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Add the new Gelman-Rubin diagnostic to the simulate function. #27

@gabriel-fortin-leblanc

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@gabriel-fortin-leblanc

The reference is "Revisiting the Gelman-Rubin Diagnostic" from Vats and Knudson.

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