Question: A retail chain is considering implementing a new loyalty program to increase customer retention. Describe how you would design and conduct a hypothesis test to

A retail chain is considering implementing a new loyalty program to increase customer retention. Describe how you would design and conduct a hypothesis test to evaluate the effectiveness of the new program, including the selection of appropriate hypotheses, data collection methods, and statistical analysis techniques.

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