Question: Through conducting a multiple linear regression analysis, we have estimated the relationship between annual pay (dependent variable) and female (independent variable 1: female = 1,

Through conducting a multiple linear regression analysis, we have estimated the relationship between annual pay (dependent variable) and female (independent variable 1: female = 1, male = 0) / work hours per week (independent variable 2) as the equation below. (Annual pay is measured in dollars.) Annual pay = -1,248 * Female + 723 * Work hours per week + 23,127 (The p-values for the coefficients of Female and Work hours per week are 0.63 and 0.01, respectively.) Which of the following interpretations are true based on the equation above? (Select all that apply. There can be more than one answer.) Females are expected to earn $1,248 less annually compared to men, controlling for work hours. Females are expected to earn $1,248 less annually compared to men, holding the work hours constant. There is no expected difference in annual pay between males and females, controlling for work hours. Annual pay is expected to increase by 723 dollars as the work hours per week increases by one hour, holding the gender constant

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