Question

Using the energy efficiency data perform the following:

Linear Regression
ANOVA
Test for normality or QQ plot

Data:
X1    X2    X3    X4    X5 X6 X7 X8 Y1 Y2
0.98 514.5 294 110.25 7 2 0 0 15.55 21.33
0.98 514.5 294 110.25 7 3 0 0 15.55 21.33
0.98 514.5 294 110.25 7 4 0 0 15.55 21.33
0.98 514.5 294 110.25 7 5 0 0 15.55 21.33
0.9 563.5 318.5 122.5 7 2 0 0 20.84 28.28
0.9 563.5 318.5 122.5 7 3 0 0 21.46 25.38
0.9 563.5 318.5 122.5 7 4 0 0 20.71 25.16
0.9 563.5 318.5 122.5 7 5 0 0 19.68 29.6
0.86 588 294 147 7 2 0 0 19.5 27.3
0.86 588 294 147 7 3 0 0 19.95 21.97
0.86 588 294 147 7 4 0 0 19.34 23.49
0.86 588 294 147 7 5 0 0 18.31 27.87
0.82 612.5 318.5 147 7 2 0 0 17.05 23.77
0.82 612.5 318.5 147 7 3 0 0 17.41 21.46
0.82 612.5 318.5 147 7 4 0 0 16.95 21.16
0.82 612.5 318.5 147 7 5 0 0 15.98 24.93
0.79 637 343 147 7 2 0 0 28.52 37.73
0.79 637 343 147 7 3 0 0 29.9 31.27
0.79 637 343 147 7 4 0 0 29.63 30.93
0.79 637 343 147 7 5 0 0 28.75 39.44
0.76 661.5 416.5 122.5 7 2 0 0 24.77 29.79
0.76 661.5 416.5 122.5 7 3 0 0 23.93 29.68
0.76 661.5 416.5 122.5 7 4 0 0 24.77 29.79
0.76 661.5 416.5 122.5 7 5 0 0 23.93 29.4
0.74 686 245 220.5 3.5 2 0 0 6.07 10.9
0.74 686 245 220.5 3.5 3 0 0 6.05 11.19
0.74 686 245 220.5 3.5 4 0 0 6.01 10.94
0.74 686 245 220.5 3.5 5 0 0 6.04 11.17
0.71 710.5 269.5 220.5 3.5 2 0 0 6.37 11.27
0.71 710.5 269.5 220.5 3.5 3 0 0 6.4 11.72
0.71 710.5 269.5 220.5 3.5 4 0 0 6.37 11.29
0.71 710.5 269.5 220.5 3.5 5 0 0 6.4 11.67
0.69 735 294 220.5 3.5 2 0 0 6.85 11.74
0.69 735 294 220.5 3.5 3 0 0 6.79 12.05
0.69 735 294 220.5 3.5 4 0 0 6.77 11.73
0.69 735 294 220.5 3.5 5 0 0 6.81 11.93
0.66 759.5 318.5 220.5 3.5 2 0 0 7.18 12.4
0.66 759.5 318.5 220.5 3.5 3 0 0 7.1 12.23
0.66 759.5 318.5 220.5 3.5 4 0 0 7.1 12.4
0.66 759.5 318.5 220.5 3.5 5 0 0 7.1 12.14
0.64 784 343 220.5 3.5 2 0 0 10.85 16.78
0.64 784 343 220.5 3.5 3 0 0 10.54 16.8
0.64 784 343 220.5 3.5 4 0 0 10.77 16.75
0.64 784 343 220.5 3.5 5 0 0 10.56 16.67
0.62 808.5 367.5 220.5 3.5 2 0 0 8.6 12.07
0.62 808.5 367.5 220.5 3.5 3 0 0 8.49 12.22
0.62 808.5 367.5 220.5 3.5 4 0 0 8.45 12.08
0.62 808.5 367.5 220.5 3.5 5 0 0 8.5 12.04
0.98 514.5 294 110.25 7 2 0.1 1 24.58 26.47
0.98 514.5 294 110.25 7 3 0.1 1 24.63 26.37
0.98 514.5 294 110.25 7 4 0.1 1 24.63 26.44
0.98 514.5 294 110.25 7 5 0.1 1 24.59 26.29
0.9 563.5 318.5 122.5 7 2 0.1 1 29.03 32.92
0.9 563.5 318.5 122.5 7 3 0.1 1 29.87 29.87
0.9 563.5 318.5 122.5 7 4 0.1 1 29.14 29.58
0.9 563.5 318.5 122.5 7 5 0.1 1 28.09 34.33
0.86 588 294 147 7 2 0.1 1 26.28 30.89
0.86 588 294 147 7 3 0.1 1 26.91 25.6
0.86 588 294 147 7 4 0.1 1 26.37 27.03
0.86 588 294 147 7 5 0.1 1 25.27 31.73
0.82 612.5 318.5 147 7 2 0.1 1 23.53 27.31
0.82 612.5 318.5 147 7 3 0.1 1 24.03 24.91
0.82 612.5 318.5 147 7 4 0.1 1 23.54 24.61
0.82 612.5 318.5 147 7 5 0.1 1 22.58 28.51
0.79 637 343 147 7 2 0.1 1 35.56 41.68
0.79 637 343 147 7 3 0.1 1 37.12 35.28
0.79 637 343 147 7 4 0.1 1 36.9 34.43
0.79 637 343 147 7 5 0.1 1 35.94 43.33
0.76 661.5 416.5 122.5 7 2 0.1 1 32.96 33.87
0.76 661.5 416.5 122.5 7 3 0.1 1 32.12 34.07
0.76 661.5 416.5 122.5 7 4 0.1 1 32.94 34.14
0.76 661.5 416.5 122.5 7 5 0.1 1 32.21 33.67
0.74 686 245 220.5 3.5 2 0.1 1 10.36 13.43
0.74 686 245 220.5 3.5 3 0.1 1 10.43 13.71
0.74 686 245 220.5 3.5 4 0.1 1 10.36 13.48
0.74 686 245 220.5 3.5 5 0.1 1 10.39 13.7
0.71 710.5 269.5 220.5 3.5 2 0.1 1 10.71 13.8
0.71 710.5 269.5 220.5 3.5 3 0.1 1 10.8 14.28
0.71 710.5 269.5 220.5 3.5 4 0.1 1 10.7 13.87
0.71 710.5 269.5 220.5 3.5 5 0.1 1 10.75 14.27
0.69 735 294 220.5 3.5 2 0.1 1 11.11 14.28
0.69 735 294 220.5 3.5 3 0.1 1 11.13 14.61
0.69 735 294 220.5 3.5 4 0.1 1 11.09 14.3
0.69 735 294 220.5 3.5 5 0.1 1 11.16 14.45
0.66 759.5 318.5 220.5 3.5 2 0.1 1 11.68 13.9
0.66 759.5 318.5 220.5 3.5 3 0.1 1 11.69 13.72
0.66 759.5 318.5 220.5 3.5 4 0.1 1 11.7 13.88
0.66 759.5 318.5 220.5 3.5 5 0.1 1 11.69 13.65
0.64 784 343 220.5 3.5 2 0.1 1 15.41 19.37
0.64 784 343 220.5 3.5 3 0.1 1 15.2 19.43
0.64 784 343 220.5 3.5 4 0.1 1 15.42 19.34
0.64 784 343 220.5 3.5 5 0.1 1 15.21 19.32
0.62 808.5 367.5 220.5 3.5 2 0.1 1 12.96 14.34
0.62 808.5 367.5 220.5 3.5 3 0.1 1 12.97 14.5
0.62 808.5 367.5 220.5 3.5 4 0.1 1 12.93 14.33
0.62 808.5 367.5 220.5 3.5 5 0.1 1 13.02 14.27
0.98 514.5 294 110.25 7 2 0.1 2 24.29 25.95
0.98 514.5 294 110.25 7 3 0.1 2 24.31 25.63
0.98 514.5 294 110.25 7 4 0.1 2 24.13 26.13
0.98 514.5 294 110.25 7 5 0.1 2 24.25 25.89
0.9 563.5 318.5 122.5 7 2 0.1 2 28.88 32.54
0.9 563.5 318.5 122.5 7 3 0.1 2 29.68 29.44
0.9 563.5 318.5 122.5 7 4 0.1 2 28.83 29.36
0.9 563.5 318.5 122.5 7 5 0.1 2 27.9 34.2
0.86 588 294 147 7 2 0.1 2 26.48 30.91
0.86 588 294 147 7 3 0.1 2 27.02 25.63
0.86 588 294 147 7 4 0.1 2 26.33 27.36
0.86 588 294 147 7 5 0.1 2 25.36 31.9
0.82 612.5 318.5 147 7 2 0.1 2 23.75 27.38
0.82 612.5 318.5 147 7 3 0.1 2 24.23 25.02
0.82 612.5 318.5 147 7 4 0.1 2 23.67 24.8
0.82 612.5 318.5 147 7 5 0.1 2 22.79 28.79
0.79 637 343 147 7 2 0.1 2 35.65 41.07
0.79 637 343 147 7 3 0.1 2 37.26 34.62
0.79 637 343 147 7 4 0.1 2 36.97 33.87
0.79 637 343 147 7 5 0.1 2 36.03 42.86
0.76 661.5 416.5 122.5 7 2 0.1 2 33.16 33.91
0.76 661.5 416.5 122.5 7 3 0.1 2 32.4 34.07
0.76 661.5 416.5 122.5 7 4 0.1 2 33.12 34.17
0.76 661.5 416.5 122.5 7 5 0.1 2 32.41 33.78
0.74 686 245 220.5 3.5 2 0.1 2 10.42 13.39
0.74 686 245 220.5 3.5 3 0.1 2 10.46 13.72
0.74 686 245 220.5 3.5 4 0.1 2 10.32 13.57
0.74 686 245 220.5 3.5 5 0.1 2 10.45 13.79
0.71 710.5 269.5 220.5 3.5 2 0.1 2 10.64 13.67
0.71 710.5 269.5 220.5 3.5 3 0.1 2 10.72 14.11
0.71 710.5 269.5 220.5 3.5 4 0.1 2 10.55 13.8
0.71 710.5 269.5 220.5 3.5 5 0.1 2 10.68 14.21
0.69 735 294 220.5 3.5 2 0.1 2 11.45 13.2
0.69 735 294 220.5 3.5 3 0.1 2 11.46 13.54
0.69 735 294 220.5 3.5 4 0.1 2 11.32 13.32
0.69 735 294 220.5 3.5 5 0.1 2 11.49 13.51
0.66 759.5 318.5 220.5 3.5 2 0.1 2 11.45 14.86
0.66 759.5 318.5 220.5 3.5 3 0.1 2 11.42 14.75
0.66 759.5 318.5 220.5 3.5 4 0.1 2 11.33 15
0.66 759.5 318.5 220.5 3.5 5 0.1 2 11.43 14.74
0.64 784 343 220.5 3.5 2 0.1 2 15.41 19.23
0.64 784 343 220.5 3.5 3 0.1 2 15.18 19.34
0.64 784 343 220.5 3.5 4 0.1 2 15.34 19.32
0.64 784 343 220.5 3.5 5 0.1 2 15.19 19.3
0.62 808.5 367.5 220.5 3.5 2 0.1 2 12.88 14.37
0.62 808.5 367.5 220.5 3.5 3 0.1 2 13 14.57
0.62 808.5 367.5 220.5 3.5 4 0.1 2 12.97 14.27
0.62 808.5 367.5 220.5 3.5 5 0.1 2 13.04 14.24
0.98 514.5 294 110.25 7 2 0.1 3 24.28 25.68
0.98 514.5 294 110.25 7 3 0.1 3 24.4 26.02
0.98 514.5 294 110.25 7 4 0.1 3 24.11 25.84
0.98 514.5 294 110.25 7 5 0.1 3 24.35 26.14
0.9 563.5 318.5 122.5 7 2 0.1 3 28.07 34.14
0.9 563.5 318.5 122.5 7 3 0.1 3 29.01 32.85
0.9 563.5 318.5 122.5 7 4 0.1 3 29.62 30.08
0.9 563.5 318.5 122.5 7 5 0.1 3 29.05 29.67
0.86 588 294 147 7 2 0.1 3 25.41 31.73
0.86 588 294 147 7 3 0.1 3 26.47 31.01
0.86 588 294 147 7 4 0.1 3 26.89 25.9
0.86 588 294 147 7 5 0.1 3 26.46 27.4
0.82 612.5 318.5 147 7 2 0.1 3 22.93 28.68
0.82 612.5 318.5 147 7 3 0.1 3 23.84 27.54
0.82 612.5 318.5 147 7 4 0.1 3 24.17 25.35
0.82 612.5 318.5 147 7 5 0.1 3 23.87 24.93
0.79 637 343 147 7 2 0.1 3 35.78 43.12
0.79 637 343 147 7 3 0.1 3 35.48 41.22
0.79 637 343 147 7 4 0.1 3 36.97 35.1
0.79 637 343 147 7 5 0.1 3 36.7 34.29
0.76 661.5 416.5 122.5 7 2 0.1 3 32.52 33.85
0.76 661.5 416.5 122.5 7 3 0.1 3 33.28 34.11
0.76 661.5 416.5 122.5 7 4 0.1 3 32.33 34.48
0.76 661.5 416.5 122.5 7 5 0.1 3 33.24 34.5
0.74 686 245 220.5 3.5 2 0.1 3 10.39 13.6
0.74 686 245 220.5 3.5 3 0.1 3 10.34 13.36
0.74 686 245 220.5 3.5 4 0.1 3 10.35 13.65
0.74 686 245 220.5 3.5 5 0.1 3 10.38 13.49
0.71 710.5 269.5 220.5 3.5 2 0.1 3 10.77 14.14
0.71 710.5 269.5 220.5 3.5 3 0.1 3 10.68 13.77
0.71 710.5 269.5 220.5 3.5 4 0.1 3 10.68 14.3
0.71 710.5 269.5 220.5 3.5 5 0.1 3 10.7 13.87
0.69 735 294 220.5 3.5 2 0.1 3 11.22 14.44
0.69 735 294 220.5 3.5 3 0.1 3 11.16 14.27
0.69 735 294 220.5 3.5 4 0.1 3 11.1 14.67
0.69 735 294 220.5 3.5 5 0.1 3 11.14 14.4
0.66 759.5 318.5 220.5 3.5 2 0.1 3 11.59 13.46
0.66 759.5 318.5 220.5 3.5 3 0.1 3 11.6 13.7
0.66 759.5 318.5 220.5 3.5 4 0.1 3 11.53 13.59
0.66 759.5 318.5 220.5 3.5 5 0.1 3 11.61 13.83
0.64 784 343 220.5 3.5 2 0.1 3 15.16 19.14
0.64 784 343 220.5 3.5 3 0.1 3 15.36 19.18
0.64 784 343 220.5 3.5 4 0.1 3 15.12 19.37
0.64 784 343 220.5 3.5 5 0.1 3 15.36 19.29
0.62 808.5 367.5 220.5 3.5 2 0.1 3 12.68 14.09
0.62 808.5 367.5 220.5 3.5 3 0.1 3 12.63 14.23
0.62 808.5 367.5 220.5 3.5 4 0.1 3 12.71 14.14
0.62 808.5 367.5 220.5 3.5 5 0.1 3 12.73 13.89
0.98 514.5 294 110.25 7 2 0.1 4 24.38 25.91
0.98 514.5 294 110.25 7 3 0.1 4 24.23 25.72
0.98 514.5 294 110.25 7 4 0.1 4 24.04 26.18
0.98 514.5 294 110.25 7 5 0.1 4 24.32 25.87
0.9 563.5 318.5 122.5 7 2 0.1 4 29.06 29.34
0.9 563.5 318.5 122.5 7 3 0.1 4 28.05 33.91
0.9 563.5 318.5 122.5 7 4 0.1 4 28.86 32.83
0.9 563.5 318.5 122.5 7 5 0.1 4 29.79 29.92
0.86 588 294 147 7 2 0.1 4 26.44 27.17
0.86 588 294 147 7 3 0.1 4 25.37 31.76
0.86 588 294 147 7 4 0.1 4 26.33 31.06
0.86 588 294 147 7 5 0.1 4 27.03 25.81
0.82 612.5 318.5 147 7 2 0.1 4 23.8 24.61
0.82 612.5 318.5 147 7 3 0.1 4 22.8 28.61
0.82 612.5 318.5 147 7 4 0.1 4 23.59 27.57
0.82 612.5 318.5 147 7 5 0.1 4 24.24 25.16
0.79 637 343 147 7 2 0.1 4 36.86 34.25
0.79 637 343 147 7 3 0.1 4 35.89 43.3
0.79 637 343 147 7 4 0.1 4 35.45 41.86
0.79 637 343 147 7 5 0.1 4 37.1 35.29
0.76 661.5 416.5 122.5 7 2 0.1 4 33.08 34.11
0.76 661.5 416.5 122.5 7 3 0.1 4 32.38 33.62
0.76 661.5 416.5 122.5 7 4 0.1 4 33.09 33.89
0.76 661.5 416.5 122.5 7 5 0.1 4 32.31 34.05
0.74 686 245 220.5 3.5 2 0.1 4 10.08 13.2
0.74 686 245 220.5 3.5 3 0.1 4 10.15 13.36
0.74 686 245 220.5 3.5 4 0.1 4 10.07 13.21
0.74 686 245 220.5 3.5 5 0.1 4 10.14 13.53
0.71 710.5 269.5 220.5 3.5 2 0.1 4 10.66 13.67
0.71 710.5 269.5 220.5 3.5 3 0.1 4 10.68 14.12
0.71 710.5 269.5 220.5 3.5 4 0.1 4 10.53 13.79
0.71 710.5 269.5 220.5 3.5 5 0.1 4 10.72 14.2
0.69 735 294 220.5 3.5 2 0.1 4 11.18 14.29
0.69 735 294 220.5 3.5 3 0.1 4 11.22 14.49
0.69 735 294 220.5 3.5 4 0.1 4 11.07 14.42
0.69 735 294 220.5 3.5 5 0.1 4 11.2 14.73
0.66 759.5 318.5 220.5 3.5 2 0.1 4 11.44 14.86
0.66 759.5 318.5 220.5 3.5 3 0.1 4 11.42 14.67
0.66 759.5 318.5 220.5 3.5 4 0.1 4 11.33 15
0.66 759.5 318.5 220.5 3.5 5 0.1 4 11.43 14.83
0.64 784 343 220.5 3.5 2 0.1 4 15.4 19.24
0.64 784 343 220.5 3.5 3 0.1 4 15.19 19.25
0.64 784 343 220.5 3.5 4 0.1 4 15.32 19.42
0.64 784 343 220.5 3.5 5 0.1 4 15.16 19.48
0.62 808.5 367.5 220.5 3.5 2 0.1 4 12.85 14.37
0.62 808.5 367.5 220.5 3.5 3 0.1 4 13.04 14.34
0.62 808.5 367.5 220.5 3.5 4 0.1 4 13 14.28
0.62 808.5 367.5 220.5 3.5 5 0.1 4 13 14.47
0.98 514.5 294 110.25 7 2 0.1 5 24.35 25.64
0.98 514.5 294 110.25 7 3 0.1 5 24.33 25.98
0.98 514.5 294 110.25 7 4 0.1 5 24.03 25.88
0.98 514.5 294 110.25 7 5 0.1 5 24.26 26.18
0.9 563.5 318.5 122.5 7 2 0.1 5 29.83 29.82
0.9 563.5 318.5 122.5 7 3 0.1 5 29.08 29.52
0.9 563.5 318.5 122.5 7 4 0.1 5 28.03 34.45
0.9 563.5 318.5 122.5 7 5 0.1 5 29.02 33.01
0.86 588 294 147 7 2 0.1 5 27.03 25.82
0.86 588 294 147 7 3 0.1 5 26.45 27.33
0.86 588 294 147 7 4 0.1 5 25.36 32.04
0.86 588 294 147 7 5 0.1 5 26.45 31.28
0.82 612.5 318.5 147 7 2 0.1 5 24.37 25.11
0.82 612.5 318.5 147 7 3 0.1 5 23.89 24.77
0.82 612.5 318.5 147 7 4 0.1 5 22.89 28.88
0.82 612.5 318.5 147 7 5 0.1 5 23.86 27.69
0.79 637 343 147 7 2 0.1 5 37.03 34.99
0.79 637 343 147 7 3 0.1 5 36.71 34.18
0.79 637 343 147 7 4 0.1 5 36.77 43.14
0.79 637 343 147 7 5 0.1 5 35.48 41.26
0.76 661.5 416.5 122.5 7 2 0.1 5 32.31 34.25
0.76 661.5 416.5 122.5 7 3 0.1 5 33.21 34.35
0.76 661.5 416.5 122.5 7 4 0.1 5 32.46 33.64
0.76 661.5 416.5 122.5 7 5 0.1 5 33.27 33.88
0.74 686 245 220.5 3.5 2 0.1 5 10.47 13.65
0.74 686 245 220.5 3.5 3 0.1 5 10.37 13.44
0.74 686 245 220.5 3.5 4 0.1 5 10.34 13.72
0.74 686 245 220.5 3.5 5 0.1 5 10.39 13.5
0.71 710.5 269.5 220.5 3.5 2 0.1 5 10.78 14.18
0.71 710.5 269.5 220.5 3.5 3 0.1 5 10.7 13.75
0.71 710.5 269.5 220.5 3.5 4 0.1 5 10.67 14.26
0.71 710.5 269.5 220.5 3.5 5 0.1 5 13.69 13.89
0.69 735 294 220.5 3.5 2 0.1 5 11.21 14.55
0.69 735 294 220.5 3.5 3 0.1 5 11.14 14.28
0.69 735 294 220.5 3.5 4 0.1 5 11.11 14.46
0.69 735 294 220.5 3.5 5 0.1 5 11.16 14.39
0.66 759.5 318.5 220.5 3.5 2 0.1 5 11.38 14.54
0.66 759.5 318.5 220.5 3.5 3 0.1 5 11.34 14.81
0.66 759.5 318.5 220.5 3.5 4 0.1 5 11.22 14.65
0.66 759.5 318.5 220.5 3.5 5 0.1 5 11.34 14.87
0.64 784 343 220.5 3.5 2 0.1 5 15.16 19.24
0.64 784 343 220.5 3.5 3 0.1 5 15.37 19.18
0.64 784 343 220.5 3.5 4 0.1 5 15.12 19.26
0.64 784 343 220.5 3.5 5 0.1 5 15.36 19.29
0.62 808.5 367.5 220.5 3.5 2 0.1 5 12.59 14.24
0.62 808.5 367.5 220.5 3.5 3 0.1 5 12.74 13.97
0.62 808.5 367.5 220.5 3.5 4 0.1 5 12.8 13.99
0.62 808.5 367.5 220.5 3.5 5 0.1 5 12.62 14.15
0.98 514.5 294 110.25 7 2 0.25 1 28.15 29.79
0.98 514.5 294 110.25 7 3 0.25 1 28.15 29.79
0.98 514.5 294 110.25 7 4 0.25 1 28.37 29.28
0.98 514.5 294 110.25 7 5 0.25 1 28.41 29.49
0.9 563.5 318.5 122.5 7 2 0.25 1 32.68 36.12
0.9 563.5 318.5 122.5 7 3 0.25 1 33.48 33.17
0.9 563.5 318.5 122.5 7 4 0.25 1 32.84 32.71
0.9 563.5 318.5 122.5 7 5 0.25 1 32 37.58
0.86 588 294 147 7 2 0.25 1 29.54 33.98
0.86 588 294 147 7 3 0.25 1 30.05 28.61
0.86 588 294 147 7 4 0.25 1 29.6 30.12
0.86 588 294 147 7 5 0.25 1 28.66 34.73
0.82 612.5 318.5 147 7 2 0.25 1 26.84 30.17
0.82 612.5 318.5 147 7 3 0.25 1 27.27 27.84
0.82 612.5 318.5 147 7 4 0.25 1 26.97 27.25
0.82 612.5 318.5 147 7 5 0.25 1 26.19 31.39
0.79 637 343 147 7 2 0.25 1 38.67 43.8
0.79 637 343 147 7 3 0.25 1 40.03 37.81
0.79 637 343 147 7 4 0.25 1 39.86 36.85
0.79 637 343 147 7 5 0.25 1 39.04 45.52
0.76 661.5 416.5 122.5 7 2 0.25 1 36.96 36.85
0.76 661.5 416.5 122.5 7 3 0.25 1 36.13 37.58
0.76 661.5 416.5 122.5 7 4 0.25 1 36.91 37.45
0.76 661.5 416.5 122.5 7 5 0.25 1 36.43 36.62
0.74 686 245 220.5 3.5 2 0.25 1 12.43 15.19
0.74 686 245 220.5 3.5 3 0.25 1 12.5 15.5
0.74 686 245 220.5 3.5 4 0.25 1 12.41 15.28
0.74 686 245 220.5 3.5 5 0.25 1 12.45 15.5
0.71 710.5 269.5 220.5 3.5 2 0.25 1 12.57 15.42
0.71 710.5 269.5 220.5 3.5 3 0.25 1 12.65 15.85
0.71 710.5 269.5 220.5 3.5 4 0.25 1 12.57 15.44
0.71 710.5 269.5 220.5 3.5 5 0.25 1 12.63 15.81
0.69 735 294 220.5 3.5 2 0.25 1 12.78 15.21
0.69 735 294 220.5 3.5 3 0.25 1 12.93 15.63
0.69 735 294 220.5 3.5 4 0.25 1 12.73 15.48
0.69 735 294 220.5 3.5 5 0.25 1 12.72 15.78
0.66 759.5 318.5 220.5 3.5 2 0.25 1 13.17 16.39
0.66 759.5 318.5 220.5 3.5 3 0.25 1 13.18 16.27
0.66 759.5 318.5 220.5 3.5 4 0.25 1 13.17 16.39
0.66 759.5 318.5 220.5 3.5 5 0.25 1 13.18 16.19
0.64 784 343 220.5 3.5 2 0.25 1 17.5 21.13
0.64 784 343 220.5 3.5 3 0.25 1 17.35 21.19
0.64 784 343 220.5 3.5 4 0.25 1 17.52 21.09
0.64 784 343 220.5 3.5 5 0.25 1 17.37 21.08
0.62 808.5 367.5 220.5 3.5 2 0.25 1 15.09 15.77
0.62 808.5 367.5 220.5 3.5 3 0.25 1 15.12 15.95
0.62 808.5 367.5 220.5 3.5 4 0.25 1 15.08 15.77
0.62 808.5 367.5 220.5 3.5 5 0.25 1 15.16 15.76
0.98 514.5 294 110.25 7 2 0.25 2 28.67 29.62
0.98 514.5 294 110.25 7 3 0.25 2 28.57 29.69
0.98 514.5 294 110.25 7 4 0.25 2 28.18 30.18
0.98 514.5 294 110.25 7 5 0.25 2 28.6 30.02
0.9 563.5 318.5 122.5 7 2 0.25 2 32.46 35.56
0.9 563.5 318.5 122.5 7 3 0.25 2 33.27 32.64
0.9 563.5 318.5 122.5 7 4 0.25 2 32.33 32.77
0.9 563.5 318.5 122.5 7 5 0.25 2 31.66 37.72
0.86 588 294 147 7 2 0.25 2 29.34 33.37
0.86 588 294 147 7 3 0.25 2 29.87 27.89
0.86 588 294 147 7 4 0.25 2 29.27 29.9
0.86 588 294 147 7 5 0.25 2 28.4 34.52
0.82 612.5 318.5 147 7 2 0.25 2 25.74 28.27
0.82 612.5 318.5 147 7 3 0.25 2 25.98 26.96
0.82 612.5 318.5 147 7 4 0.25 2 25.38 26.72
0.82 612.5 318.5 147 7 5 0.25 2 24.94 29.88
0.79 637 343 147 7 2 0.25 2 38.57 43.86
0.79 637 343 147 7 3 0.25 2 40.19 37.41
0.79 637 343 147 7 4 0.25 2 39.97 36.77
0.79 637 343 147 7 5 0.25 2 38.98 45.97
0.76 661.5 416.5 122.5 7 2 0.25 2 36.95 36.87
0.76 661.5 416.5 122.5 7 3 0.25 2 36.28 37.35
0.76 661.5 416.5 122.5 7 4 0.25 2 36.86 37.28
0.76 661.5 416.5 122.5 7 5 0.25 2 36.45 36.81
0.74 686 245 220.5 3.5 2 0.25 2 12.35 14.73
0.74 686 245 220.5 3.5 3 0.25 2 12.45 15.1
0.74 686 245 220.5 3.5 4 0.25 2 12.16 15.18
0.74 686 245 220.5 3.5 5 0.25 2 12.3 15.44
0.71 710.5 269.5 220.5 3.5 2 0.25 2 12.33 14.91
0.71 710.5 269.5 220.5 3.5 3 0.25 2 12.29 15.4
0.71 710.5 269.5 220.5 3.5 4 0.25 2 12.2 14.94
0.71 710.5 269.5 220.5 3.5 5 0.25 2 12.49 15.32
0.69 735 294 220.5 3.5 2 0.25 2 12.85 15.52
0.69 735 294 220.5 3.5 3 0.25 2 12.87 15.85
0.69 735 294 220.5 3.5 4 0.25 2 12.73 15.66
0.69 735 294 220.5 3.5 5 0.25 2 12.95 15.99
0.66 759.5 318.5 220.5 3.5 2 0.25 2 13.05 15.89
0.66 759.5 318.5 220.5 3.5 3 0.25 2 12.93 15.85
0.66 759.5 318.5 220.5 3.5 4 0.25 2 12.77 16.22
0.66 759.5 318.5 220.5 3.5 5 0.25 2 13 15.87
0.64 784 343 220.5 3.5 2 0.25 2 17.14 20.47
0.64 784 343 220.5 3.5 3 0.25 2 16.84 20.56
0.64 784 343 220.5 3.5 4 0.25 2 17.02 20.48
0.64 784 343 220.5 3.5 5 0.25 2 17.11 20.43
0.62 808.5 367.5 220.5 3.5 2 0.25 2 14.34 15.32
0.62 808.5 367.5 220.5 3.5 3 0.25 2 14.66 15.64
0.62 808.5 367.5 220.5 3.5 4 0.25 2 14.6 15.14
0.62 808.5 367.5 220.5 3.5 5 0.25 2 14.6 15.3
0.98 514.5 294 110.25 7 2 0.25 3 28.67 29.43
0.98 514.5 294 110.25 7 3 0.25 3 28.56 29.78
0.98 514.5 294 110.25 7 4 0.25 3 28.17 30.1
0.98 514.5 294 110.25 7 5 0.25 3 28.63 30.19
0.9 563.5 318.5 122.5 7 2 0.25 3 31.63 36.35
0.9 563.5 318.5 122.5 7 3 0.25 3 32.4 35.1
0.9 563.5 318.5 122.5 7 4 0.25 3 32.68 32.83
0.9 563.5 318.5 122.5 7 5 0.25 3 32.29 32.46
0.86 588 294 147 7 2 0.25 3 28.4 33.52
0.86 588 294 147 7 3 0.25 3 29.4 32.93
0.86 588 294 147 7 4 0.25 3 29.43 28.38
0.86 588 294 147 7 5 0.25 3 29.07 29.82
0.82 612.5 318.5 147 7 2 0.25 3 24.7 28.77
0.82 612.5 318.5 147 7 3 0.25 3 25.48 27.76
0.82 612.5 318.5 147 7 4 0.25 3 25.37 26.95
0.82 612.5 318.5 147 7 5 0.25 3 25.17 26.41
0.79 637 343 147 7 2 0.25 3 39.04 45.13
0.79 637 343 147 7 3 0.25 3 38.35 43.66
0.79 637 343 147 7 4 0.25 3 39.81 37.76
0.79 637 343 147 7 5 0.25 3 39.83 36.87
0.76 661.5 416.5 122.5 7 2 0.25 3 35.99 36.07
0.76 661.5 416.5 122.5 7 3 0.25 3 36.59 36.44
0.76 661.5 416.5 122.5 7 4 0.25 3 35.64 37.28
0.76 661.5 416.5 122.5 7 5 0.25 3 36.52 37.29
0.74 686 245 220.5 3.5 2 0.25 3 11.8 14.49
0.74 686 245 220.5 3.5 3 0.25 3 12.03 13.79
0.74 686 245 220.5 3.5 4 0.25 3 11.98 14.72
0.74 686 245 220.5 3.5 5 0.25 3 11.69 14.76
0.71 710.5 269.5 220.5 3.5 2 0.25 3 12.41 14.92
0.71 710.5 269.5 220.5 3.5 3 0.25 3 12.28 14.74
0.71 710.5 269.5 220.5 3.5 4 0.25 3 12.1 15.57
0.71 710.5 269.5 220.5 3.5 5 0.25 3 12.19 14.94
0.69 735 294 220.5 3.5 2 0.25 3 12.34 14.92
0.69 735 294 220.5 3.5 3 0.25 3 12.46 14.38
0.69 735 294 220.5 3.5 4 0.25 3 12.31 15.44
0.69 735 294 220.5 3.5 5 0.25 3 12.12 15.17
0.66 759.5 318.5 220.5 3.5 2 0.25 3 12.97 15.53
0.66 759.5 318.5 220.5 3.5 3 0.25 3 13.01 15.8
0.66 759.5 318.5 220.5 3.5 4 0.25 3 12.74 16.14
0.66 759.5 318.5 220.5 3.5 5 0.25 3 12.84 16.26
0.64 784 343 220.5 3.5 2 0.25 3 16.83 19.87
0.64 784 343 220.5 3.5 3 0.25 3 16.93 20.03
0.64 784 343 220.5 3.5 4 0.25 3 16.66 20.46
0.64 784 343 220.5 3.5 5 0.25 3 16.86 20.28
0.62 808.5 367.5 220.5 3.5 2 0.25 3 13.91 14.89
0.62 808.5 367.5 220.5 3.5 3 0.25 3 14.34 14.96
0.62 808.5 367.5 220.5 3.5 4 0.25 3 13.95 14.89
0.62 808.5 367.5 220.5 3.5 5 0.25 3 13.99 14.35
0.98 514.5 294 110.25 7 2 0.25 4 28.7 29.61
0.98 514.5 294 110.25 7 3 0.25 4 28.55 29.59
0.98 514.5 294 110.25 7 4 0.25 4 28.15 30.19
0.98 514.5 294 110.25 7 5 0.25 4 28.62 30.12
0.9 563.5 318.5 122.5 7 2 0.25 4 32.67 32.12
0.9 563.5 318.5 122.5 7 3 0.25 4 31.69 37.12
0.9 563.5 318.5 122.5 7 4 0.25 4 32.07 36.16
0.9 563.5 318.5 122.5 7 5 0.25 4 33.28 33.16
0.86 588 294 147 7 2 0.25 4 29.47 29.45
0.86 588 294 147 7 3 0.25 4 28.42 34.19
0.86 588 294 147 7 4 0.25 4 29.08 33.93
0.86 588 294 147 7 5 0.25 4 29.88 28.31
0.82 612.5 318.5 147 7 2 0.25 4 25.66 26.3
0.82 612.5 318.5 147 7 3 0.25 4 24.96 29.43
0.82 612.5 318.5 147 7 4 0.25 4 25.43 28.76
0.82 612.5 318.5 147 7 5 0.25 4 26 27.34
0.79 637 343 147 7 2 0.25 4 40 36.26
0.79 637 343 147 7 3 0.25 4 38.84 45.48
0.79 637 343 147 7 4 0.25 4 38.33 44.16
0.79 637 343 147 7 5 0.25 4 40.12 37.26
0.76 661.5 416.5 122.5 7 2 0.25 4 36.95 37.2
0.76 661.5 416.5 122.5 7 3 0.25 4 36.45 36.76
0.76 661.5 416.5 122.5 7 4 0.25 4 36.81 37.05
0.76 661.5 416.5 122.5 7 5 0.25 4 36.26 37.51
0.74 686 245 220.5 3.5 2 0.25 4 12.32 14.92
0.74 686 245 220.5 3.5 3 0.25 4 12.3 15.24
0.74 686 245 220.5 3.5 4 0.25 4 12.18 15.03
0.74 686 245 220.5 3.5 5 0.25 4 12.43 15.35
0.71 710.5 269.5 220.5 3.5 2 0.25 4 12.36 14.67
0.71 710.5 269.5 220.5 3.5 3 0.25 4 12.49 15.09
0.71 710.5 269.5 220.5 3.5 4 0.25 4 12.17 15.2
0.71 710.5 269.5 220.5 3.5 5 0.25 4 12.28 15.64
0.69 735 294 220.5 3.5 2 0.25 4 12.91 15.37
0.69 735 294 220.5 3.5 3 0.25 4 12.95 15.73
0.69 735 294 220.5 3.5 4 0.25 4 12.67 15.83
0.69 735 294 220.5 3.5 5 0.25 4 12.86 16.13
0.66 759.5 318.5 220.5 3.5 2 0.25 4 12.95 15.95
0.66 759.5 318.5 220.5 3.5 3 0.25 4 13 15.59
0.66 759.5 318.5 220.5 3.5 4 0.25 4 12.86 16.17
0.66 759.5 318.5 220.5 3.5 5 0.25 4 12.92 16.14
0.64 784 343 220.5 3.5 2 0.25 4 16.99 19.65
0.64 784 343 220.5 3.5 3 0.25 4 16.69 19.76
0.64 784 343 220.5 3.5 4 0.25 4 16.56 20.37
0.64 784 343 220.5 3.5 5 0.25 4 16.62 19.9
0.62 808.5 367.5 220.5 3.5 2 0.25 4 14.33 15.41
0.62 808.5 367.5 220.5 3.5 3 0.25 4 14.61 15.56
0.62 808.5 367.5 220.5 3.5 4 0.25 4 14.61 15.07
0.62 808.5 367.5 220.5 3.5 5 0.25 4 14.65 15.38
0.98 514.5 294 110.25 7 2 0.25 5 28.69 29.53
0.98 514.5 294 110.25 7 3 0.25 5 28.58 29.77
0.98 514.5 294 110.25 7 4 0.25 5 28.15 30
0.98 514.5 294 110.25 7 5 0.25 5 28.61 30.2
0.9 563.5 318.5 122.5 7 2 0.25 5 33.13 32.25
0.9 563.5 318.5 122.5 7 3 0.25 5 32.31 32
0.9 563.5 318.5 122.5 7 4 0.25 5 31.53 37.19
0.9 563.5 318.5 122.5 7 5 0.25 5 32.46 35.62
0.86 588 294 147 7 2 0.25 5 29.71 28.02
0.86 588 294 147 7 3 0.25 5 29.09 29.43
0.86 588 294 147 7 4 0.25 5 28.31 34.15
0.86 588 294 147 7 5 0.25 5 29.39 33.47
0.82 612.5 318.5 147 7 2 0.25 5 25.7 26.53
0.82 612.5 318.5 147 7 3 0.25 5 25.17 26.08
0.82 612.5 318.5 147 7 4 0.25 5 24.6 29.31
0.82 612.5 318.5 147 7 5 0.25 5 25.49 28.14
0.79 637 343 147 7 2 0.25 5 39.89 37.54
0.79 637 343 147 7 3 0.25 5 39.83 36.66
0.79 637 343 147 7 4 0.25 5 39.01 45.28
0.79 637 343 147 7 5 0.25 5 38.65 43.73
0.76 661.5 416.5 122.5 7 2 0.25 5 35.69 36.93
0.76 661.5 416.5 122.5 7 3 0.25 5 36.64 37.01
0.76 661.5 416.5 122.5 7 4 0.25 5 36.06 35.73
0.76 661.5 416.5 122.5 7 5 0.25 5 36.7 36.15
0.74 686 245 220.5 3.5 2 0.25 5 12.12 14.48
0.74 686 245 220.5 3.5 3 0.25 5 11.67 14.58
0.74 686 245 220.5 3.5 4 0.25 5 11.64 14.81
0.74 686 245 220.5 3.5 5 0.25 5 12.02 14.03
0.71 710.5 269.5 220.5 3.5 2 0.25 5 12.27 15.27
0.71 710.5 269.5 220.5 3.5 3 0.25 5 12.19 14.71
0.71 710.5 269.5 220.5 3.5 4 0.25 5 12.25 15.23
0.71 710.5 269.5 220.5 3.5 5 0.25 5 12.27 14.97
0.69 735 294 220.5 3.5 2 0.25 5 12.47 15.14
0.69 735 294 220.5 3.5 3 0.25 5 12.12 14.97
0.69 735 294 220.5 3.5 4 0.25 5 12.18 15.22
0.69 735 294 220.5 3.5 5 0.25 5 12.47 14.6
0.66 759.5 318.5 220.5 3.5 2 0.25 5 12.93 15.83
0.66 759.5 318.5 220.5 3.5 3 0.25 5 12.82 16.03
0.66 759.5 318.5 220.5 3.5 4 0.25 5 12.78 15.8
0.66 759.5 318.5 220.5 3.5 5 0.25 5 13.02 16.06
0.64 784 343 220.5 3.5 2 0.25 5 16.73 20.13
0.64 784 343 220.5 3.5 3 0.25 5 16.86 20.01
0.64 784 343 220.5 3.5 4 0.25 5 16.76 20.19
0.64 784 343 220.5 3.5 5 0.25 5 16.92 20.29
0.62 808.5 367.5 220.5 3.5 2 0.25 5 13.68 15.19
0.62 808.5 367.5 220.5 3.5 3 0.25 5 13.99 14.61
0.62 808.5 367.5 220.5 3.5 4 0.25 5 14.16 14.61
0.62 808.5 367.5 220.5 3.5 5 0.25 5 13.86 14.75
0.98 514.5 294 110.25 7 2 0.4 1 32.26 33.37
0.98 514.5 294 110.25 7 3 0.4 1 32.26 33.34
0.98 514.5 294 110.25 7 4 0.4 1 32.49 32.83
0.98 514.5 294 110.25 7 5 0.4 1 32.53 33.04
0.9 563.5 318.5 122.5 7 2 0.4 1 36.47 39.28
0.9 563.5 318.5 122.5 7 3 0.4 1 37.24 36.38
0.9 563.5 318.5 122.5 7 4 0.4 1 36.66 35.92
0.9 563.5 318.5 122.5 7 5 0.4 1 35.96 40.99
0.86 588 294 147 7 2 0.4 1 31.89 35.99
0.86 588 294 147 7 3 0.4 1 32.39 30.66
0.86 588 294 147 7 4 0.4 1 32.09 31.7
0.86 588 294 147 7 5 0.4 1 31.29 36.73
0.82 612.5 318.5 147 7 2 0.4 1 29.22 31.71
0.82 612.5 318.5 147 7 3 0.4 1 29.91 29.13
0.82 612.5 318.5 147 7 4 0.4 1 29.53 28.99
0.82 612.5 318.5 147 7 5 0.4 1 28.65 33.54
0.79 637 343 147 7 2 0.4 1 41.4 45.29
0.79 637 343 147 7 3 0.4 1 42.62 39.07
0.79 637 343 147 7 4 0.4 1 42.5 38.35
0.79 637 343 147 7 5 0.4 1 41.67 46.94
0.76 661.5 416.5 122.5 7 2 0.4 1 40.78 39.55
0.76 661.5 416.5 122.5 7 3 0.4 1 39.97 40.85
0.76 661.5 416.5 122.5 7 4 0.4 1 40.71 40.63
0.76 661.5 416.5 122.5 7 5 0.4 1 40.43 39.48
0.74 686 245 220.5 3.5 2 0.4 1 14.52 16.94
0.74 686 245 220.5 3.5 3 0.4 1 14.61 17.25
0.74 686 245 220.5 3.5 4 0.4 1 14.5 17.03
0.74 686 245 220.5 3.5 5 0.4 1 14.55 17.25
0.71 710.5 269.5 220.5 3.5 2 0.4 1 14.51 17.1
0.71 710.5 269.5 220.5 3.5 3 0.4 1 14.6 17.51
0.71 710.5 269.5 220.5 3.5 4 0.4 1 14.5 17.12
0.71 710.5 269.5 220.5 3.5 5 0.4 1 14.58 17.47
0.69 735 294 220.5 3.5 2 0.4 1 14.51 16.5
0.69 735 294 220.5 3.5 3 0.4 1 14.7 17
0.69 735 294 220.5 3.5 4 0.4 1 14.42 16.87
0.69 735 294 220.5 3.5 5 0.4 1 14.42 17.2
0.66 759.5 318.5 220.5 3.5 2 0.4 1 15.23 18.14
0.66 759.5 318.5 220.5 3.5 3 0.4 1 15.23 18.03
0.66 759.5 318.5 220.5 3.5 4 0.4 1 15.23 18.14
0.66 759.5 318.5 220.5 3.5 5 0.4 1 15.23 17.95
0.64 784 343 220.5 3.5 2 0.4 1 19.52 22.72
0.64 784 343 220.5 3.5 3 0.4 1 19.36 22.73
0.64 784 343 220.5 3.5 4 0.4 1 19.48 22.72
0.64 784 343 220.5 3.5 5 0.4 1 19.42 22.53
0.62 808.5 367.5 220.5 3.5 2 0.4 1 15.09 17.2
0.62 808.5 367.5 220.5 3.5 3 0.4 1 17.17 17.21
0.62 808.5 367.5 220.5 3.5 4 0.4 1 17.14 17.15
0.62 808.5 367.5 220.5 3.5 5 0.4 1 17.14 17.2
0.98 514.5 294 110.25 7 2 0.4 2 32.82 32.96
0.98 514.5 294 110.25 7 3 0.4 2 32.71 33.13
0.98 514.5 294 110.25 7 4 0.4 2 32.24 33.94
0.98 514.5 294 110.25 7 5 0.4 2 32.72 33.78
0.9 563.5 318.5 122.5 7 2 0.4 2 35.84 38.35
0.9 563.5 318.5 122.5 7 3 0.4 2 36.57 35.39
0.9 563.5 318.5 122.5 7 4 0.4 2 36.06 34.94
0.9 563.5 318.5 122.5 7 5 0.4 2 35.69 40.66
0.86 588 294 147 7 2 0.4 2 32.48 35.48
0.86 588 294 147 7 3 0.4 2 32.74 30.53
0.86 588 294 147 7 4 0.4 2 32.13 32.28
0.86 588 294 147 7 5 0.4 2 31.64 36.86
0.82 612.5 318.5 147 7 2 0.4 2 28.95 30.34
0.82 612.5 318.5 147 7 3 0.4 2 29.49 27.93
0.82 612.5 318.5 147 7 4 0.4 2 28.64 28.95
0.82 612.5 318.5 147 7 5 0.4 2 28.01 32.92
0.79 637 343 147 7 2 0.4 2 41.64 45.59
0.79 637 343 147 7 3 0.4 2 43.1 39.41
0.79 637 343 147 7 4 0.4 2 42.74 38.84
0.79 637 343 147 7 5 0.4 2 41.92 48.03
0.76 661.5 416.5 122.5 7 2 0.4 2 40.78 39.48
0.76 661.5 416.5 122.5 7 3 0.4 2 40.15 40.4
0.76 661.5 416.5 122.5 7 4 0.4 2 40.57 40.47
0.76 661.5 416.5 122.5 7 5 0.4 2 40.42 39.7
0.74 686 245 220.5 3.5 2 0.4 2 14.54 16.43
0.74 686 245 220.5 3.5 3 0.4 2 14.45 16.93
0.74 686 245 220.5 3.5 4 0.4 2 14.18 16.99
0.74 686 245 220.5 3.5 5 0.4 2 14.5 17.03
0.71 710.5 269.5 220.5 3.5 2 0.4 2 14.7 16.77
0.71 710.5 269.5 220.5 3.5 3 0.4 2 14.66 17.37
0.71 710.5 269.5 220.5 3.5 4 0.4 2 14.4 17.27
0.71 710.5 269.5 220.5 3.5 5 0.4 2 14.71 17.51
0.69 735 294 220.5 3.5 2 0.4 2 14.75 16.44
0.69 735 294 220.5 3.5 3 0.4 2 14.71 17.01
0.69 735 294 220.5 3.5 4 0.4 2 14.33 17.23
0.69 735 294 220.5 3.5 5 0.4 2 14.62 17.22
0.66 759.5 318.5 220.5 3.5 2 0.4 2 15.34 17.85
0.66 759.5 318.5 220.5 3.5 3 0.4 2 15.29 17.89
0.66 759.5 318.5 220.5 3.5 4 0.4 2 15.09 18.36
0.66 759.5 318.5 220.5 3.5 5 0.4 2 15.3 18.15
0.64 784 343 220.5 3.5 2 0.4 2 19.2 21.72
0.64 784 343 220.5 3.5 3 0.4 2 18.88 22.07
0.64 784 343 220.5 3.5 4 0.4 2 18.9 22.09
0.64 784 343 220.5 3.5 5 0.4 2 19.12 21.93
0.62 808.5 367.5 220.5 3.5 2 0.4 2 16.76 17.36
0.62 808.5 367.5 220.5 3.5 3 0.4 2 17.23 17.38
0.62 808.5 367.5 220.5 3.5 4 0.4 2 17.26 16.86
0.62 808.5 367.5 220.5 3.5 5 0.4 2 17.15 16.99
0.98 514.5 294 110.25 7 2 0.4 3 32.82 32.78
0.98 514.5 294 110.25 7 3 0.4 3 32.69 33.24
0.98 514.5 294 110.25 7 4 0.4 3 32.23 33.86
0.98 514.5 294 110.25 7 5 0.4 3 32.75 34
0.9 563.5 318.5 122.5 7 2 0.4 3 34.24 37.26
0.9 563.5 318.5 122.5 7 3 0.4 3 34.95 35.04
0.9 563.5 318.5 122.5 7 4 0.4 3 35.05 33.82
0.9 563.5 318.5 122.5 7 5 0.4 3 34.29 33.31
0.86 588 294 147 7 2 0.4 3 31.28 35.22
0.86 588 294 147 7 3 0.4 3 32.12 34.7
0.86 588 294 147 7 4 0.4 3 32.05 30.11
0.86 588 294 147 7 5 0.4 3 31.84 31.6
0.82 612.5 318.5 147 7 2 0.4 3 28.67 32.43
0.82 612.5 318.5 147 7 3 0.4 3 29.67 30.65
0.82 612.5 318.5 147 7 4 0.4 3 29.47 29.77
0.82 612.5 318.5 147 7 5 0.4 3 28.91 29.64
0.79 637 343 147 7 2 0.4 3 41.26 46.44
0.79 637 343 147 7 3 0.4 3 41.3 44.18
0.79 637 343 147 7 4 0.4 3 42.49 38.81
0.79 637 343 147 7 5 0.4 3 42.08 38.23
0.76 661.5 416.5 122.5 7 2 0.4 3 39.32 38.17
0.76 661.5 416.5 122.5 7 3 0.4 3 39.84 38.48
0.76 661.5 416.5 122.5 7 4 0.4 3 38.89 39.66
0.76 661.5 416.5 122.5 7 5 0.4 3 39.68 40.1
0.74 686 245 220.5 3.5 2 0.4 3 13.97 16.08
0.74 686 245 220.5 3.5 3 0.4 3 14.22 15.39
0.74 686 245 220.5 3.5 4 0.4 3 14.1 16.57
0.74 686 245 220.5 3.5 5 0.4 3 13.78 16.6
0.71 710.5 269.5 220.5 3.5 2 0.4 3 14.07 16.11
0.71 710.5 269.5 220.5 3.5 3 0.4 3 14.03 15.47
0.71 710.5 269.5 220.5 3.5 4 0.4 3 13.94 16.7
0.71 710.5 269.5 220.5 3.5 5 0.4 3 13.86 16.1
0.69 735 294 220.5 3.5 2 0.4 3 14.32 16.35
0.69 735 294 220.5 3.5 3 0.4 3 14.56 15.84
0.69 735 294 220.5 3.5 4 0.4 3 14.33 16.99
0.69 735 294 220.5 3.5 5 0.4 3 14.08 17.02
0.66 759.5 318.5 220.5 3.5 2 0.4 3 15.16 17.04
0.66 759.5 318.5 220.5 3.5 3 0.4 3 15.18 17.63
0.66 759.5 318.5 220.5 3.5 4 0.4 3 14.72 18.1
0.66 759.5 318.5 220.5 3.5 5 0.4 3 14.9 18.22
0.64 784 343 220.5 3.5 2 0.4 3 18.48 20.78
0.64 784 343 220.5 3.5 3 0.4 3 18.71 20.72
0.64 784 343 220.5 3.5 4 0.4 3 18.48 21.54
0.64 784 343 220.5 3.5 5 0.4 3 18.46 21.53
0.62 808.5 367.5 220.5 3.5 2 0.4 3 16.47 16.9
0.62 808.5 367.5 220.5 3.5 3 0.4 3 16.35 17.14
0.62 808.5 367.5 220.5 3.5 4 0.4 3 16.55 16.56
0.62 808.5 367.5 220.5 3.5 5 0.4 3 16.74 16
0.98 514.5 294 110.25 7 2 0.4 4 32.85 32.95
0.98 514.5 294 110.25 7 3 0.4 4 32.67 33.06
0.98 514.5 294 110.25 7 4 0.4 4 32.21 33.95
0.98 514.5 294 110.25 7 5 0.4 4 32.74 33.88
0.9 563.5 318.5 122.5 7 2 0.4 4 36.45 33.98
0.9 563.5 318.5 122.5 7 3 0.4 4 35.73 39.92
0.9 563.5 318.5 122.5 7 4 0.4 4 35.4 39.22
0.9 563.5 318.5 122.5 7 5 0.4 4 36.57 36.1
0.86 588 294 147 7 2 0.4 4 32.38 31.53
0.86 588 294 147 7 3 0.4 4 31.66 36.2
0.86 588 294 147 7 4 0.4 4 32.15 36.21
0.86 588 294 147 7 5 0.4 4 32.75 31
0.82 612.5 318.5 147 7 2 0.4 4 28.93 28.2
0.82 612.5 318.5 147 7 3 0.4 4 28.05 32.35
0.82 612.5 318.5 147 7 4 0.4 4 28.64 31.14
0.82 612.5 318.5 147 7 5 0.4 4 29.52 28.43
0.79 637 343 147 7 2 0.4 4 42.77 38.33
0.79 637 343 147 7 3 0.4 4 41.73 47.59
0.79 637 343 147 7 4 0.4 4 41.32 46.23
0.79 637 343 147 7 5 0.4 4 42.96 39.56
0.76 661.5 416.5 122.5 7 2 0.4 4 40.68 40.36
0.76 661.5 416.5 122.5 7 3 0.4 4 40.4 39.67
0.76 661.5 416.5 122.5 7 4 0.4 4 40.6 39.85
0.76 661.5 416.5 122.5 7 5 0.4 4 40.11 40.77
0.74 686 245 220.5 3.5 2 0.4 4 14.37 16.61
0.74 686 245 220.5 3.5 3 0.4 4 14.48 16.74
0.74 686 245 220.5 3.5 4 0.4 4 14.32 16.9
0.74 686 245 220.5 3.5 5 0.4 4 14.44 17.32
0.71 710.5 269.5 220.5 3.5 2 0.4 4 14.6 16.85
0.71 710.5 269.5 220.5 3.5 3 0.4 4 14.7 17.2
0.71 710.5 269.5 220.5 3.5 4 0.4 4 14.47 17.23
0.71 710.5 269.5 220.5 3.5 5 0.4 4 14.66 17.74
0.69 735 294 220.5 3.5 2 0.4 4 14.54 16.81
0.69 735 294 220.5 3.5 3 0.4 4 14.62 16.88
0.69 735 294 220.5 3.5 4 0.4 4 14.53 16.9
0.69 735 294 220.5 3.5 5 0.4 4 14.71 17.39
0.66 759.5 318.5 220.5 3.5 2 0.4 4 15.34 17.86
0.66 759.5 318.5 220.5 3.5 3 0.4 4 15.29 17.82
0.66 759.5 318.5 220.5 3.5 4 0.4 4 15.09 18.36
0.66 759.5 318.5 220.5 3.5 5 0.4 4 15.3 18.24
0.64 784 343 220.5 3.5 2 0.4 4 19.06 21.68
0.64 784 343 220.5 3.5 3 0.4 4 19.13 21.54
0.64 784 343 220.5 3.5 4 0.4 4 19 22.25
0.64 784 343 220.5 3.5 5 0.4 4 18.84 22.49
0.62 808.5 367.5 220.5 3.5 2 0.4 4 16.44 17.1
0.62 808.5 367.5 220.5 3.5 3 0.4 4 16.9 16.79
0.62 808.5 367.5 220.5 3.5 4 0.4 4 16.94 16.58
0.62 808.5 367.5 220.5 3.5 5 0.4 4 16.77 16.79
0.98 514.5 294 110.25 7 2 0.4 5 32.84 32.88
0.98 514.5 294 110.25 7 3 0.4 5 32.72 33.23
0.98 514.5 294 110.25 7 4 0.4 5 32.21 33.76
0.98 514.5 294 110.25 7 5 0.4 5 32.73 34.01
0.9 563.5 318.5 122.5 7 2 0.4 5 35.67 33.94
0.9 563.5 318.5 122.5 7 3 0.4 5 35.01 33.14
0.9 563.5 318.5 122.5 7 4 0.4 5 34.72 38.79
0.9 563.5 318.5 122.5 7 5 0.4 5 35.24 37.27
0.86 588 294 147 7 2 0.4 5 32.31 29.69
0.86 588 294 147 7 3 0.4 5 31.81 31.2
0.86 588 294 147 7 4 0.4 5 31.12 36.26
0.86 588 294 147 7 5 0.4 5 32.06 35.71
0.82 612.5 318.5 147 7 2 0.4 5 30 29.93
0.82 612.5 318.5 147 7 3 0.4 5 29.5 29.56
0.82 612.5 318.5 147 7 4 0.4 5 29.06 33.84
0.82 612.5 318.5 147 7 5 0.4 5 29.92 32.54
0.79 637 343 147 7 2 0.4 5 42.11 38.56
0.79 637 343 147 7 3 0.4 5 41.96 37.7
0.79 637 343 147 7 4 0.4 5 41.09 47.01
0.79 637 343 147 7 5 0.4 5 40.79 44.87
0.76 661.5 416.5 122.5 7 2 0.4 5 38.82 39.37
0.76 661.5 416.5 122.5 7 3 0.4 5 39.72 39.8
0.76 661.5 416.5 122.5 7 4 0.4 5 39.31 37.79
0.76 661.5 416.5 122.5 7 5 0.4 5 39.86 38.18
0.74 686 245 220.5 3.5 2 0.4 5 14.41 16.69
0.74 686 245 220.5 3.5 3 0.4 5 14.19 16.62
0.74 686 245 220.5 3.5 4 0.4 5 14.17 16.94
0.74 686 245 220.5 3.5 5 0.4 5 14.39 16.7
0.71 710.5 269.5 220.5 3.5 2 0.4 5 12.43 15.59
0.71 710.5 269.5 220.5 3.5 3 0.4 5 12.63 14.58
0.71 710.5 269.5 220.5 3.5 4 0.4 5 12.76 15.33
0.71 710.5 269.5 220.5 3.5 5 0.4 5 12.42 15.31
0.69 735 294 220.5 3.5 2 0.4 5 14.12 16.63
0.69 735 294 220.5 3.5 3 0.4 5 14.28 15.87
0.69 735 294 220.5 3.5 4 0.4 5 14.37 16.54
0.69 735 294 220.5 3.5 5 0.4 5 14.21 16.74
0.66 759.5 318.5 220.5 3.5 2 0.4 5 14.96 17.64
0.66 759.5 318.5 220.5 3.5 3 0.4 5 14.92 17.79
0.66 759.5 318.5 220.5 3.5 4 0.4 5 14.92 17.55
0.66 759.5 318.5 220.5 3.5 5 0.4 5 15.16 18.06
0.64 784 343 220.5 3.5 2 0.4 5 17.69 20.82
0.64 784 343 220.5 3.5 3 0.4 5 18.19 20.21
0.64 784 343 220.5 3.5 4 0.4 5 18.16 20.71
0.64 784 343 220.5 3.5 5 0.4 5 17.88 21.4
0.62 808.5 367.5 220.5 3.5 2 0.4 5 16.54 16.88
0.62 808.5 367.5 220.5 3.5 3 0.4 5 16.44 17.11
0.62 808.5 367.5 220.5 3.5 4 0.4 5 16.48 16.61
0.62 808.5 367.5 220.5 3.5 5 0.4 5 16.64 16.03

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# Questions: Are these differences in mean of heating load and cooling load ture even if you take other
# variables into account?

# Before doing that, let's see if Y1 and Y2 are approximately normally distributed.
par( mfrow=c(1,2))
hist(d$Y1, main="Heating Load", breaks=20)
hist(d$Y2, main="Coolingn Load", breaks=20)
# Okay, they are not. They even appear to having two modes (bimodal).
# Maybe those two modes are due to the x5.
par( mfrow=c(1,2))
hist(d[d$X5==3.5,]$Y1   , main="Heating Load, x=3.5", breaks=20)
hist(d[d$X5==7.0,]$Y1, main="Heating Load, x=7.0", breaks=20 )
# That did not solve the bimodal of Y1. Maybe another variable kind of splits Y1.


par( mfrow=c(1,2))
hist(d[d$X5==3.5,]$Y2, main="Coolingn Load, x=3.5", breaks=20 )
hist(d[d$X5==7.0,]$Y2, main="Coolingn Load, x=7.0", breaks=20)
# That solved the problem. The distributions look more like normal....

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