Question: For the two cases below, explain whether the relevant model is a classification or a regression problem. Indicate whether the focal interest would be in

For the two cases below, explain whether the relevant model is a classification or a regression problem. Indicate whether the focal interest would be in inference or prediction. Provide n and p.

You have collected a set of data on the S&P 500 firms. You have the data for three consecutive years. For each firm, you have information on profit, number of employees, industry and the CEO salary. You are interested in understanding the factors that affect CEO salary.

Your firm is about to launch a new product and would like to know whether it will be a success or a failure. You have collected data on 20 similar products that were previously launched. For each product you have information on whether it was a success or failure, price at launch, marketing budget, competition price and ten other marketing variables.

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