1:43 0 4G Question-2: You are interested in determining what factors influence the price of a stock. After some examination, a statistician hypothesized that a stock price (Y in $) would be affected...


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1:43 0<br>4G<br>Question-2: You are interested in determining what factors influence the price of a stock. After some<br>examination, a statistician hypothesized that a stock price (Y in $) would be affected by its quarterly<br>dividends (X1 in $), its price/earnings ratio (X2), and the interest rate of treasury bills (X3 in %). The<br>values of the relevant variables were observed for a period of 40 quarters. When the data were run on<br>Excel, the following partial printout was created.<br>Multiple Regression Analysis<br>Parameter<br>Estimate<br>SE<br>t-Statistic<br>Constant<br>X1<br>17.3925<br>5.5254<br>?<br>?<br>7.5016<br>5.5054<br>-0.4158<br>0.57091<br>X2<br>0.5228<br>?<br>?<br>1.3982<br>X3<br>Analysis of Variance<br>Source<br>Sum of Squares Df Mean Square<br>F-Ratio<br>Model<br>Residual<br>?<br>?<br>?<br>180.095<br>?<br>Total<br>697.040<br>R-squared = ?<br>Adjusted R-Squared = ?<br>a) What is the value of b1? Carefully explain what this number means.<br>b) What is the value of SSR? Carefully explain what this number means.<br>c) Test at the 5% level of significance the hypothesis that there is a linear and negative relation between<br>price/earning (X2) and the stock price. State your conclusions in the context of the problem.<br>d) Test the following hypothesis, use a=.99. State your conclusions in the context of the problem.<br>Họ: B, = B2 = B, = 0<br>

Extracted text: 1:43 0 4G Question-2: You are interested in determining what factors influence the price of a stock. After some examination, a statistician hypothesized that a stock price (Y in $) would be affected by its quarterly dividends (X1 in $), its price/earnings ratio (X2), and the interest rate of treasury bills (X3 in %). The values of the relevant variables were observed for a period of 40 quarters. When the data were run on Excel, the following partial printout was created. Multiple Regression Analysis Parameter Estimate SE t-Statistic Constant X1 17.3925 5.5254 ? ? 7.5016 5.5054 -0.4158 0.57091 X2 0.5228 ? ? 1.3982 X3 Analysis of Variance Source Sum of Squares Df Mean Square F-Ratio Model Residual ? ? ? 180.095 ? Total 697.040 R-squared = ? Adjusted R-Squared = ? a) What is the value of b1? Carefully explain what this number means. b) What is the value of SSR? Carefully explain what this number means. c) Test at the 5% level of significance the hypothesis that there is a linear and negative relation between price/earning (X2) and the stock price. State your conclusions in the context of the problem. d) Test the following hypothesis, use a=.99. State your conclusions in the context of the problem. Họ: B, = B2 = B, = 0

Jun 02, 2022
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