Math Problem Statement
find the coefficient of variation of this data set using this formula σ=∑(xi−μ)2Nσ=N∑(xi−μ)2 : 253, 323, 350, 373, 402, 461, 461, 510, 559, 598 DONT ROUND ANSWER
Solution
To find the coefficient of variation (CV) of a data set, we first need to calculate the mean () and the standard deviation () of the data set. The formula for the coefficient of variation is given by:
Step 1: Calculate the Mean ()
The mean of a data set is given by:
where are the data points and is the number of data points.
Given data set:
Step 2: Calculate the Variance () and Standard Deviation ()
The variance is given by:
The standard deviation is the square root of the variance:
Step 3: Calculate the Coefficient of Variation (CV)
Let's calculate these values step-by-step.### Results:
- Mean ():
- Standard Deviation ():
- Coefficient of Variation (CV):
The coefficient of variation for the given data set is approximately .
Would you like more details or have any questions? Here are some related questions you might consider:
- What is the importance of the coefficient of variation in statistics?
- How does the coefficient of variation differ from standard deviation?
- How would the coefficient of variation change if the dataset values were doubled?
- Can the coefficient of variation be negative, and what does it imply if so?
- How does one interpret a high or low coefficient of variation in practical scenarios?
Tip: The coefficient of variation is particularly useful when comparing the relative variability of data sets that have different units or widely different means.
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Math Problem Analysis
Mathematical Concepts
Statistics
Descriptive Statistics
Variation
Formulas
Mean (μ) = (Σxi) / N
Variance (σ^2) = Σ(xi − μ)^2 / N
Standard Deviation (σ) = √(Variance)
Coefficient of Variation (CV) = (σ / μ) * 100
Theorems
None
Suitable Grade Level
Grades 9-12
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