Math Problem Statement
Steps to find the percentage of values in the distribution between 19 and 29 using the 68-95-99.7 rule.
Solution
To determine the percentage of values in a normal distribution between 19 and 29 using the 68-95-99.7 rule, let's follow these steps:
-
Identify the Mean and Standard Deviation:
- Mean
- Standard deviation
-
Calculate the Z-Scores for 19 and 29:
- Since the mean is 19, a score of 19 is exactly 0 standard deviations from the mean (within the middle of the distribution).
- The score of 29 is 2 standard deviations above the mean:
-
Apply the 68-95-99.7 Rule:
- The 68-95-99.7 rule states:
- 68% of values fall within 1 standard deviation of the mean.
- 95% of values fall within 2 standard deviations of the mean.
- 99.7% of values fall within 3 standard deviations of the mean.
- Since 29 is 2 standard deviations above the mean, 95% of the values lie between and .
- The 68-95-99.7 rule states:
-
Determine the Percentage Between 19 and 29:
- Since 95% of the distribution lies within 2 standard deviations on both sides of the mean, half of that (or 47.5%) will lie between the mean and .
- Therefore, the percentage of values between 19 and 29 is 47.5%.
Would you like more details or have any questions?
Here are some related questions for further exploration:
- What percentage of values lie between 14 and 24 in this distribution?
- How does the 68-95-99.7 rule help in understanding normal distributions?
- What is the probability of a value falling below 9 in this distribution?
- How would you calculate the percentage of values between two non-standardized points without the 68-95-99.7 rule?
- What is the significance of the 99.7% in this rule?
Tip: The 68-95-99.7 rule is an excellent tool for estimating probabilities quickly in a normal distribution without calculations.
Ask a new question for Free
By Image
Drop file here or Click Here to upload
Math Problem Analysis
Mathematical Concepts
Normal Distribution
Standard Deviation
68-95-99.7 Rule
Formulas
Z-score formula: Z = (X - μ) / σ
Theorems
68-95-99.7 Rule for normal distributions
Suitable Grade Level
Grades 9-12
Related Recommendation
Probability of X Between 6 and 42 Using Normal Distribution and Empirical Rule
Calculate Percentage of Values Between 18 and 28 in a Normal Distribution Using 68-95-99.7 Rule
Understanding the 68-95-99.7 Rule for Normal Distributions
Normal Distribution Percentages: Using 68-95-99.7 Rule for Test Scores with Mean 90 and Standard Deviation 5
Percentage of Observations in Normal Distribution: Empirical Rule Application