Math Problem Statement

Steps to finding the percentage of values in the distribution between 18 and 28 using the 68-95-99.7 rule?

What is the percentage of values in the distribution between 18 and 28 using the 68-95-99.7 rule?

Solution

To find the percentage of values in the distribution between 18 and 28 using the 68-95-99.7 rule (also known as the empirical rule), follow these steps:

  1. Identify the mean and standard deviation:

    • Given: Mean (μ\mu) = 18
    • Standard deviation (σ\sigma) = 5
  2. Calculate the Z-score for 28:

    • To find how many standard deviations 28 is from the mean, calculate 28185=2\frac{28 - 18}{5} = 2.
    • Therefore, 28 is 2 standard deviations above the mean.
  3. Apply the 68-95-99.7 Rule:

    • The rule states:
      • 68% of the data lies within 1 standard deviation of the mean.
      • 95% of the data lies within 2 standard deviations of the mean.
      • 99.7% of the data lies within 3 standard deviations of the mean.
  4. Determine the range percentage:

    • Since 28 is 2 standard deviations above the mean (which is 18), we look at the percentage within 2 standard deviations of the mean.
    • The rule tells us that 95% of the data lies within 2 standard deviations of the mean, meaning 95% of the values are between 182×5=818 - 2 \times 5 = 8 and 18+2×5=2818 + 2 \times 5 = 28.
  5. Conclude the answer:

    • The percentage of values in the distribution between 18 and 28 is 47.5%, as this is half of the 95% (the right half, from the mean to 2 standard deviations above it).

Would you like further details or have any questions?


Here are 5 related questions that expand on this topic:

  1. What percentage of values would lie between 8 and 18 in this distribution?
  2. How does the 68-95-99.7 rule apply to values beyond 3 standard deviations?
  3. What is the probability of finding a value greater than 28 in this distribution?
  4. How would the answer change if the standard deviation were different?
  5. How do we interpret the area under the curve in a normal distribution?

Tip: The 68-95-99.7 rule is a quick way to estimate probabilities in a normal distribution without using detailed calculations or tables.

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Math Problem Analysis

Mathematical Concepts

Statistics
Normal Distribution
Empirical Rule (68-95-99.7 Rule)

Formulas

Z-score formula: Z = (X - μ) / σ

Theorems

Empirical Rule (68-95-99.7 Rule)

Suitable Grade Level

Grades 10-12