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Add reloo function #127

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@jordandeklerk

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@jordandeklerk

Do we want to add a reloo function for exact refitting for problematic observations with high Pareto k value?

This exists in legacy ArviZ using the SamplingWrapper class. We could include something very similar here with some minor modifications to the reloo function to account for the new PSIS-LOO-CV functions we have here that do not exist in legacy ArviZ.

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