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Imagine a researcher was interested in estimating the average retirement

Imagine a researcher was interested in estimating the average retirement
age among those who already retired in a certain community. There were 5,000 retired people in that community. The researcher planned to conduct random sampling. He was wondering which of the following degrees of freedom would be appropriate for the most accurate estimation of the population parameter. 20,40,80 or 500?

 
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