Math Problem Statement
Steps to finding 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:
-
Identify the mean and standard deviation:
- Given: Mean () = 18
- Standard deviation () = 5
-
Calculate the Z-score for 28:
- To find how many standard deviations 28 is from the mean, calculate .
- Therefore, 28 is 2 standard deviations above the mean.
-
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.
- The rule states:
-
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 and .
-
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:
- What percentage of values would lie between 8 and 18 in this distribution?
- How does the 68-95-99.7 rule apply to values beyond 3 standard deviations?
- What is the probability of finding a value greater than 28 in this distribution?
- How would the answer change if the standard deviation were different?
- 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
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