Math Problem Statement

For the Standard Normal Curve, use technology to find the area between Z = 1.257 and Z = 2.501. Round your answer to 4 decimal places.

Solution

To find the area between Z=1.257Z = 1.257 and Z=2.501Z = 2.501 under the standard normal curve, we need to calculate the cumulative area for both ZZ-scores using a standard normal distribution table or technology (such as a calculator or software).

The cumulative area to the left of a ZZ-score gives the probability that a standard normal random variable is less than that value.

  1. Find the cumulative area for Z=2.501Z = 2.501.
  2. Find the cumulative area for Z=1.257Z = 1.257.
  3. Subtract the cumulative area for Z=1.257Z = 1.257 from the area for Z=2.501Z = 2.501 to get the area between them.

Using technology (e.g., a Z-table calculator or statistical software), the results are:

  • The cumulative area to the left of Z=2.501Z = 2.501 is approximately 0.9938.
  • The cumulative area to the left of Z=1.257Z = 1.257 is approximately 0.8960.

Now, subtract these values to find the area between the two ZZ-scores:

Area=0.99380.8960=0.0978\text{Area} = 0.9938 - 0.8960 = 0.0978

Thus, the area between Z=1.257Z = 1.257 and Z=2.501Z = 2.501 is approximately 0.0978.

Would you like more details on how to interpret these results or a breakdown of the process?


Here are some related questions for further practice:

  1. What is the area between Z=0.5Z = 0.5 and Z=1.5Z = 1.5 under the standard normal curve?
  2. How would you find the area to the right of Z=1.96Z = 1.96?
  3. What is the area between Z=1.5Z = -1.5 and Z=0.5Z = 0.5?
  4. How do you calculate the area to the left of Z=1.25Z = -1.25?
  5. What is the area between Z=2.33Z = -2.33 and Z=1.28Z = -1.28?

Tip: When using a standard normal table or technology, always ensure the values are rounded appropriately, especially when precision is crucial.

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Math Problem Analysis

Mathematical Concepts

Probability
Standard Normal Distribution
Z-Scores

Formulas

Cumulative area under the standard normal curve

Theorems

Empirical Rule (68-95-99.7 Rule)
Properties of the Standard Normal Distribution

Suitable Grade Level

College Level / Advanced High School