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 (μ\mu) = 47,500 miles
  • Standard deviation (σ\sigma) = 3,000 miles

Excel Formula:

In Excel, use the NORM.INV function:

NORM.INV(0.97,47500,3000)\text{NORM.INV}(0.97, 47500, 3000)

This function returns the mileage corresponding to the 97th percentile of the normal distribution.


Step-by-step in Excel:

  1. Open Excel.
  2. In a cell, type the formula:
    =NORM.INV(0.97, 47500, 3000)
    
  3. Press Enter to get the result.
  4. 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:

  1. What mileage marks the lowest 5% of tires?
  2. What percentage of tires last more than 50,000 miles?
  3. What is the probability that a randomly selected tire lasts between 45,000 and 50,000 miles?
  4. If a warranty covers tires lasting less than 43,000 miles, what percentage of tires will be covered?
  5. 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