Question: Note the independence assumption in the above problem may not be true. For example it may be that many recipes use combinations of cake flour,

Note the independence assumption in the above problem may not be true. For example it may be that many recipes use combinations of cake flour, all purpose flour, and corn starch such that the amount left in your pantry of these items tend to be dependent. Which part of the derivation of your above computed probability fails?

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