Math Problem Statement

solve

Find the percent of the total area under the standard normal curve between the z-scores 0.65 and 1.6.

Solution

To solve this problem, we need to find the area under the standard normal curve between the z-scores z=0.65z = 0.65 and z=1.6z = 1.6.

  1. Find the area to the left of z=0.65z = 0.65: Using a standard normal distribution table or a calculator, we find the cumulative area up to z=0.65z = 0.65.

    • P(Z0.65)0.7422P(Z \leq 0.65) \approx 0.7422
  2. Find the area to the left of z=1.6z = 1.6: Similarly, we find the cumulative area up to z=1.6z = 1.6.

    • P(Z1.6)0.9452P(Z \leq 1.6) \approx 0.9452
  3. Calculate the area between z=0.65z = 0.65 and z=1.6z = 1.6: Subtract the area at z=0.65z = 0.65 from the area at z=1.6z = 1.6.

    • Area=0.94520.7422=0.2030\text{Area} = 0.9452 - 0.7422 = 0.2030
  4. Convert to percentage: Multiply by 100 to get the percentage.

    • 0.2030×100=20.3%0.2030 \times 100 = 20.3\%

Rounding to the nearest whole percent, the answer is: The percent of the total area between z=0.65 and z=1.6 is 20%.\text{The percent of the total area between } z = 0.65 \text{ and } z = 1.6 \text{ is } 20\%.

Would you like more details on this calculation or have any questions?


Here are some related questions for further practice:

  1. What is the area between z=1.5z = -1.5 and z=1.5z = 1.5 on the standard normal curve?
  2. How do we find the area to the right of a given z-score?
  3. Why is the standard normal distribution centered around z=0z = 0?
  4. How would the area change if we extended the range from z=0.65z = 0.65 to z=2z = 2?
  5. What does a z-score represent in terms of standard deviations from the mean?

Tip: Always verify the z-scores from tables or calculators for accurate cumulative probabilities.

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Math Problem Analysis

Mathematical Concepts

Statistics
Standard Normal Distribution
Z-scores
Area under the Curve

Formulas

P(Z ≤ z)
Area between two z-scores = P(Z ≤ upper z) - P(Z ≤ lower z)

Theorems

Properties of the Standard Normal Distribution

Suitable Grade Level

Grades 11-12