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Assume that your team at Company is building a predictive model that estimates t

ID: 362783 • Letter: A

Question

Assume that your team at Company is building a predictive model that estimates the extent to which a receiver will build a successful campaign on Company, based on the receiver’s first month of activity and performance on Company.

As a first step to building that model, your team brainstorms possible attributes, behaviors, and factors that might serve as early indicators of long-term success. Please list five possible attributes/behaviors that you think might serve as good early indicators. For each attribute, briefly explain why you think it’s a good indicator.

Assume that your team also builds a model that predicts long-term success for an individual donation to a receiver, where a “donation” is an individual contributor’s support for a receiver on Company.

Please list five possible attributes, behaviors, or factors that might serve as early indicators of a donation that generates high long-term earnings for a receiver. For each attribute, briefly explain why you think it’s a good indicator.

Explanation / Answer

Five possible attributes/behaviors based on the receiver’s first month of activity and performance on Company that in my opinion serves as good early indicators of long-term success are:

In case“donation” is an individual contributors support for a receiver on Company, high long-term success for an individual donation to a receiver can be indicated by generates high long-term earnings for a receiver are: