Explain your inference from the QQ Plot List the variables accepted at alpha -10%? Explain which independent variable is most collinear with the other independent. variables? Which variable is influencing the dependent variable the maximum?

MATLAB: An Introduction with Applications
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Author:Amos Gilat
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Engineer/Stats/Economics.
Entry Level Salary (of 500 MBAS) was regressed on X1: MBA CGPA, X2: Undergrad CGPA and
whether the student was
Dummy 1 = 1 for Engineer; Dummy 2 = 1
for Stats. The output from a Statistical package is given below. Answer the questions that
follow.
Variable
Intercept
X1
X2
Dummy 1
Dummy 2
Parameter Estimates
Coefficient Std Error t Value P Value
1.41
3.20
2.12
3.10
2.00
3.21
6.82
5.25
2.60
3.93
2
1
O
www.w
2.28
2.13
2.48
0.84
1.97
0.02
0.03
0.01
0.40
0.05
What is the advantage of Statistics over Economics?
Std
Estimates
VIF
90% Conf
Limits
0.89
0.70
1.88
6.55
0.35 11.00
4.94
0.20
1.45
-4.37
0.10 4.20 -0.57
5.53
12.08
8.74
7.70
7.22
Explain your inference from the QQ Plot
List the variables accepted at alpha - 10%?
Explain which independent variable is most collinear with the other independent.
variables?
Which variable is influencing the dependent variable the maximum?
I
Transcribed Image Text:Engineer/Stats/Economics. Entry Level Salary (of 500 MBAS) was regressed on X1: MBA CGPA, X2: Undergrad CGPA and whether the student was Dummy 1 = 1 for Engineer; Dummy 2 = 1 for Stats. The output from a Statistical package is given below. Answer the questions that follow. Variable Intercept X1 X2 Dummy 1 Dummy 2 Parameter Estimates Coefficient Std Error t Value P Value 1.41 3.20 2.12 3.10 2.00 3.21 6.82 5.25 2.60 3.93 2 1 O www.w 2.28 2.13 2.48 0.84 1.97 0.02 0.03 0.01 0.40 0.05 What is the advantage of Statistics over Economics? Std Estimates VIF 90% Conf Limits 0.89 0.70 1.88 6.55 0.35 11.00 4.94 0.20 1.45 -4.37 0.10 4.20 -0.57 5.53 12.08 8.74 7.70 7.22 Explain your inference from the QQ Plot List the variables accepted at alpha - 10%? Explain which independent variable is most collinear with the other independent. variables? Which variable is influencing the dependent variable the maximum? I
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