As the advisor in the Ministry of Finance in charge of taxation policey, your current project is to explain people's earnings in Multinational Corporations in Sri Lanka (in tens of thousands of USD per month). Based on 100 random observations, you obtained the following results, using these variables: GRADE: years of education, EXP: years of experience, EXP2: years of experience squared, UNION: dummy variable for membership in a union. Coefficient 0.595106 Variable Standard Error Prob. Constant 0.283485 0.0384 GRADE 0.082543 0.020093 0.0001 EXP 0.050274 0.014137 0.0006 EXP2 -0.000562 0.000288 0.0540 UNION 0.165929 0.124454 0.1856 Adjusted R-Squared: 37.17% c) Explain the value of adjusted R-squared d) Discuss the problems if any classical assumptions are violated and explain why these problems occur

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As the advisor in the Ministry of Finance in charge of taxation policey, your current project is
to explain people's earnings in Multinational Corporations in Sri Lanka (in tens of thousands
of USD per month). Based on 100 random observations, you obtained the following results,
using these variables: GRADE: years of education, EXP: years of experience, EXP2: years of
experience squared, UNION: dummy variable for membership in a union.
Coefficient
0.595106
Variable
Standard Error
Prob.
Constant
0.283485
0.0384
GRADE
0.082543
0.020093
0.0001
EXP
EXP2
0.050274
0.014137
0.0006
-0.000562
0.000288
0.0540
UNION
0.165929
0.124454
0.1856
Adjusted R-Squared: 37.17%
c) Explain the value of adjusted R-squared
d) Discuss the problems if any classical assumptions are violated and explain why these
problems occur
Transcribed Image Text:As the advisor in the Ministry of Finance in charge of taxation policey, your current project is to explain people's earnings in Multinational Corporations in Sri Lanka (in tens of thousands of USD per month). Based on 100 random observations, you obtained the following results, using these variables: GRADE: years of education, EXP: years of experience, EXP2: years of experience squared, UNION: dummy variable for membership in a union. Coefficient 0.595106 Variable Standard Error Prob. Constant 0.283485 0.0384 GRADE 0.082543 0.020093 0.0001 EXP EXP2 0.050274 0.014137 0.0006 -0.000562 0.000288 0.0540 UNION 0.165929 0.124454 0.1856 Adjusted R-Squared: 37.17% c) Explain the value of adjusted R-squared d) Discuss the problems if any classical assumptions are violated and explain why these problems occur
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