Sensitivity Analysis

[BradyPlanden]

• sub-crate for sensitivity analysis
  • Interface accepts a callable that returns a singular value or a value + gradient
  • If grad not provided, SOBOL sampling to construct parameter sensitivities (callable args)
  • Otherwise, fewer functions calls required but still SOBOL sampling with gradient used for sensitivity analysis
  • Consider ANOVA as an alternative method