Math Problem Statement
On a test that has a normal distribution, a score of 77 falls two standard deviations above the mean, and a score of 61 falls two standard deviations below the mean. Determine the mean of this test.
Solution
To solve for the mean () of the test, let's analyze the problem systematically:
Step 1: Understanding the normal distribution
- A score of 77 is two standard deviations above the mean, meaning:
- A score of 61 is two standard deviations below the mean, meaning:
Here, represents the standard deviation.
Step 2: Set up the equations
From the two equations above:
Step 3: Eliminate
Add the two equations together to eliminate :
Step 4: Solve for
Divide both sides by 2:
Final Answer:
The mean of the test is 69.
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Related Questions:
- How do you find the standard deviation () using the same data?
- What are the properties of a normal distribution?
- How do z-scores relate to standard deviations in a normal distribution?
- Can you verify the solution by substituting back into the equations?
- How do you calculate probabilities using a normal distribution?
Tip:
In a normal distribution, approximately 68% of the data falls within one standard deviation, 95% within two, and 99.7% within three!
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Math Problem Analysis
Mathematical Concepts
Normal Distribution
Algebra
Standard Deviation
Mean
Formulas
\( 77 = \mu + 2\sigma \)
\( 61 = \mu - 2\sigma \)
\( \mu = \frac{138}{2} = 69 \)
Theorems
Properties of Normal Distribution
Suitable Grade Level
Grades 9-11
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