19
RCMultiple Choice

Unit Test — Cumulative exam

Question 19 • Probability and Statistics with Applications Honors Sem-2-FL-1210300 (2024-2025)

The prices of houses in the US is strongly skewed to the right with a mean of $383,500 and a standard deviation of $289,321. A real estate agent takes a random sample of 30 houses and records the mean price. What is the best description for the sampling distribution?

Answer
A
skewed to the right with a mean of 383,500 and a standard deviation of 52,823
B
skewed to the right with a mean of 383,500 and a standard deviation of 289,321
C
approximately Normal with a mean of 383,500 and a standard deviation of 52,823
D
approximately Normal with a mean of 383,500 and a standard deviation of 289,321

Explanation

The sampling distribution of the sample mean has a mean equal to the population mean: $383,500. Its standard deviation, called the standard error, is $289,321 ÷ √30 ≈ $52,823. With a sample size of 30, the Central Limit Theorem says the distribution of sample means is approximately Normal, even though house prices are strongly skewed to the right.

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