Need complete solution 1:43 04GQuestion-2: You are interested in determining what factors influence the price of a stock. After someexamination, a statistician hypothesized that a stock price (Y in $) would be affected by its quarterlydividends (X1 in $), its price/earnings ratio (X2), and the interest rate of treasury bills (X3 in %). Thevalues of the relevant variables were observed for a period of 40 quarters. When the data were run onExcel, the following partial printout was created.Multiple Regression AnalysisParameterEstimateSEt-StatisticConstantX117.39255.5254??7.50165.5054-0.41580.57091X20.5228??1.3982X3Analysis of VarianceSourceSum of Squares Df Mean SquareF-RatioModelResidual???180.095?Total697.040R-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 betweenprice/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

Given, Y is the stock price, X1 is the quarterly dividends, X2 is the price/earnings ratio and X3 is…

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 S) 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 17.3925 ? ? 5.5054 5.5254 X1 7.5016 -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. Ho: B, = B, = B, = 0

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 S) 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 17.3925 ? ? 5.5054 5.5254 X1 7.5016 -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. Ho: B, = B, = B, = 0

MATLAB: An Introduction with Applications

6th Edition

ISBN:9781119256830

Author:Amos Gilat

Publisher:Amos Gilat

Chapter1: Starting With Matlab

Section: Chapter Questions

Problem 1P

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