3
AssignmentMultiple Choice

Scope of Inference

Question 3 • VA-Probability and Statistics

If the students were to increase the sample size to n = 200 pieces of marbles each, what will the effect be on the center and variability of the sampling distribution?

Answer
A
The center would remain about the same. The variability would increase.
B
The center would remain about the same. The variability would decrease.
C
The center would decrease. The variability would increase.
D
The center would increase. The variability would decrease.

Explanation

Increasing the sample size does not change the expected center of the sampling distribution; it remains about the population value. But larger samples have less sampling variability: the standard error generally decreases as sample size increases, since it is proportional to 1/√n. Therefore, the center stays about the same while variability decreases, matching “The center would remain about the same. The variability would decrease.”

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