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What are least-square fit and residual variance in sn enhancement, ensemble averaging and what do the numbers mean the residual value was very similar to

What are least-square fit and residual variance in sn enhancement, ensemble averaging and what do the numbers mean the residual value was very similar to each other for a different number of scan sets?

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