Math Problem Statement
A: 136, 99, 118, 134, 120, 130, 131, 135, 115, 118, 118, 136, 133, 110 B: 3.51, 3.66, 3.05, 4.24, 3.96, 4.73, 3.01, 3.29, 4.55, 4.27, 2.96
Step 1 of 2: For each of the above sets of sample data, calculate the coefficient of variation, CV. Round to one decimal place.
Solution
To calculate the coefficient of variation (CV) for each set of data, we use the following formula:
Where:
- is the standard deviation of the data set
- is the mean of the data set
We will first calculate the mean () and standard deviation () for both sets A and B, then use the formula to find the coefficient of variation.
Set A: 136, 99, 118, 134, 120, 130, 131, 135, 115, 118, 118, 136, 133, 110
-
Mean ():
-
Standard deviation (): Let's calculate the standard deviation using the formula:
After calculating, .
- Coefficient of variation (CV):
Set B: 3.51, 3.66, 3.05, 4.24, 3.96, 4.73, 3.01, 3.29, 4.55, 4.27, 2.96
-
Mean ():
-
Standard deviation (): Similarly, calculate the standard deviation:
-
Coefficient of variation (CV):
Final Results:
- CV for Set A: 10.2%
- CV for Set B: 16.7%
Let me know if you want further details or clarifications.
Further Exploration:
- What is the significance of the coefficient of variation in comparing data sets?
- How does the spread of data impact the CV?
- Can the CV be used to compare data with different units?
- How would outliers in the data affect the coefficient of variation?
- What is the difference between standard deviation and coefficient of variation?
Tip: The CV is a useful measure for comparing the relative variability between different data sets, especially when their means differ.
Ask a new question for Free
By Image
Drop file here or Click Here to upload
Math Problem Analysis
Mathematical Concepts
Statistics
Measures of Variability
Formulas
Coefficient of Variation (CV) = (Standard Deviation / Mean) * 100
Theorems
-
Suitable Grade Level
Grades 10-12
Related Recommendation
Calculate Coefficient of Variation (CV) for Sample Data Sets A and B
How to Calculate the Coefficient of Variation (CV) in Statistics
Coefficient of Variation Calculation for Sample Data Set
Calculating Coefficient of Variation for Sample Data Sets A and B
Calculate Coefficient of Variation (CV) for Brewery Industry Data