Math Problem Statement

Suppose that the lengths of human pregnancies are normally distributed with a mean of days and a standard deviation of days. Complete the following statements.

(a) Approximately of pregnancies have lengths between and .

(b) Approximately ? of pregnancies have lengths between days and days.

Solution

To complete these statements, we need to know the mean and standard deviation values for the normally distributed human pregnancy lengths. Let's denote:

  • Mean: μ\mu
  • Standard deviation: σ\sigma

The normal distribution follows the empirical rule, also known as the 68-95-99.7 rule, which helps in approximating how data falls within certain intervals around the mean:

  1. 68% of data falls within 1 standard deviation from the mean, i.e., between μσ\mu - \sigma and μ+σ\mu + \sigma.
  2. 95% of data falls within 2 standard deviations from the mean, i.e., between μ2σ\mu - 2\sigma and μ+2σ\mu + 2\sigma.
  3. 99.7% of data falls within 3 standard deviations from the mean, i.e., between μ3σ\mu - 3\sigma and μ+3σ\mu + 3\sigma.

Now, let's complete the statements:

(a) Approximately 68% of pregnancies have lengths between μσ\mu - \sigma and μ+σ\mu + \sigma.

This statement corresponds to the 68% interval of the empirical rule.

(b) Approximately 95% of pregnancies have lengths between μ2σ\mu - 2\sigma and μ+2σ\mu + 2\sigma.

This statement follows the 95% interval of the empirical rule.

If you provide the mean and standard deviation values, I can give you exact numerical ranges for these intervals.


Do you want further details or have any questions about this? Here are some related questions for further exploration:

  1. What is the probability that a pregnancy lasts longer than μ+2σ\mu + 2\sigma days?
  2. How would the percentage change if the standard deviation increased?
  3. How can we use the normal distribution to estimate the probability of extreme pregnancy lengths?
  4. What is the z-score of a pregnancy length at μ+σ\mu + \sigma?
  5. How does the shape of the normal distribution affect predictions about pregnancy lengths?

Tip: In a normal distribution, probabilities can be easily computed using z-scores, which help compare individual data points relative to the mean.

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Math Problem Analysis

Mathematical Concepts

Normal Distribution
Empirical Rule

Formulas

68-95-99.7 Rule: 68% of data falls within 1 standard deviation, 95% within 2, and 99.7% within 3.
Standard Deviation Interval: μ ± σ, μ ± 2σ, μ ± 3σ

Theorems

Empirical Rule (68-95-99.7 Rule)

Suitable Grade Level

Grades 9-12