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Statistics Dependent & Independent Variables Coefficient Estimate Worksheet

Statistics Dependent & Independent Variables Coefficient Estimate Worksheet

Question Description

1. Define the dependent and independent variables in this research question then use a bivariate linear probability model to test the effect of the treatment. Put the regression output in its own tab, and in that tab answer the next three questions.
2. How much of the variation in drinks is explained by ‘pt02’?
3. Is there a statistically significant relationship between ‘pt02’ and ‘drinks’? Assume alpha=.05
4. Interpret the coefficient estimate from #1 in a sentence.
5. Now, run a multivariate regression including the other independent variables, and put that in its own tab, then answer the next two questions.
6. Compare the coefficient estimate for ‘pt02’ in this new model to the estimate yielded by the bivariate model. Do your conclusions change?
7. Is pt02 correlated with any of the other independent variables in the model? Is there a reason to think it should or should not be?

Please answer these questions in the attached excel file itself. This is how the variables have been coded:

Variable name label

Female Identity as Female?(Yes=1/No=0)

Gpa What’s your GPA?-Round to the Nearest Tenth

Age How old are you?(In Years)

Pt02 Assigned to the BrAC= .02 group in the alcohol testing question

Drink Reported Number of Drinks in the Alcohol Testing Question

Thanks 🙂

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