Math Problem Statement

Consider the following data:

−13,9,9,−13,5,−13,9

Step 1 of 3: Calculate the value of the sample variance. Round your answer to one decimal place.

Solution

To calculate the sample variance, we follow these steps:

Step 1: Calculate the mean of the sample

The data set is:
13,9,9,13,5,13,9-13, 9, 9, -13, 5, -13, 9

The formula for the mean xˉ\bar{x} is: xˉ=xin\bar{x} = \frac{\sum x_i}{n} where xix_i represents each data point and nn is the number of data points.

xˉ=13+9+9+(13)+5+(13)+97\bar{x} = \frac{-13 + 9 + 9 + (-13) + 5 + (-13) + 9}{7}

Step 2: Calculate the squared differences from the mean

For each data point, subtract the mean and square the result.

Step 3: Compute the sample variance

The formula for sample variance s2s^2 is: s2=(xixˉ)2n1s^2 = \frac{\sum (x_i - \bar{x})^2}{n - 1} Let me calculate this.The value of the sample variance is 128.0128.0, rounded to one decimal place.

Do you want more details or have any questions?

Here are 5 related questions you might find useful:

  1. How do you calculate the standard deviation from variance?
  2. What is the difference between sample variance and population variance?
  3. Why do we divide by n1n - 1 for sample variance instead of nn?
  4. Can the sample variance ever be negative?
  5. How does the sample variance change if all data points increase by a constant value?

Tip: The square root of the variance gives the standard deviation, which is a measure of how spread out the numbers are in the sample.

Ask a new question for Free

By Image

Drop file here or Click Here to upload

Math Problem Analysis

Mathematical Concepts

Statistics
Sample Variance
Mean
Variance Calculation

Formulas

Mean: x̄ = Σx_i / n
Sample Variance: s² = Σ(x_i - x̄)² / (n - 1)

Theorems

Variance Theorem

Suitable Grade Level

Grades 9-12