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Draft: [surrogate] add new implementation of the prediction std.

Merged Draft: [surrogate] add new implementation of the prediction std.
fix/pca into master
Merged Farid Mohammadi requested to merge fix/pca into master

Compute the prediction standard deviation for PCE+PCA. Based on this paper.

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