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To estimate the mean weekly sales, the number of weeks of data that must be randomly sampled can vary depending on the desired level of confidence and margin of error. Generally, a larger sample size increases the accuracy of the estimate. Statisticians often suggest using a sample size calculation based on factors like the population variance, desired confidence level (e.g., 95%), and margin of error. A common rule of thumb is to start with at least 30 weeks of data for a preliminary estimate, but more may be needed for greater precision.

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1mo ago

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