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Inverse problems can really exercise your problem solving skills because they require more understanding of the mathematical concepts involved than the more 'direct' type of problem.
Being able to solve problems of this type is important as they arise in real life situations where mathematics can be used to model the real life situation and so help in getting answers to questions about that situation. In such circumstances you may have to be creative in finding a method because there may be no known (standard) method for solving the problem.Your data is a set of positive numbers. What is the maximum value that the standard deviation can take?