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The variance of numbers x(1),x(2),x(3),…...

The variance of numbers `x_(1),x_(2),x_(3),…..x_(n)` is V. Consider the following statements:
If every `x_(1)` is increased by 2, the variance of the new set of the new set of numbers is V.
2 If the numbers `x_(i)` is squared, the variance of the new set is `V^(2)`.
Which of the following statements is/are correct?

A

1 only

B

2 only

C

Both 1 and 2

D

Neither 1 nor 2

Text Solution

AI Generated Solution

The correct Answer is:
To solve the problem, we need to analyze the two statements regarding the variance of a set of numbers \( x_1, x_2, x_3, \ldots, x_n \) with variance \( V \). ### Step 1: Analyze the first statement The first statement claims: "If every \( x_i \) is increased by 2, the variance of the new set of numbers is \( V \)." **Solution:** - Variance is a measure of how spread out the numbers are in a dataset. It is calculated as the average of the squared differences from the mean. - When we increase every number in the dataset by a constant (in this case, 2), the spread of the numbers does not change; only the position of the numbers shifts. - Therefore, the variance of the new set of numbers remains the same as the original variance \( V \). **Conclusion for Statement 1:** The first statement is **true**. ### Step 2: Analyze the second statement The second statement claims: "If the numbers \( x_i \) are squared, the variance of the new set is \( V^2 \)." **Solution:** - Squaring the numbers changes both their values and their spread. The variance is not simply the square of the original variance. - The variance of a new set of numbers formed by squaring each element is not equal to the square of the original variance. Instead, it involves a more complex relationship that depends on the mean and the original variance. - Therefore, we cannot conclude that the variance of the new set is \( V^2 \). **Conclusion for Statement 2:** The second statement is **false**. ### Final Conclusion: - The first statement is true, and the second statement is false. Thus, the correct option is that only the first statement is correct.

To solve the problem, we need to analyze the two statements regarding the variance of a set of numbers \( x_1, x_2, x_3, \ldots, x_n \) with variance \( V \). ### Step 1: Analyze the first statement The first statement claims: "If every \( x_i \) is increased by 2, the variance of the new set of numbers is \( V \)." **Solution:** - Variance is a measure of how spread out the numbers are in a dataset. It is calculated as the average of the squared differences from the mean. - When we increase every number in the dataset by a constant (in this case, 2), the spread of the numbers does not change; only the position of the numbers shifts. ...
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