Question

Use the date set in SLEEP75 to estimate the multiple regression model sleep= β0+β1totwrk+β2educ+β3male+u. and answer...

  1. Use the date set in SLEEP75 to estimate the multiple regression model

sleep= β0+β1totwrk+β2educ+β3male+u.

and answer the following questions. Here the variable sleep is total minutes per week spent at night, totwrk is total weekly minutes spent working, educ and age are measured in years, and male is a gender dummy.

  1. (8 points) In the estimation, β0=__________, β1=__________, β2=__________, β3=__________.
  2. (2 points) All other factors being equal, is there evidence that men sleep more than women?
  3. (3 points) Based on the corresponding estimate, explain in words the estimated tradeoff between working and sleeping.
educ male sleep totwrk
12 1 3113 3438
14 1 2920 5020
17 1 2670 2815
12 0 3083 3786
14 1 3448 2580
12 1 4063 1205
12 1 3180 2113
13 1 2928 3608
17 1 3368 2353
15 1 3018 2851
8 1 1575 6415
16 0 3295 370
16 1 3798 2438
5 1 3008 2693
12 1 3248 2526
12 1 3683 2950
17 1 3201 3003
14 1 2580 4011
12 1 3420 2300
17 1 3090 1543
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