Exam 7: Multiple Regression Analysis With Qualitative Information

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The sum of squared residuals form of the F statistic can be computed easily even when many independent variables are involved; this particular F statistic is usually called the _____ in econometrics.

(Multiple Choice)
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Consider the model: log (wage) = Consider the model: log (wage) =   +   female +   graduate +   female * graduate + u , where graduate is a dummy variable (1 if the person has graduated from college, and 0 otherwise), and female is a dummy variable (1 if the person is female, and 0 otherwise). Which of the following measures the return of graduating from college for men? + Consider the model: log (wage) =   +   female +   graduate +   female * graduate + u , where graduate is a dummy variable (1 if the person has graduated from college, and 0 otherwise), and female is a dummy variable (1 if the person is female, and 0 otherwise). Which of the following measures the return of graduating from college for men? female + Consider the model: log (wage) =   +   female +   graduate +   female * graduate + u , where graduate is a dummy variable (1 if the person has graduated from college, and 0 otherwise), and female is a dummy variable (1 if the person is female, and 0 otherwise). Which of the following measures the return of graduating from college for men? graduate + Consider the model: log (wage) =   +   female +   graduate +   female * graduate + u , where graduate is a dummy variable (1 if the person has graduated from college, and 0 otherwise), and female is a dummy variable (1 if the person is female, and 0 otherwise). Which of the following measures the return of graduating from college for men? female * graduate + u , where graduate is a dummy variable (1 if the person has graduated from college, and 0 otherwise), and female is a dummy variable (1 if the person is female, and 0 otherwise). Which of the following measures the return of graduating from college for men?

(Multiple Choice)
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Consider the following regression equation: y = Consider the following regression equation: y =   <sub>0</sub>+   <sub>1</sub>x<sub>1</sub>+ …+   <sub>k</sub> x<sub>k </sub>+ u In which of the following cases, the dependent variable is binary? 0+ Consider the following regression equation: y =   <sub>0</sub>+   <sub>1</sub>x<sub>1</sub>+ …+   <sub>k</sub> x<sub>k </sub>+ u In which of the following cases, the dependent variable is binary? 1x1+ …+ Consider the following regression equation: y =   <sub>0</sub>+   <sub>1</sub>x<sub>1</sub>+ …+   <sub>k</sub> x<sub>k </sub>+ u In which of the following cases, the dependent variable is binary? k xk + u In which of the following cases, the dependent variable is binary?

(Multiple Choice)
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The following simple model is used to determine the annual savings of an individual on the basis of his annual income and education. Savings = β0 + The following simple model is used to determine the annual savings of an individual on the basis of his annual income and education. Savings = β<sub>0</sub> +   <sub>0</sub> Edu + β<sub>1</sub>Inc + u The variable 'Edu' takes a value of 1 if the person is educated and the variable 'Inc' measures the income of the individual. ​ Refer to the model above. The benchmark group in this model is _____. 0 Edu + β1Inc + u The variable 'Edu' takes a value of 1 if the person is educated and the variable 'Inc' measures the income of the individual. ​ Refer to the model above. The benchmark group in this model is _____.

(Multiple Choice)
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Which of the following is true of dummy variables?

(Multiple Choice)
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The quarterly increase in an employee's salary depends on the rating of his work by his employer and several other factors as shown in the model below: Increase in salary= The quarterly increase in an employee's salary depends on the rating of his work by his employer and several other factors as shown in the model below: Increase in salary=   0+   0​Rating + other factors. The variable 'Rating' is a(n) _____. 0+ The quarterly increase in an employee's salary depends on the rating of his work by his employer and several other factors as shown in the model below: Increase in salary=   0+   0​Rating + other factors. The variable 'Rating' is a(n) _____. 0​Rating + other factors. The variable 'Rating' is a(n) _____.

(Multiple Choice)
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In the following regression equation, y is a binary variable: y = In the following regression equation, y is a binary variable: y =   <sub>0</sub>+   <sub>1</sub>x<sub>1</sub>+…   <sub>k</sub> x<sub>k</sub>+ u In this case, the estimated slope coefficient,   measures _____. 0+ In the following regression equation, y is a binary variable: y =   <sub>0</sub>+   <sub>1</sub>x<sub>1</sub>+…   <sub>k</sub> x<sub>k</sub>+ u In this case, the estimated slope coefficient,   measures _____. 1x1+… In the following regression equation, y is a binary variable: y =   <sub>0</sub>+   <sub>1</sub>x<sub>1</sub>+…   <sub>k</sub> x<sub>k</sub>+ u In this case, the estimated slope coefficient,   measures _____. k xk+ u In this case, the estimated slope coefficient, In the following regression equation, y is a binary variable: y =   <sub>0</sub>+   <sub>1</sub>x<sub>1</sub>+…   <sub>k</sub> x<sub>k</sub>+ u In this case, the estimated slope coefficient,   measures _____. measures _____.

(Multiple Choice)
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A binary variable is a variable whose value changes with a change in the number of observations.

(True/False)
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