Math Problem Statement
Solution
To solve this probability problem, we can approach it using the properties of the normal distribution.
Given Information:
- The mean diameter of bolts, inches.
- The standard deviation, inches.
- We are asked to find the probability that a bolt's diameter is greater than 0.32 inches.
Solution:
-
Convert to Z-score: where , , and .
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Find the Probability: We want to find , which is equivalent to finding .
Using a standard normal distribution table or calculator, we find:
Conclusion:
Approximately 2.28% of bolts will have a diameter greater than 0.32 inches.
Would you like further details or have any questions?
Here are some related questions for further practice:
- What percentage of bolts have a diameter less than 0.28 inches?
- What percentage of bolts have a diameter between 0.29 and 0.31 inches?
- If the standard deviation changed to 0.02 inches, what would be the new percentage of bolts with diameters greater than 0.32 inches?
- What is the probability that a bolt has a diameter exactly equal to the mean?
- How would the probability change if the mean diameter were 0.31 inches instead?
Tip: For normal distribution problems, always standardize the values by converting them to Z-scores for easier probability lookup.
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Math Problem Analysis
Mathematical Concepts
Statistics
Normal Distribution
Z-scores
Probability
Formulas
Z = (X - μ) / σ
P(Z > z) for standard normal distribution
Theorems
Empirical Rule for Normal Distribution
Suitable Grade Level
Grades 10-12
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