Math Problem Statement
The normal distribution shown has a mean of 63 and a standard deviation of 8. What percent of the area under the normal curve is represented by the shaded region? Round your answer to the nearest hundredth.
Solution
To determine the percentage of the area under the normal curve represented by the shaded region, we need to know the specific region being shaded (e.g., to the left of a certain value, between two values, or to the right of a certain value). Since the description of the shaded region isn't provided, I'll explain the general approach, and you can provide the missing details.
General Steps:
-
Determine the z-score(s):
A z-score represents how many standard deviations a value is away from the mean. The formula to calculate the z-score for a given value is: where:- is the mean,
- is the standard deviation.
-
Use the z-score to find the corresponding probability (area):
- The area under the curve corresponds to the cumulative probability.
- This can be found using z-tables, a calculator, or statistical software.
-
Calculate the percentage of the area:
- The area (probability) is usually given as a decimal, so multiply by 100 to convert it to a percentage.
Example 1: Shaded area to the left of
- Calculate the z-score for :
- The probability corresponding to (using a z-table) is approximately 0.1587.
- So, the area to the left of 55 is 15.87%.
Example 2: Shaded area between and
- Calculate the z-scores for both values:
- The cumulative probability for is 0.1587 and for is 0.8413.
- The area between and is .
- So, the percentage is 68.26%.
Please provide the details of the shaded region, and I can give you the exact percentage for your case.
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Math Problem Analysis
Mathematical Concepts
Statistics
Normal Distribution
Probability
Formulas
Z-score formula: z = (X - μ) / σ
Theorems
Empirical Rule
Suitable Grade Level
Grades 10-12
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