Consider the following model , where is the daily rate of return of a stock, and is the daily rate of return of the stock market as a whole, measured by the daily rate of return of Standard \& Poor's (S\&P) 500 Composite Index. Using a random sample of days from 2007, the least squares lines shown in the table below were obtained for four firms. The estimated standard error of is shown to the right of each least squares prediction equation.
Calculate the test statistic for determining whether the market model is useful for predicting daily rate of return of Company A's stock.
A)
B)
C)
D)
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