Math Problem Statement
A tire company finds the lifespan for one brand of its tires is normally distributed with a mean of 47,500 miles and a standard deviation of 3,000 miles.
What value represents the lowest mileage of the top 3% of the tires? Use Excel, and round your answer to the nearest integer.
Solution
To find the lowest mileage of the top 3% of the tires, we need to determine the 97th percentile (since the top 3% starts at this point) of a normal distribution with:
- Mean () = 47,500 miles
- Standard deviation () = 3,000 miles
Excel Formula:
In Excel, use the NORM.INV function:
This function returns the mileage corresponding to the 97th percentile of the normal distribution.
Step-by-step in Excel:
- Open Excel.
- In a cell, type the formula:
=NORM.INV(0.97, 47500, 3000)
- Press Enter to get the result.
- Round the answer to the nearest integer.
Would you like me to explain this concept in more detail?
Here are 5 related questions for practice:
- What mileage marks the lowest 5% of tires?
- What percentage of tires last more than 50,000 miles?
- What is the probability that a randomly selected tire lasts between 45,000 and 50,000 miles?
- If a warranty covers tires lasting less than 43,000 miles, what percentage of tires will be covered?
- How does increasing the standard deviation affect the distribution of tire lifespan?
Tip: In a normal distribution, the empirical rule (68-95-99.7) helps estimate probabilities without calculations! 🚀
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Math Problem Analysis
Mathematical Concepts
Normal Distribution
Percentiles
Excel Functions
Formulas
NORM.INV(p, mean, standard deviation)
Theorems
Empirical Rule (68-95-99.7)
Percentile Calculation in Normal Distribution
Suitable Grade Level
Grades 11-12
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