Verify Equation 9.3.3, which states that Var(A) = 2 n _

Chapter , Problem 8

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QUESTION:

Verify Equation 9.3.3, which states that

\(\operatorname{Var}(A)=\frac{\sigma^{2} \sum_{i=1}^{n} x_{i}^{2}}{n \sum_{i=1}^{n}\left(x_{i}-\bar{x}\right)^{2}}\)

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QUESTION:

Verify Equation 9.3.3, which states that

\(\operatorname{Var}(A)=\frac{\sigma^{2} \sum_{i=1}^{n} x_{i}^{2}}{n \sum_{i=1}^{n}\left(x_{i}-\bar{x}\right)^{2}}\)

ANSWER:

Step 1 of 2

The objective is to verify the following equation:

\(V(A)=\frac{\sigma^{2} \sum_{i=1}^{n} x_{i}^{2}}{n \sum_{i=1}^{n}\left(x_{i}-\bar{x}\right)^{2}}\)

The least square regression equation is

\(\begin{array}{l}
A=\bar{y}-B \bar{x} \\
A=\frac{\sum_{i=1}^{n} y_{i}}{n}-B \bar{x}
\end{array}\)

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