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Question: Using 50 observations, the following regression output is obtained from estimating y = β0 + β1x +…



Using 50 observations, the following regression output is
obtained from estimating y = β0 +
β1x +
β2d1 +
β3d2 + ε.

Coefficients Standard
Error
t
Stat
p-value
  Intercept −0.82
    
0.25
     
−3.28
     
0.0020
   
       x 3.36
    
1.20
     
2.80
     
0.0074
   
       d1 −15.41
    
16.75
     
−0.92
     
0.3624
   
       d2 8.28
    
2.40
     
3.45
     
0.0012
   
a.

Compute Question: Using 50 observations, the following regression output isobtained from estimating y = β0 +β1x +... for x = 312,
d1 = 1, and d2 = 0; then
compute Question: Using 50 observations, the following regression output isobtained from estimating y = β0 +β1x +... for x = 312,
d1 = 0, and d2 = 1.
(Round your final answers to 2 decimal
places.)

           Question: Using 50 observations, the following regression output isobtained from estimating y = β0 +β1x +...
  d1 = 1 and d2 =
0
     
  d1 = 0 and d2 =
1
     
b-1.

Interpret d1 and d2.
(You may select more than one answer. Single click the box
with the question mark to produce a check mark for a correct answer
and double click the box with the question mark to empty the box
for a wrong answer.)

         

When d1 = 1,
Question: Using 50 observations, the following regression output isobtained from estimating y = β0 +β1x +...
is 15.41 units greater than when d1 = 0,
holding everything else constant.
When d2 = 1,
Question: Using 50 observations, the following regression output isobtained from estimating y = β0 +β1x +...
is 8.28 units greater than when d2 = 0,
holding everything else constant.
When d1 = 1,
Question: Using 50 observations, the following regression output isobtained from estimating y = β0 +β1x +...
is 15.41 units less than when d1 = 0, holding
everything else constant.
When d2 = 1,
Question: Using 50 observations, the following regression output isobtained from estimating y = β0 +β1x +...
is 8.28 units less when d2 = 0, holding
everything else constant.
b-2.

Are both dummy variables individually significant at the 5%
level?

Yes, both dummy variables are
individually significant at the 5% level.
No, only the dummy variable
d2 is significant at 5% level.
No, none of the dummy variables are
individually significant at 5% level.
No, only the dummy variable
d1 is significant at 5% level.

  

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