To Examine the Differences Between Salaries of Male and Female

question 56

Multiple Choice

To examine the differences between salaries of male and female middle managers of a large bank,90 individuals were randomly selected,and two models were created with the following variables considered: Salary = the monthly salary (excluding fringe benefits and bonuses) ,
Educ = the number of years of education,
Exper = the number of months of experience,
Train = the number of weeks of training,
Gender = the gender of an individual;1 for males,and 0 for females.
Excel partial outputs corresponding to these models are available and shown below.
Model A: Salary = β₀ + β₁ Educ + β₂ Exper + β₃ Train + β₄ Gender + ε Model B: Salary = β₀ + β₁ Educ + β₂ Exper + β₃ Gender + ε Which of the following is the regression equation found by Excel for Model A?

• A) = 4663.31 + 140.66Educ + 3.36Exper + 1.17Train + 615.15Gender
• B) = 365.37 + 20.16Educ + 0.47Exper + 3.72Train + 97.33Gender
• C) = 12.76 + 6.98Educ + 7.15Exper + 0.31Train + 6.32Gender