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As @user121416 mentioned, Dupire's formula is meant to be a calibration equation rather than a pricing formula. However, note that when using it, you're still able to use a similar replicating portfolio method as in BS. The difference is the following, and lets think of a tree for simplicity, whereas for determining your delta in BS the same constant ...


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