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MBA.Graduate Psychology,PHD in HRM
Strayer,Phoniex,
Feb-1999 - Mar-2006
MBA.Graduate Psychology,PHD in HRM
Strayer,Phoniex,University of California
Feb-1999 - Mar-2006
PR Manager
LSGH LLC
Apr-2003 - Apr-2007
  A partial computer output from a regression analysis using Excel’s Regression tool follows.
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Regression Statistics |
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Multiple R |
(1) |
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R Square |
0.923 |
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Adjusted R Square |
(2) |
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Standard Error |
3.35 |
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Observations |
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ANOVA |
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df |
SS |
MS |
F |
Significance F |
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Regression |
(3) |
1612 |
(7) |
(9) |
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Residual |
12 |
(5) |
(8) |
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Total |
(4) |
(6) |
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Coefficients |
Standard Error |
t Stat |
P-value |
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Intercept |
8.103 |
2.667 |
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x1 |
7.602 |
2.105 |
(10) |
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x2 |
3.111 |
0.613 |
(11) |
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a. Based on the given information above, complete the missing values (1) to (11). [5.5 pts]
Hint: It may not be necessary to follow the order to complete the table.
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(1)Â Â Write down the formula or concept calculating cell (1) and complete the calculation:
__________________________________________________________________________________________________________________________________________________________________________
(2)Â Â Write down the formula or concept calculating cell (2) and complete the calculation:
__________________________________________________________________________________________________________________________________________________________________________
(3)Â Â Write down the formula or concept calculating cell (3) and complete the calculation:
__________________________________________________________________________________________________________________________________________________________________________
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(4)Â Â Write down the formula or concept calculating cell (4) and complete the calculation:
__________________________________________________________________________________________________________________________________________________________________________
(5)Â Â Write down the formula or concept calculating cell (5) and complete the calculation:
__________________________________________________________________________________________________________________________________________________________________________
(6)Â Â Write down the formula or concept calculating cell (6) and complete the calculation:
__________________________________________________________________________________________________________________________________________________________________________
(7)Â Â Write down the formula or concept calculating cell (7) and complete the calculation:
__________________________________________________________________________________________________________________________________________________________________________
(8)Â Â Write down the formula or concept calculating cell (8) and complete the calculation:
__________________________________________________________________________________________________________________________________________________________________________
(9)Â Â Write down the formula or concept calculating cell (9) and complete the calculation:
__________________________________________________________________________________________________________________________________________________________________________
(10)Â Write down the formula or concept calculating cell (10) and complete the calculation:
__________________________________________________________________________________________________________________________________________________________________________
(11)Â Write down the formula or concept calculating cell (11) and complete the calculation:
__________________________________________________________________________________________________________________________________________________________________________
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b. Use α = .05. Test for overall significance.
(1) Formulate the null and alternative hypotheses for this test (fill in the blanks below).
H0 = ____________
Ha = ____________
(2) What is the p-value for the overall significance test? (If you use Excel, provide the function you use)
_______________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________
(3) Use α = 0.05. Do you reject or not reject H0? What is your conclusion?
(3.1) Write down the rejection rule: ________________________________________________________
(3.2) Write down your decision: __________________________________________________________
(3.3) Interpret your result: _______________________________________________________________
_______________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________
c. Use α = .05. Test for individual significance.
(1) Formulate the null and alternative hypotheses for this test (fill in the blanks below).
H0 = ____________
Ha = ____________
(2) What is the p-value of the test? (If you use Excel, provide the function you use)
_____________________________________________________________________________________
_______________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________
(3) Use α = 0.05. Do you reject or not reject H0? What is your conclusion?
(3.1) Write down the rejection rule: ________________________________________________________
(3.2) Write down your decision: __________________________________________________________
(3.3) Interpret your result: _______________________________________________________________
_______________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________
_____________________________________________________________________________________
_____________________________________________________________________________________
_____________________________________________________________________________________
d. Based on the results in part (c), will you include both variables x1 and x2 in the regression model? Why or why not?
_______________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________
_____________________________________________________________________________________
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