Question: Using data from 50 workers, a researcher estimates Wage = 0 + 1 Education + 2 Experience + 3 Age + , where Wage is

Using data from 50 workers, a researcher estimates Wage = 0+ 1Education + 2Experience +3Age + , where Wage is the hourly wage rate and Education, Experience, and Age are the years of higher education, the years of experience, and the age of the worker, respectively. A portion of the regression results is shown in the following table.

Coefficients Standard Error tStat p-value
Intercept 7.87 4.09 1.93 0.0603
Education 1.44 0.34 4.24 0.0001
Experience 0.45 0.14 3.16 0.0028
Age 0.01 0.08 0.14 0.8920

a-1. What is the point estimate for 1?
1.44
0.45

a-2. Interpret this value.
As Education increases by 1 unit, Wage is predicted to increase by 1.44 units.
As Education increases by 1 unit, Wage is predicted to increase by 0.45 units.
As Education increases by 1 unit, Wage is predicted to increase by 0.45 units, holding Age and Experience constant.
As Education increases by 1 unit, Wage is predicted to increase by 1.44 units, holding Age and Experience constant.

a-3. What is the point estimate for 2?
0.45
1.44

a-4. Interpret this value.
Same interpretation by using 1.44 or -0.01
As Experience increases by 1 unit, Wage is predicted to increase by 0.45 units, holding Age and Education constant.

b. What is the sample regression equation?(Round your answer to 2 decimal places.)

y-hat =+Education +Experience Age

c. What is the predicted value for Age = 30, Education = 4 and Experience = 3.(Round your answer to 2 decimal places.)

y-hat

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