Implement variance decomposition #3
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divine7022
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Closes: #153
This PR implements the uncertainty partitioning / variance decomposition workflow, the final step in the uncertainty analysis pipeline. It integrates the results from the global SA (Sobol) and local SA (OAT) to decompose predictive uncertainty into its constituent sources: parameters, initial conditions, meteorological drivers, and residual / process error ( not implemented yet )
Explained in detail in the comments.
Ref: Dietze (2017), Ecological forecasting