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 (μ\mu) of 270 days and a standard deviation (σ\sigma) of 8 days.

  1. 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 1.036-1.036.

  2. Use the z-score formula: X=μ+zσX = \mu + z \cdot \sigma Substituting the values: X=270+(1.036)8X = 270 + (-1.036) \cdot 8 X=2708.288=261.71X = 270 - 8.288 = 261.71

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:

  1. How would changing the mean affect the 15th percentile?
  2. What is the probability of a pregnancy lasting less than 250 days?
  3. How do you calculate percentiles for other normal distributions?
  4. What is the z-score for the 85th percentile in this context?
  5. 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