4 The file named hwk3q4 csv contains data of lung capacity for 725 individuals The variables in this file are LungCap lung capacity (closing capacity) of the person Age age of the person Height height of the person 3 Smoke whether the person smokes or not (yes or no) Gender male or female Cesarean whether the person is born by Cesarean (yes or no) Consider a linear regression of LungCapAge Smoke Age Smoke (a) Write down the two estimated regression lines for smokers and non smokers respectively (b) Interpret the estimated slope coefficient of Age (c) Interpret the estimated slope coefficient of Age Smoke (d) Judging from their p values, are the main effect Smoke and the interaction effect Age Smoke significant individually at 5 level (e) Despite the above result, perform a suitable hypothesis test to access whether the overall effect of smoking is influential at 5 level of significance LungCap Age Height Smoke Gender Caesarean 6 475 6 62 1 no male no 10 125 18 74 7 yes female no 9 55 16 69 7 no female yes 11 125 14 71 no male no 4 8 5 56 9 no male no 6 225 11 58 7 no female no 4 95 8 63 3 no male yes 7 325 11 70 4 no male no 8 875 15 70 5 no male no 6 8 11 59 2 no male no 11 5 19 76 4 no male yes 10 925 17 71 7 no male no 6 525 12 57 5 no male no 6 10 61 1 no female no 7 825 10 61 2 no male no 9 525 13 63 5 no male yes 7 875 15 59 2 no male no 5 05 8 56 1 no male no 7 025 11 61 2 yes female no 9 525 14 70 6 no female no 3 975 6 57 3 no male no 5 325 8 59 7 no female no 10 025 16 72 4 no male no 8 725 11 68 no male yes 9 375 11 65 7 no female no 8 35 12 61 3 no male yes 6 75 12 60 7 no female no 9 025 9 65 6 no male no 1 125 4 48 7 no female no 10 475 18 72 yes female no 4 65 4 53 7 no female no 7 725 13 64 7 no male no 10 6 13 69 3 no male no 11 025 13 65 6 no male yes 8 65 12 67 8 no male no 8 825 10 65 5 no male no 4 2 6 52 7 no male no 8 775 9 63 6 no male no 6 325 11 64 6 no female no 11 325 17 77 7 no male no 8 225 14 65 4 no female no 10 725 17 72 5 no female yes 5 875 8 58 9 no female no 7 275 12 67 7 no male no 1 575 6 49 3 no male no 6 7 11 62 6 no female no 7 65 11 61 7 no male yes 8 12 64 7 no female no 12 95 17 74 9 no male no 7 35 7 61 6 no male no 9 625 15 66 4 no male no 12 425 15 74 1 no male no 7 4 11 65 3 no male no 4 875 10 61 4 no male no 12 225 18 79 6 no male no 4 25 6 52 9 no male no 8 2 13 65 6 no male no 11 4 19 79 1 no male no 4 625 9 56 8 no female no 7 825 12 65 4 no male yes 6 7 12 57 9 no female no 9 2 14 68 2 no male no 6 95 9 61 4 no female no 6 85 13 58 7 no female no 8 45 13 65 1 no male no 7 35 13 67 5 yes female no 5 375 11 59 3 yes female no 7 375 11 63 no female no 8 6 11 64 4 no female no 7 9 12 68 no male no 8 5 14 61 4 no female yes 9 7 11 72 4 no male no 5 125 11 51 5 no female yes 7 825 13 71 no female no 6 25 13 61 8 no female no 4 975 12 62 6 yes female yes 7 5 14 66 6 no male no 5 875 9 59 no female no 10 05 17 70 4 no female no 10 8 11 69 8 no male no 7 35 12 63 no female no 11 9 16 69 3 no male no 12 05 17 72 2 no male no 11 575 19 78 2 no female no 6 2 14 61 1 no female no 6 125 12 63 3 no female yes 13 875 19 78 4 no male yes 7 75 11 63 5 no female no 7 475 15 63 yes female no 11 575 19 75 5 no male no 6 95 9 63 9 no male yes 9 2 14 69 4 no male no 9 75 13 72 8 yes male no 9 65 14 65 2 no female no 11 75 19 78 yes female yes 10 825 18 75 7 no female no 7 55 16 71 1 yes male no 6 95 7 64 7 no male no 10 675 16 74 9 no male no 6 1 10 57 no male no 8 025 13 66 2 yes male no 9 225 14 66 9 no male no 3 45 13 58 5 no female yes 10 725 16 75 6 no female no 7 95 16 67 3 no female no 3 425 5 51 7 no female no 10 875 16 75 5 no male no 8 625 12 64 8 no male no 6 45 7 63 2 no male no 3 1 7 52 1 no male no 10 425 15 70 6 no male no 12 15 18 76 3 no female no 1 85 8 49 8 no female no 5 875 3 55 9 no male no 9 125 15 73 4 no male no 8 975 15 67 5 no female yes 3 75 7 50 3 no female no 10 275 18 71 no male no 6 675 8 54 9 no female no 11 775 17 76 9 yes male no 8 55 16 67 9 no male no 6 45 12 61 yes male yes 13 2 17 78 6 no male yes 11 55 16 75 7 no male no 12 95 19 79 6 no male yes 7 825 12 67 5 no female yes 10 55 17 71 8 no male yes 11 7 19 76 2 no female yes 3 65 12 56 6 no male yes 6 65 12 60 yes female yes 10 425 15 67 2 no male no 12 925 17 75 7 no female no 7 45 13 61 1 no male no 8 6 12 60 1 no female no 10 65 16 74 4 no male no 4 725 13 65 5 no female no 7 55 15 69 3 no female no 10 175 15 71 4 no female no 6 45 14 61 4 no male no 9 475 13 67 4 no male no 4 975 6 58 4 no male no 9 9 18 70 9 no female no 10 2 18 68 6 no female no 12 4 18 81 8 no male no 6 85 9 65 7 no female yes 11 825 17 73 9 no female no 8 625 14 66 8 no female yes 11 35 14 70 5 no male no 8 225 14 64 no female no 0 507 3 51 6 no female yes 5 075 11 61 2 no male no 6 45 8 62 7 no male no 6 725 9 56 1 no male no 4 525 8 55 5 no female no 9 275 16 67 2 no female no 2 85 7 51 4 no female no 9 35 11 71 2 yes male no 5 55 5 55 8 no female yes 10 35 16 73 5 no male yes 6 625 11 62 4 no male yes 9 725 16 68 6 no female yes 4 9 10 56 8 no female no 10 475 12 69 7 no male no 10 85 19 70 9 no male no 5 15 7 58 4 no female no 4 425 8 56 6 no male no 7 55 13 66 1 no male no 8 35 17 66 2 no male no 6 05 9 62 1 no male no 4 325 8 54 8 no female yes 8 85 15 68 9 no male no 4 325 6 56 6 no male no 8 775 14 67 7 no female no 6 45 10 66 5 yes female no 9 175 17 72 5 no female no 9 45 15 65 1 yes male no 6 7 10 65 4 no male no 10 95 16 74 3 no female no 9 85 17 72 4 yes female yes 9 825 17 65 5 no female yes 8 5 13 62 9 no male no 11 875 17 78 9 no male yes 10 475 15 72 3 no female no 9 925 16 75 4 no male no 8 5 18 68 2 no female no 7 2 10 64 3 no male yes 8 375 16 67 3 no female no 5 5 8 58 5 no male no 7 925 14 65 3 no female yes 2 875 4 55 4 no male no 10 35 17 71 8 no male no 9 325 15 67 6 no female no 7 45 10 61 5 no female no 8 625 13 60 6 no female no 11 225 16 72 8 no male no 12 125 17 73 3 no male yes 13 025 19 75 5 no male no 7 85 11 66 no male yes 2 55 8 49 9 no female no 7 575 12 66 4 no female no 9 55 13 68 6 no male no 12 225 16 76 2 no female no 11 625 15 74 no male no 10 18 73 5 no female no 3 9 8 55 5 no female no 5 85 5 55 1 no male no 5 025 10 60 1 no female no 5 95 8 58 6 no female no 9 475 13 66 1 no male no 6 4 7 60 4 no male no 8 225 11 63 6 no male no 10 775 15 75 2 no male no 6 15 10 62 no male no 9 4 15 66 4 no female no 7 25 8 59 9 no male no 5 85 7 58 8 no male no 4 125 10 55 5 no female yes 10 925 18 77 6 no male no 7 35 15 61 9 yes female yes 10 475 19 76 no male no 6 575 14 59 7 yes female yes 1 175 3 51 9 no male no 2 95 6 47 8 no male yes 9 12 62 no female no 8 1 14 61 6 no female no 7 275 8 64 7 no male yes 11 075 15 69 9 no male no 3 1 5 47 4 no female no 4 7 3 52 7 no male no 5 85 11 60 5 no female no 7 925 11 65 1 no male no 7 3 13 61 5 no female no 9 275 18 67 6 no female no 11 125 19 71 5 no male no 8 625 15 68 4 no female yes 9 825 18 70 8 no male no 5 725 8 58 3 no female yes 7 925 11 67 1 yes male no 9 475 17 64 8 yes female no 10 9 14 71 3 no female yes 9 675 12 70 9 no male no 9 95 14 71 6 no female no 6 575 8 59 8 no female no 8 6 12 61 6 no male yes 9 5 11 63 4 no male no 3 825 6 55 1 no female no 8 9 66 4 no male no 7 475 11 60 7 no male yes 10 7 18 74 2 yes male no 10 125 18 71 no female no 11 225 19 74 8 no female no 7 275 9 63 7 no male no 12 5 18 80 3 no male no 7 625 9 60 no female no 5 3 7 57 3 no male yes 5 6 8 58 5 no female no 11 05 18 72 6 yes female no 8 025 11 65 5 no male yes 9 95 12 68 2 no female no 7 4 11 63 3 yes female no 8 85 14 65 1 no female no 11 875 14 71 2 no male no 4 85 5 53 5 no male no 5 175 12 56 6 no female yes 10 175 19 69 2 no male yes 5 225 9 53 7 no female no 8 975 17 70 9 no male yes 7 35 10 61 no female no 7 975 9 61 9 no male no 8 775 9 59 2 no female no 6 1 10 57 4 no female no 8 8 14 70 5 no female no 8 7 14 73 1 no male yes 6 975 12 58 8 no male no 9 375 17 69 7 no male no 7 4 10 59 7 no male yes 8 8 12 65 9 no female no 6 7 13 66 no male yes 7 25 11 64 1 no male no 9 725 12 71 4 no male no 8 5 17 72 5 yes male no 10 975 14 71 2 no male no 9 7 15 64 8 no female no 4 775 8 55 7 no female no 10 325 13 69 3 no male no 6 2 11 66 9 no female yes 8 10 63 4 no male no 3 025 6 47 4 no female no 6 125 10 64 7 no male no 9 55 18 70 8 yes female no 7 05 6 56 7 no male no 10 45 18 72 9 yes male yes 5 475 3 52 9 no male no 11 4 15 74 6 no male no 7 15 13 63 4 no female no 12 2 19 72 2 no female no 6 725 11 59 4 no female no 8 725 13 66 6 no female yes 2 625 5 49 no male no 7 4 8 62 1 no male no 8 2 18 69 yes female yes 6 85 13 63 3 no male yes 6 55 10 59 7 no male no 10 525 18 71 9 no female no 6 625 12 59 8 no female no 6 55 9 58 7 no female no 8 475 15 69 3 yes male no 10 925 14 69 4 no female no 6 075 8 58 4 no female no 8 35 19 68 2 no female no 2 475 7 55 6 no female no 9 675 13 71 2 no male no 8 775 14 67 5 no female no 13 1 19 76 6 no male no 6 5 9 59 2 no male no 7 3 12 67 5 no male no 3 9 10 58 yes female no 1 025 3 47 no female no 6 775 13 63 9 no male no 10 975 16 79 3 no male yes 7 625 13 68 no male no 7 225 10 59 1 no male no 8 9 15 64 9 no female no 9 15 11 62 1 no male no 5 2 11 60 9 no female no 11 075 19 70 4 no female no 8 325 15 69 no male no 3 625 11 53 8 no male no 9 625 19 73 9 no female no 4 5 8 60 no female no 4 15 7 53 3 no female yes 6 10 59 4 no female no 10 05 13 67 4 no male no 10 75 14 70 4 no male no 7 375 14 69 1 no female yes 5 25 9 55 5 no male yes 8 875 11 66 9 no male yes 10 9 13 71 5 no male yes 9 8 15 73 5 no male yes 10 25 18 72 5 no female no 7 425 15 62 6 no female no 6 325 13 59 9 yes male yes 5 55 9 58 7 no male no 1 625 8 46 6 no female no 5 05 7 54 3 no male no 10 1 17 74 2 no female no 4 725 11 59 2 no female yes 5 025 12 55 no female no 3 425 9 51 no male no 8 475 14 62 2 no female yes 5 65 8 53 7 no female yes 11 675 16 72 7 no male no 10 6 17 74 4 no male no 4 725 9 59 3 no female no 7 575 12 61 5 no female no 7 75 19 69 2 no female yes 11 7 17 71 8 no male no 8 325 15 63 3 no male no 6 65 12 58 9 yes female yes 3 675 7 56 3 no male no 3 975 8 56 8 no female no 10 05 15 70 2 no male no 10 2 18 73 5 yes female yes 7 275 11 60 1 no female no 6 05 10 58 3 no female no 6 225 9 63 5 no male no 9 3 11 64 4 no female no 8 975 16 69 1 no female yes 8 65 16 74 3 yes female no 11 65 18 73 3 no male no 11 075 16 68 7 no female yes 7 7 10 62 1 no male no 6 925 13 62 4 no female yes 10 725 16 77 4 no female no 14 375 18 80 8 no male no 6 175 9 63 9 no female yes 7 825 13 62 no female no 8 625 11 70 2 no male yes 4 9 5 60 4 no male no 4 2 6 56 1 no male no 5 85 12 62 6 no male no 7 375 9 59 9 no female no 8 775 15 64 7 yes female no 8 13 69 4 no female no 11 075 16 68 8 no male no 10 6 18 70 no female yes 5 15 11 59 3 no male no 6 475 13 66 3 yes female no 5 375 7 56 6 no male no 3 4 4 55 6 no male no 6 525 13 61 4 no female no 11 325 16 71 2 no female no 11 65 17 73 9 no male no 6 725 10 60 2 no female no 7 775 11 65 no male no 5 7 7 56 8 no male no 6 825 11 61 9 no female yes 10 5 16 70 1 no female no 8 725 13 69 no male yes 4 475 8 53 9 no female no 2 3 51 no female no 5 325 12 60 7 no male no 8 425 15 69 1 no female yes 1 9 8 48 1 no male yes 3 225 4 52 8 no female no 8 775 13 68 1 no female no 2 65 7 52 8 no female no 12 15 15 74 no male no 10 1 15 74 5 no male no 11 5 18 69 9 no female no 5 65 7 57 4 no female no 8 675 13 68 8 yes female no 9 275 18 70 1 no female no 11 19 75 8 no female yes 8 125 10 66 8 no male no 3 175 6 56 2 no female no 7 45 13 63 6 no female no 9 1 14 68 4 yes male no 9 875 15 71 6 yes male no 2 25 5 57 2 no female yes 9 025 12 64 9 no female no 11 225 17 76 8 no male no 5 95 8 59 4 no male no 7 8 12 73 3 yes female yes 8 55 12 68 5 no male no 5 875 12 61 5 no male no 5 425 7 61 1 no female yes 12 275 19 75 9 no male yes 11 225 17 75 8 yes male no 9 45 16 68 no female no 7 025 6 62 9 no female no 5 5 12 61 8 no male no 3 9 6 56 3 no female no 5 05 6 59 3 no male no 10 45 14 69 9 yes male no 11 3 15 73 7 no male no 2 875 7 48 2 no male no 8 425 14 67 7 no female no 10 5 16 68 9 no male no 9 925 11 62 6 no male no 5 25 9 57 7 no male no 9 75 19 71 5 no female yes 9 8 17 71 1 yes female no 8 3 15 68 2 no female no 7 7 13 67 7 no female no 6 15 5 55 1 no male no 6 3 11 59 no female no 9 85 11 69 7 no female yes 4 325 10 57 8 no female no 7 925 13 63 1 no female yes 4 35 10 58 5 no female no 4 425 9 57 1 no male yes 13 075 15 79 8 no female no 10 45 13 75 3 no male no 11 525 17 73 1 no male no 1 925 5 48 no male no 6 825 14 62 6 no female no 6 575 10 63 2 yes male yes 7 975 13 67 no male no 7 7 8 63 no male yes 8 6 17 68 1 no female no 9 975 13 64 1 no male no 7 125 10 60 2 no male no 9 6 10 67 5 no male no 10 7 16 70 2 no male no 3 175 5 52 no male no 9 1 15 67 4 no male no 10 275 11 72 2 yes male no 7 12 66 1 no male no 10 4 19 74 no male no 7 85 10 65 4 no male yes 12 625 18 74 no male no 10 65 13 68 3 no male no 11 025 15 73 5 yes male yes 9 05 16 68 1 yes female no 8 075 17 69 8 yes female no 9 675 14 67 4 no male no 6 95 9 63 4 no male no 8 425 16 70 5 yes male no 9 525 16 73 6 no female yes 5 675 16 63 4 no female yes 10 375 16 72 9 no female no 8 975 12 66 2 no male no 9 675 16 68 6 yes male no 6 3 7 55 6 no male no 11 6 18 70 no female no 2 375 4 51 7 no female yes 10 1 19 68 6 no female no 6 075 11 65 8 no female no 6 725 15 63 3 no male yes 4 25 8 56 no female yes 12 9 15 75 2 no male no 2 875 5 47 7 no female no 5 375 6 53 8 no male no 14 675 19 76 5 no male no 9 14 66 6 no female no 8 35 14 64 2 no male yes 2 725 7 50 7 no female yes 8 125 15 65 6 no female no 7 9 13 64 1 no male no 6 1 9 56 6 no male yes 8 13 65 9 no male yes 10 6 18 71 5 no female no 2 925 5 54 5 no female no 8 6 14 75 7 no male yes 4 475 7 53 2 no female no 9 1 18 74 7 no female no 13 375 17 75 4 no male no 10 3 14 70 3 no male no 12 05 13 77 2 no female yes 9 025 11 72 1 no female yes 6 7 12 63 9 yes female no 11 5 18 76 3 yes female no 1 675 3 51 9 no male no 6 225 14 60 2 yes female no 8 075 9 63 6 no male no 8 275 10 65 6 no female no 9 325 9 66 5 no male no 9 9 15 65 8 no female no 6 475 14 57 1 no female no 9 725 16 69 3 no female no 9 85 12 73 4 no male yes 10 2 9 67 6 no male yes 8 25 13 70 9 no female no 10 4 15 71 9 no female no 8 35 11 68 1 no male no 5 225 6 54 7 no female no 9 12 65 5 no male yes 9 625 17 74 2 yes female no 7 05 12 61 6 no male yes 4 075 3 53 6 no male yes 8 5 12 65 4 no female no 5 775 7 59 4 no female no 8 175 12 65 5 no female yes 6 075 8 61 3 no male yes 6 9 9 60 3 no female no 7 925 15 67 2 no female no 7 55 11 62 3 no male no 12 325 15 73 8 no male yes 11 95 12 71 6 no male no 6 8 9 63 4 no female yes 6 85 10 60 6 no male no 6 925 6 62 1 no male no 7 875 12 71 4 no female no 11 175 14 73 8 no male no 9 575 15 61 8 no male no 8 425 8 69 3 no male yes 10 775 19 71 7 no female yes 7 625 12 65 no male no 7 65 7 60 4 no male no 10 3 17 71 9 yes female no 1 775 7 51 2 no female no 9 025 12 65 7 no female no 8 025 13 69 no female no 8 575 15 65 4 no female no 8 85 15 68 8 no male no 2 725 6 56 5 no female yes 7 1 13 64 6 no female no 10 575 19 75 no female no 6 575 12 60 4 no female yes 7 9 9 62 4 no female yes 8 275 17 73 6 yes female no 10 2 19 71 4 no male yes 4 55 10 57 4 no female yes 8 12 64 5 yes male no 7 225 14 63 5 no male no 8 7 12 67 8 no female no 10 7 18 72 5 no female yes 1 325 5 48 9 no female no 13 375 19 75 6 no male yes 11 9 17 75 8 no male yes 8 625 13 67 8 yes female no 6 9 9 60 6 no female no 2 25 7 53 2 no male no 10 025 16 67 6 no female no 13 05 16 73 no male no 12 325 17 78 4 no male yes 10 7 17 72 6 yes female no 9 1 18 68 3 no male yes 8 225 7 65 7 no male no 5 15 7 58 no male no 8 12 64 1 no female no 6 05 12 60 3 no female no 4 45 8 55 1 no female no 5 35 8 55 2 no male no 8 825 14 71 9 no male no 8 925 11 65 6 yes male yes 12 375 17 71 1 no male no 9 475 13 69 6 no male no 8 35 13 67 9 no female no 9 15 15 65 8 no female no 2 25 5 53 no female no 8 025 10 61 4 no female no 8 7 15 63 7 no female no 7 825 11 62 8 no male no 1 45 3 45 3 no female no 3 925 6 56 4 no female no 2 825 7 51 9 no female yes 8 975 12 65 9 no female yes 6 275 14 61 1 no male

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4. The file named hwk3q4.csv contains data of lung capacity for 725 individuals. The variables in this file are: LungCap = lung capacity (closing capacity)

4. The file named "hwk3q4.csv" contains data of lung capacity for 725 individuals. The variables in this file are: LungCap = lung capacity (closing capacity) of the person Age = age of the person Height = height of the person 3 Smoke = whether the person smokes or not (yes or no) Gender = male or female Cesarean = whether the person is born by Cesarean (yes or no) Consider a linear regression of LungCapAge Smoke Age:Smoke. (a) Write down the two estimated regression lines for smokers and non-smokers respectively. (b) Interpret the estimated slope coefficient of Age. (c) Interpret the estimated slope coefficient of Age:Smoke. (d) Judging from their p-values, are the main effect Smoke and the interaction effect Age:Smoke significant individually at 5% level? (e) Despite the above result, perform a suitable hypothesis test to access whether the overall effect of smoking is influential at 5% level of significance

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4. The file named hwk3q4.csv contains data of lung capacity for 725 individuals. The variables in this file are: LungCap = lung capacity (closing capacity)

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LungCap	Age	Height	Smoke	Gender	Caesarean
6.475	6	62.1	no	male	no
10.125	18	74.7	yes	female	no
9.55	16	69.7	no	female	yes
11.125	14	71	no	male	no
4.8	5	56.9	no	male	no
6.225	11	58.7	no	female	no
4.95	8	63.3	no	male	yes
7.325	11	70.4	no	male	no
8.875	15	70.5	no	male	no
6.8	11	59.2	no	male	no
11.5	19	76.4	no	male	yes
10.925	17	71.7	no	male	no
6.525	12	57.5	no	male	no
6	10	61.1	no	female	no
7.825	10	61.2	no	male	no
9.525	13	63.5	no	male	yes
7.875	15	59.2	no	male	no
5.05	8	56.1	no	male	no
7.025	11	61.2	yes	female	no
9.525	14	70.6	no	female	no
3.975	6	57.3	no	male	no
5.325	8	59.7	no	female	no
10.025	16	72.4	no	male	no
8.725	11	68	no	male	yes
9.375	11	65.7	no	female	no
8.35	12	61.3	no	male	yes
6.75	12	60.7	no	female	no
9.025	9	65.6	no	male	no
1.125	4	48.7	no	female	no
10.475	18	72	yes	female	no
4.65	4	53.7	no	female	no
7.725	13	64.7	no	male	no
10.6	13	69.3	no	male	no
11.025	13	65.6	no	male	yes
8.65	12	67.8	no	male	no
8.825	10	65.5	no	male	no
4.2	6	52.7	no	male	no
8.775	9	63.6	no	male	no
6.325	11	64.6	no	female	no
11.325	17	77.7	no	male	no
8.225	14	65.4	no	female	no
10.725	17	72.5	no	female	yes
5.875	8	58.9	no	female	no
7.275	12	67.7	no	male	no
1.575	6	49.3	no	male	no
6.7	11	62.6	no	female	no
7.65	11	61.7	no	male	yes
8	12	64.7	no	female	no
12.95	17	74.9	no	male	no
7.35	7	61.6	no	male	no
9.625	15	66.4	no	male	no
12.425	15	74.1	no	male	no
7.4	11	65.3	no	male	no
4.875	10	61.4	no	male	no
12.225	18	79.6	no	male	no
4.25	6	52.9	no	male	no
8.2	13	65.6	no	male	no
11.4	19	79.1	no	male	no
4.625	9	56.8	no	female	no
7.825	12	65.4	no	male	yes
6.7	12	57.9	no	female	no
9.2	14	68.2	no	male	no
6.95	9	61.4	no	female	no
6.85	13	58.7	no	female	no
8.45	13	65.1	no	male	no
7.35	13	67.5	yes	female	no
5.375	11	59.3	yes	female	no
7.375	11	63	no	female	no
8.6	11	64.4	no	female	no
7.9	12	68	no	male	no
8.5	14	61.4	no	female	yes
9.7	11	72.4	no	male	no
5.125	11	51.5	no	female	yes
7.825	13	71	no	female	no
6.25	13	61.8	no	female	no
4.975	12	62.6	yes	female	yes
7.5	14	66.6	no	male	no
5.875	9	59	no	female	no
10.05	17	70.4	no	female	no
10.8	11	69.8	no	male	no
7.35	12	63	no	female	no
11.9	16	69.3	no	male	no
12.05	17	72.2	no	male	no
11.575	19	78.2	no	female	no
6.2	14	61.1	no	female	no
6.125	12	63.3	no	female	yes
13.875	19	78.4	no	male	yes
7.75	11	63.5	no	female	no
7.475	15	63	yes	female	no
11.575	19	75.5	no	male	no
6.95	9	63.9	no	male	yes
9.2	14	69.4	no	male	no
9.75	13	72.8	yes	male	no
9.65	14	65.2	no	female	no
11.75	19	78	yes	female	yes
10.825	18	75.7	no	female	no
7.55	16	71.1	yes	male	no
6.95	7	64.7	no	male	no
10.675	16	74.9	no	male	no
6.1	10	57	no	male	no
8.025	13	66.2	yes	male	no
9.225	14	66.9	no	male	no
3.45	13	58.5	no	female	yes
10.725	16	75.6	no	female	no
7.95	16	67.3	no	female	no
3.425	5	51.7	no	female	no
10.875	16	75.5	no	male	no
8.625	12	64.8	no	male	no
6.45	7	63.2	no	male	no
3.1	7	52.1	no	male	no
10.425	15	70.6	no	male	no
12.15	18	76.3	no	female	no
1.85	8	49.8	no	female	no
5.875	3	55.9	no	male	no
9.125	15	73.4	no	male	no
8.975	15	67.5	no	female	yes
3.75	7	50.3	no	female	no
10.275	18	71	no	male	no
6.675	8	54.9	no	female	no
11.775	17	76.9	yes	male	no
8.55	16	67.9	no	male	no
6.45	12	61	yes	male	yes
13.2	17	78.6	no	male	yes
11.55	16	75.7	no	male	no
12.95	19	79.6	no	male	yes
7.825	12	67.5	no	female	yes
10.55	17	71.8	no	male	yes
11.7	19	76.2	no	female	yes
3.65	12	56.6	no	male	yes
6.65	12	60	yes	female	yes
10.425	15	67.2	no	male	no
12.925	17	75.7	no	female	no
7.45	13	61.1	no	male	no
8.6	12	60.1	no	female	no
10.65	16	74.4	no	male	no
4.725	13	65.5	no	female	no
7.55	15	69.3	no	female	no
10.175	15	71.4	no	female	no
6.45	14	61.4	no	male	no
9.475	13	67.4	no	male	no
4.975	6	58.4	no	male	no
9.9	18	70.9	no	female	no
10.2	18	68.6	no	female	no
12.4	18	81.8	no	male	no
6.85	9	65.7	no	female	yes
11.825	17	73.9	no	female	no
8.625	14	66.8	no	female	yes
11.35	14	70.5	no	male	no
8.225	14	64	no	female	no
0.507	3	51.6	no	female	yes
5.075	11	61.2	no	male	no
6.45	8	62.7	no	male	no
6.725	9	56.1	no	male	no
4.525	8	55.5	no	female	no
9.275	16	67.2	no	female	no
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6.625	11	62.4	no	male	yes
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4.775	8	55.7	no	female	no
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3.025	6	47.4	no	female	no
6.125	10	64.7	no	male	no
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5.475	3	52.9	no	male	no
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12.2	19	72.2	no	female	no
6.725	11	59.4	no	female	no
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6.85	13	63.3	no	male	yes
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10.525	18	71.9	no	female	no
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3.9	10	58	yes	female	no
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6.775	13	63.9	no	male	no
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6	10	59.4	no	female	no
10.05	13	67.4	no	male	no
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7.7	10	62.1	no	male	no
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5.85	12	62.6	no	male	no
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8.775	15	64.7	yes	female	no
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11.075	16	68.8	no	male	no
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5.15	11	59.3	no	male	no
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3.4	4	55.6	no	male	no
6.525	13	61.4	no	female	no
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5.325	12	60.7	no	male	no
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1.9	8	48.1	no	male	yes
3.225	4	52.8	no	female	no
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8.675	13	68.8	yes	female	no
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8.125	10	66.8	no	male	no
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7.45	13	63.6	no	female	no
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5.95	8	59.4	no	male	no
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8.55	12	68.5	no	male	no
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11.3	15	73.7	no	male	no
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8.3	15	68.2	no	female	no
7.7	13	67.7	no	female	no
6.15	5	55.1	no	male	no
6.3	11	59	no	female	no
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4.35	10	58.5	no	female	no
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1.925	5	48	no	male	no
6.825	14	62.6	no	female	no
6.575	10	63.2	yes	male	yes
7.975	13	67	no	male	no
7.7	8	63	no	male	yes
8.6	17	68.1	no	female	no
9.975	13	64.1	no	male	no
7.125	10	60.2	no	male	no
9.6	10	67.5	no	male	no
10.7	16	70.2	no	male	no
3.175	5	52	no	male	no
9.1	15	67.4	no	male	no
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7	12	66.1	no	male	no
10.4	19	74	no	male	no
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11.025	15	73.5	yes	male	yes
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8.075	17	69.8	yes	female	no
9.675	14	67.4	no	male	no
6.95	9	63.4	no	male	no
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5.675	16	63.4	no	female	yes
10.375	16	72.9	no	female	no
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6.3	7	55.6	no	male	no
11.6	18	70	no	female	no
2.375	4	51.7	no	female	yes
10.1	19	68.6	no	female	no
6.075	11	65.8	no	female	no
6.725	15	63.3	no	male	yes
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12.9	15	75.2	no	male	no
2.875	5	47.7	no	female	no
5.375	6	53.8	no	male	no
14.675	19	76.5	no	male	no
9	14	66.6	no	female	no
8.35	14	64.2	no	male	yes
2.725	7	50.7	no	female	yes
8.125	15	65.6	no	female	no
7.9	13	64.1	no	male	no
6.1	9	56.6	no	male	yes
8	13	65.9	no	male	yes
10.6	18	71.5	no	female	no
2.925	5	54.5	no	female	no
8.6	14	75.7	no	male	yes
4.475	7	53.2	no	female	no
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13.375	17	75.4	no	male	no
10.3	14	70.3	no	male	no
12.05	13	77.2	no	female	yes
9.025	11	72.1	no	female	yes
6.7	12	63.9	yes	female	no
11.5	18	76.3	yes	female	no
1.675	3	51.9	no	male	no
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9.325	9	66.5	no	male	no
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6.475	14	57.1	no	female	no
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8.35	11	68.1	no	male	no
5.225	6	54.7	no	female	no
9	12	65.5	no	male	yes
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7.05	12	61.6	no	male	yes
4.075	3	53.6	no	male	yes
8.5	12	65.4	no	female	no
5.775	7	59.4	no	female	no
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6.075	8	61.3	no	male	yes
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7.925	15	67.2	no	female	no
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11.95	12	71.6	no	male	no
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6.85	10	60.6	no	male	no
6.925	6	62.1	no	male	no
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11.175	14	73.8	no	male	no
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10.3	17	71.9	yes	female	no
1.775	7	51.2	no	female	no
9.025	12	65.7	no	female	no
8.025	13	69	no	female	no
8.575	15	65.4	no	female	no
8.85	15	68.8	no	male	no
2.725	6	56.5	no	female	yes
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6.575	12	60.4	no	female	yes
7.9	9	62.4	no	female	yes
8.275	17	73.6	yes	female	no
10.2	19	71.4	no	male	yes
4.55	10	57.4	no	female	yes
8	12	64.5	yes	male	no
7.225	14	63.5	no	male	no
8.7	12	67.8	no	female	no
10.7	18	72.5	no	female	yes
1.325	5	48.9	no	female	no
13.375	19	75.6	no	male	yes
11.9	17	75.8	no	male	yes
8.625	13	67.8	yes	female	no
6.9	9	60.6	no	female	no
2.25	7	53.2	no	male	no
10.025	16	67.6	no	female	no
13.05	16	73	no	male	no
12.325	17	78.4	no	male	yes
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9.1	18	68.3	no	male	yes
8.225	7	65.7	no	male	no
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6.05	12	60.3	no	female	no
4.45	8	55.1	no	female	no
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8.825	14	71.9	no	male	no
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8.025	10	61.4	no	female	no
8.7	15	63.7	no	female	no
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1.45	3	45.3	no	female	no
3.925	6	56.4	no	female	no
2.825	7	51.9	no	female	yes
8.975	12	65.9	no	female	yes
6.275	14	61.1	no	male