Question
In the following regression, X = total assets ($ billions), Y = total revenue ($ billions), and n = 64 large banks. R 2 0.519Std.
In the following regression,X= total assets ($ billions),Y= total revenue ($ billions), andn= 64 large banks.
R20.519Std. Error6.977n64
ANOVA tableSourceSSdfMSFp-valueRegression3,260.098113,260.098166.971.90E-11Residual3,018.33396248.6828Total6,278.432063
Regression outputconfidence intervalvariablescoefficientsstd. errort Statp-valueLower 95%Upper 95%Intercept6.57631.92543.416.00112.727510.4252X10.04520.00558.1831.90E-110.03420.0563
(a)Write the fitted regression equation.
y
y^=+X
(b-1)State the degrees of freedom for a two-tailed test for zero slope, and useAppendix Dto find the critical value at= .05.(Roundtcritical value to 3 decimal places.)
Degrees of freedomtcrit
(b-2)Choose the correct option forH0:1= 0 vsH1:1 0.
multiple choice 1
- Reject the null hypothesis iftcalc> 1.999
- Do not reject the null hypothesis iftcalc> 1.999
(c-1)Calculatet.(Round your answer to 3 decimal places.)
tcalc
(c-2)We reject the null hypothesis.
Yes
(d-1)Find the 95% confidence interval for slope.(Round your answer to 4 decimal places.)
Confidence interval is fromto.
(d-2)The confidence interval does not contain zero, which implies
there is a relationship between the total assets (billions) and total revenue (billions).
(e-1)Calculatet2andF.(Round your answers to the nearest whole number.)
t2Fcalc
(e-2)CalculateR2.
R
2
R2
(e-3)What is the percentage of variation in total revenue explained by total assets?(Round your answer to 1 decimal place.)
The percentage of variation in total revenue explained by total assets is%
(f)Increasing assets increases income.
multiple choice 4
- No
- Yes
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