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 (μ\mu) and the standard deviation (σ\sigma) of the data set. The formula for the coefficient of variation is given by:

CV=σμ×100\text{CV} = \frac{\sigma}{\mu} \times 100

Step 1: Calculate the Mean (μ\mu)

The mean μ\mu of a data set is given by:

μ=xiN\mu = \frac{\sum x_i}{N}

where xix_i are the data points and NN is the number of data points.

Given data set: 253,323,350,373,402,461,461,510,559,598253, 323, 350, 373, 402, 461, 461, 510, 559, 598

μ=253+323+350+373+402+461+461+510+559+59810\mu = \frac{253 + 323 + 350 + 373 + 402 + 461 + 461 + 510 + 559 + 598}{10}

Step 2: Calculate the Variance (σ2\sigma^2) and Standard Deviation (σ\sigma)

The variance is given by:

σ2=(xiμ)2N\sigma^2 = \frac{\sum (x_i - \mu)^2}{N}

The standard deviation σ\sigma is the square root of the variance:

σ=σ2\sigma = \sqrt{\sigma^2}

Step 3: Calculate the Coefficient of Variation (CV)

CV=σμ×100\text{CV} = \frac{\sigma}{\mu} \times 100

Let's calculate these values step-by-step.### Results:

  1. Mean (μ\mu): 429.0429.0
  2. Standard Deviation (σ\sigma): 103.14455875129816103.14455875129816
  3. Coefficient of Variation (CV): 24.043020687948292%24.043020687948292\%

The coefficient of variation for the given data set is approximately 24.043020687948292%24.043020687948292\%.

Would you like more details or have any questions? Here are some related questions you might consider:

  1. What is the importance of the coefficient of variation in statistics?
  2. How does the coefficient of variation differ from standard deviation?
  3. How would the coefficient of variation change if the dataset values were doubled?
  4. Can the coefficient of variation be negative, and what does it imply if so?
  5. 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