Math Problem Statement
Solution
This problem requires the use of the empirical rule, which is applicable for bell-shaped (normal) distributions.
Key Information:
- Mean (μ) = 58
- Standard deviation (σ) = 5
- We are asked to find the approximate percentage of daily phone calls between 43 and 73.
Steps:
-
Find the Z-scores:
- Convert the values 43 and 73 into Z-scores:
- For 43:
- For 73:
- Convert the values 43 and 73 into Z-scores:
-
Use the empirical rule:
- The empirical rule states that:
- 68% of the data falls within 1 standard deviation from the mean.
- 95% of the data falls within 2 standard deviations from the mean.
- 99.7% of the data falls within 3 standard deviations from the mean.
Since 43 and 73 are 3 standard deviations away from the mean (on both sides), this range covers 99.7% of the distribution.
- The empirical rule states that:
Thus, the approximate percentage of daily phone calls between 43 and 73 is 99.7%.
Would you like more details or have any further questions?
Here are 5 related questions:
- What is the empirical rule and why is it important in statistics?
- How do Z-scores help in understanding the normal distribution?
- What percentage of data lies within 1 standard deviation in a normal distribution?
- How would the result change if the range was between 48 and 68?
- How can we use Z-scores to compare data from different distributions?
Tip: The empirical rule is most useful when dealing with normal distributions. It provides a quick estimate for data ranges without needing complex calculations.
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Math Problem Analysis
Mathematical Concepts
Statistics
Normal Distribution
Empirical Rule
Formulas
Z = (X - μ) / σ
Theorems
Empirical Rule
Suitable Grade Level
Grades 9-12
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