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Inference from sample statistics and margin of error SAT question

Math · Problem-Solving and Data Analysis · Easy · Answer it here, explanation included.

In a study, the data from a random sample of a population had a mean of 37, with an associated margin of error of 3. Which of the following is the most appropriate conclusion that can be made about the population mean?

ExplanationShow

Choice C is correct. It’s given that the mean of the data from a random sample of a population is 37, with an associated margin of error of 3. The most appropriate conclusion that can be made is that the mean of the entire population will fall between 37, plus or minus 3. Therefore, the population mean is between 37 minus 3, which equals 34 and 37 plus 3, which equals 40.

Choice A is incorrect. While it’s an appropriate conclusion that the population mean is as low as 37 minus 3, or 34, it isn’t appropriate to conclude that the population mean is less than 34. Choice B is incorrect. While it’s an appropriate conclusion that the population mean is as high as 37 plus 3, or 40, it isn’t appropriate to conclude that the population mean is greater than 40. Choice D is incorrect. It isn’t an appropriate conclusion that the population mean is less than 34 or greater than 40.

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