Math Problem Statement
S^2 (x/2) = 2. Find variance
Solution
To find the variance of , let's walk through the interpretation and solution process step by step.
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Step 1: Recognizing the notation
Here, is typically used to represent the sample variance of a dataset. Given that it's a function of , the equation suggests that the variance of is equal to 2. -
Step 2: Variance of a scaled random variable
The variance of a random variable that is scaled by a constant follows this rule:
In this case, and the scaling factor is . Therefore,
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Step 3: Solve for the variance of
From the equation , we substitute the variance formula:
Now, solve for :
Thus, the variance of is .
Would you like more details on this or have any follow-up questions?
Here are 5 related questions that expand on this concept:
- How does the variance of a random variable change when multiplied by a constant?
- What is the difference between sample variance and population variance?
- How do you calculate the variance of a dataset?
- Can you explain the properties of variance for independent random variables?
- What is the relationship between standard deviation and variance?
Tip: Remember that variance is always non-negative, as it measures the spread of data squared.
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Math Problem Analysis
Mathematical Concepts
Variance
Random Variables
Scaling of Random Variables
Formulas
Var(cX) = c^2 * Var(X)
Var(x/2) = (1/2)^2 * Var(x)
Theorems
Scaling Property of Variance
Suitable Grade Level
College Level or Advanced High School (Grades 11-12)
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