If the standard deviation of a variable X is σ, then the standard deviation of the variable
is
We have ![]()
Mean (X) = ![]()
We can write as: Mean (X) = ![]()
Mean (X) = ![]()
Var(X) = ![]()
Now, Substitute the value of yiand Y, then we get


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Hence, Proved
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