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: ß, = Bz = B, = 0

Algebra & Trigonometry with Analytic Geometry
13th Edition
ISBN:9781133382119
Author:Swokowski
Publisher:Swokowski
Chapter5: Inverse, Exponential, And Logarithmic Functions
Section5.3: The Natural Exponential Function
Problem 40E
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Answer the following question

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, = Bz = B3 = 0
Transcribed Image Text: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, = Bz = B3 = 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 $) 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
5.5254
?
X1
?
7.5016
5.5054
X2
-0.4158
0.5228
?
X3
0.57091
?
1.3982
Analysis of Variance
Source
Sum of Squares Df Mean Square
F-Ratio
Model
?
?
?
Residual
180.095
?
?
Total
697.040
?
R-squared = ?
Adjusted R-Squared = ?
Transcribed Image Text: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 17.3925 5.5254 ? X1 ? 7.5016 5.5054 X2 -0.4158 0.5228 ? X3 0.57091 ? 1.3982 Analysis of Variance Source Sum of Squares Df Mean Square F-Ratio Model ? ? ? Residual 180.095 ? ? Total 697.040 ? R-squared = ? Adjusted R-Squared = ?
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