Question
In a population proportion, when the
-score
increase, the sample size
will increase.
A true
B false
A true
B false
Ask by Horton Welch. in the United States
Mar 29,2025
Upstudy AI Solution
Tutor-Verified Answer
Answer
When the
-score increases, the sample size
increases. So, the answer is A true.
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Beyond the Answer
This statement is true! When the
-score increases, it reflects a greater level of confidence in the estimation of the population proportion. Consequently, to achieve that increased confidence level, you need a larger sample size
to maintain the same margin of error. It’s like trying to hit a target with a bow – the further away you are, the bigger your arrow needs to be to make sure you hit the bullseye!
And speaking of confidence, did you know that statisticians often use
-scores for various confidence intervals, like 90%, 95%, and 99%? Each level corresponds to a different
-score, with 1.645 for 90%, 1.96 for 95%, and 2.576 for 99%. The higher the confidence, the thicker the slice of the population you need to sample!