A parity-augmented ANOVA decomposition is established for functions on the sphere using orthogonal bases to capture geometry-induced variable dependencies.
Labreuche.Contribution of Subsets of Variables in Global Sensitivity Analysis with Dependent Variables, pages 233–248
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Sensitivity Analysis on the Sphere and a Spherical ANOVA Decomposition
A parity-augmented ANOVA decomposition is established for functions on the sphere using orthogonal bases to capture geometry-induced variable dependencies.