Some regression models are used to predict, some to gain

Some regression models are used to predict, some to gain

Some regression models are used to predict, some to gain understanding, and some to do both. Consider a product manager for Betty Crocker cake mix: Give an example of each of the three types of models in the context of this product manager.
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