AP Statistics 6.1 Introducing Statistics: Why Be Normal?- MCQs - Exam Style Questions
Question
The weights of newborn baby boys have an approximately normal distribution with a mean of \(8.0\) pounds and a standard deviation of \(1.5\) pounds. A doctor tells a mother that her newborn baby boy has a weight at the \(25^{th}\) percentile. Which of the following is closest to this baby’s weight?
(A) \(2.00\) pounds
(B) \(5.00\) pounds
(C) \(7.00\) pounds
(D) \(7.63\) pounds
(E) \(8.90\) pounds
(B) \(5.00\) pounds
(C) \(7.00\) pounds
(D) \(7.63\) pounds
(E) \(8.90\) pounds
▶️ Answer/Explanation
Detailed solution
1. Find the Z-Score for the \(25^{th}\) Percentile:
We need to find the z-score that corresponds to an area of \(0.25\) to the left on a standard normal curve. Using a calculator or z-table (inverse normal function), this z-score is approximately \(-0.674\).
2. Calculate the Weight (x-value):
Use the formula \(x = \mu + z\sigma\).
\(x = 8.0 + (-0.674)(1.5)\)
\(x = 8.0 – 1.011 = 6.989\)
The baby’s weight is approximately \(6.989\) pounds, which is closest to \(7.00\) pounds.
✅ Answer: (C)
