Math Problem Statement

About ___% of the area under the curve of the standard normal distribution is between z = -2.499 and z = 2.499 (or within 2.499 standard deviations of the mean).

Solution

The question in the image is asking what percentage of the area under the standard normal distribution curve lies between z=2.499z = -2.499 and z=2.499z = 2.499.

This can be answered by finding the cumulative probability associated with these zz-scores. The standard normal distribution table (or using statistical software) can give us the cumulative probabilities for these zz-values.

  1. For z=2.499z = 2.499, the cumulative probability is approximately 0.9937.
  2. For z=2.499z = -2.499, the cumulative probability is approximately 0.0063.

To find the percentage of the area between these two points, subtract the smaller cumulative probability from the larger one:

0.99370.0063=0.98740.9937 - 0.0063 = 0.9874

Thus, about 98.74% of the area under the curve lies between z=2.499z = -2.499 and z=2.499z = 2.499.

You should enter 98.74% in the answer box.

Would you like more details on how this calculation works? Let me know if you have any questions.

Here are five related questions you might consider:

  1. What does a standard normal distribution represent?
  2. How do you use the z-table to find cumulative probabilities?
  3. What does the area under the curve between two z-values represent in practical terms?
  4. How does changing the z-scores affect the area under the curve?
  5. What is the significance of 68-95-99.7 rule in normal distributions?

Tip: Always remember that the area under a normal distribution curve represents probabilities, and the total area under the curve equals 1, or 100%.

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Math Problem Analysis

Mathematical Concepts

Probability
Statistics
Standard Normal Distribution
Z-Scores

Formulas

Cumulative Probability = P(Z ≤ z)
Area between two z-scores = P(Z ≤ z2) - P(Z ≤ z1)

Theorems

Empirical Rule
Properties of Standard Normal Distribution

Suitable Grade Level

Grades 10-12

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