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Recall the example of Merck we discussed in lecture. Explain why it is incorrect to conclude that the average monthly insulin consumption across 40,000 patients

Recall the example of Merck we discussed in lecture. Explain why it is incorrect to conclude that the average monthly insulin consumption across 40,000 patients is 1.2 (which is the average monthly insulin consumption across 400 patients who were randomly selected from the target population). In other words, why we need to report a 95% confidence interval to infer the average monthly insulin consumption of the target population

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