- Morris et al. (2006) Function
- Oakley & O'Hagan (2004) Function
- Moon (2010) Mixed Function
- G-Function
- Morokoff & Caflisch (1995) Function 1
- Roos & Arnold (1963) Function
- Bratley et al. (1992) Function
- Ishigami Function
- Sobol' & Levitan (1999) Function
- Williams et al. (2006) Function
Physical Models
Strong Interactions
High Dimensionality
Qualitative and Quantitative Inputs
Product Integrand Functions
Other
For questions or comments, please email Derek Bingham at: dbingham@stat.sfu.ca.
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