Math Problem Statement
Solution
The question asks for the area under the shaded region of the standard normal distribution between and . Since this is a standard normal distribution with mean and standard deviation , we can use a standard normal table (z-table) or a calculator to determine the cumulative probabilities at these -values.
Step 1: Find the cumulative probabilities
From a standard normal table:
-
For :
The cumulative probability (area to the left of ) is approximately 0.0384. -
For :
The cumulative probability (area to the left of ) is approximately 0.9909.
Step 2: Compute the area between and
The area between these two points is calculated as: Substitute the values:
Final Answer:
The area under the shaded region is approximately 0.9525 or 95.25%.
Do you need further clarification or additional details?
Here are some follow-up questions to expand on this:
- How do you interpret the area under the standard normal curve?
- How is the z-score calculated for a given value in any normal distribution?
- What does it mean if a z-score is negative?
- How would you calculate the area for non-standard normal distributions?
- How can you use technology (e.g., Excel, calculators) to find areas under the normal curve?
Tip: The z-table only gives cumulative probabilities (left areas), so to find areas between two -values, subtract the smaller cumulative area from the larger one.
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Math Problem Analysis
Mathematical Concepts
Standard Normal Distribution
Z-Scores
Probability
Formulas
P(z1 ≤ Z ≤ z2) = P(Z ≤ z2) - P(Z ≤ z1)
Theorems
Properties of the Standard Normal Distribution
Suitable Grade Level
Grades 10-12
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