[All Steps] In a study relating college grade point average to time spent in various activities, you distribute a survey to several students. The students


Question: In a study relating college grade point average to time spent in various activities, you distribute a survey to several students. The students are asked how many hours they spend each week in four activities: studying, sleeping, working, and leisure. Any activity is put into one of the four categories, so that for each student, the sum of hours in the four activities must be 168 (=24 *7).

  1. Interpret the coefficient on study. Does this interpretation make sense?
  2. Explain why this model violates assumption 4
  3. How could you reformulate the model so that its parameters have a useful interpretation and it satisfies assumption 4 ?

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