5. Suppose we want to estimate the effects of alcohol consumption (alco- hol) on college grade point average (colGPA). In addition to collecting information on grade point averages and alcohol usage, we also obtain attendance information (say, percentage of lectures attended, called attend). A standardized test score (say, SAT) and high school GPA (hsGPA) are also available. (a) Should we include attend along with alcohol as explanatory vari- ables in a multiple regression model? (Think about how you would interpret alcohol.) (b) Should SAT and hsGPA be included as explanatory variables? Еxplain.

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5. Suppose we want to estimate the effects of alcohol consumption (alco-
hol) on college grade point average (colGPA). In addition to collecting
information on grade point averages and alcohol usage, we also obtain
attendance information (say, percentage of lectures attended, called
attend). A standardized test score (say, SAT) and high school GPA
(hsGPA) are also available.
(a) Should we include attend along with alcohol as explanatory vari-
ables in a multiple regression model? (Think about how you
would interpret alcohol.)
(b) Should SAT and hsGPA be included as explanatory variables?
Explain.
Transcribed Image Text:5. Suppose we want to estimate the effects of alcohol consumption (alco- hol) on college grade point average (colGPA). In addition to collecting information on grade point averages and alcohol usage, we also obtain attendance information (say, percentage of lectures attended, called attend). A standardized test score (say, SAT) and high school GPA (hsGPA) are also available. (a) Should we include attend along with alcohol as explanatory vari- ables in a multiple regression model? (Think about how you would interpret alcohol.) (b) Should SAT and hsGPA be included as explanatory variables? Explain.
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