Math Problem Statement

Suppose that mean retail price per gallon of regular grade gasoline is $3.42 with a standard deviation of $0.10 and that the retail price per gallon has a bell-shaped distribution. What percentage of regular grade gasoline sells for between $3.22 and $3.62 per gallon

Solution

To determine the percentage of regular grade gasoline that sells for between $3.22 and $3.62 per gallon, we can use the Empirical Rule (also known as the 68-95-99.7 Rule) which applies to bell-shaped (normal) distributions.

Given:

  • Mean (μ): $3.42
  • Standard deviation (σ): $0.10
  • Range: $3.22 to $3.62

Steps:

  1. Calculate the z-scores for the boundaries of $3.22 and $3.62.

    z1=3.223.420.10=0.200.10=2z_1 = \frac{3.22 - 3.42}{0.10} = \frac{-0.20}{0.10} = -2 z2=3.623.420.10=0.200.10=2z_2 = \frac{3.62 - 3.42}{0.10} = \frac{0.20}{0.10} = 2

  2. Interpret the z-scores:

    • A z-score of -2 corresponds to 2 standard deviations below the mean.
    • A z-score of 2 corresponds to 2 standard deviations above the mean.
  3. Apply the Empirical Rule:

    • According to the rule, approximately 95% of the data in a normal distribution falls within 2 standard deviations of the mean.

Therefore, 95% of regular grade gasoline sells for between $3.22 and $3.62 per gallon.

Would you like more details or have any questions?

Related Questions:

  1. What is the percentage of gasoline prices that fall between $3.32 and $3.52?
  2. How much of the gasoline is expected to be priced above $3.62 per gallon?
  3. What is the price range that captures 68% of the gasoline prices?
  4. How would the percentage change if the standard deviation were $0.20 instead of $0.10?
  5. Can you determine the percentage of gasoline prices below $3.22?

Tip:

When working with normal distributions, understanding how to calculate and interpret z-scores is key to finding probabilities and percentages for specific ranges.

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Math Problem Analysis

Mathematical Concepts

Normal Distribution
Z-Score
Empirical Rule

Formulas

-

Theorems

Empirical Rule (68-95-99.7 Rule)

Suitable Grade Level

High School