Math Problem Statement
The length of a human pregnancy is normally distributed with a mean of 270 days with a standard deviation of 8 days. How many days would a pregnancy last for the shortest 15%? Round answer to 2 decimal places.
Solution
To find the duration of pregnancy that lasts for the shortest 15%, we need to determine the 15th percentile of the normal distribution with a mean () of 270 days and a standard deviation () of 8 days.
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Find the z-score for the 15th percentile using a standard normal distribution table or calculator. The z-score for the 15th percentile is approximately .
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Use the z-score formula: Substituting the values:
Thus, a pregnancy would last approximately 261.71 days for the shortest 15%.
Would you like more details or have any questions? Here are some related questions you might consider:
- How would changing the mean affect the 15th percentile?
- What is the probability of a pregnancy lasting less than 250 days?
- How do you calculate percentiles for other normal distributions?
- What is the z-score for the 85th percentile in this context?
- How does the standard deviation influence the distribution shape?
Tip: Understanding how to use z-scores can help with various statistical problems involving normal distributions.
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Math Problem Analysis
Mathematical Concepts
Statistics
Normal Distribution
Percentiles
Formulas
X = μ + z * σ
Theorems
Properties of the normal distribution
Percentile calculation in normal distributions
Suitable Grade Level
Grades 11-12
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