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  • October 2019
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y

x1 13.5 12 10.5 15 14 10.5 14 16.5 17.5 16.5 17 16.5 16 16.5 17.23 17 16 14.63 14.5 14.5 16.5 16.5 15 15 13 12.5 14 13.75 14 15 13.75 15.63 15.63 13 14 15.25 16.25 13 14.5 11.5 14.25 15.5 12 14.25 14 16.5 14.5 15.5 16.75 16.75 16.75

x2 1 14 16 4 11 15 2 1 1 8 12 2 2 13 2 1 1 12 16 3 6 3 3 3 14 1 15 16 2 16 2 3 3 16 16 13 1 14 3 15 1 15 1 15 3 3 4 1 4 4 2

x3 5.02 8.19 3 10.7 8.97 9.45 8 6.62 6.2 11.78 14.62 11.55 9.63 12.99 12.01 12.01 7.99 10.33 10.67 9.45 12.65 12.08 10.52 9.47 11.62 5 9.89 11.13 7.96 10.73 7.95 9.1 12.05 8.43 10.6 10.55 5.5 8.53 9.04 8.2 6.13 8.32 4 10.1 5.25 11.62 5.31 5.75 12.46 12.75 12.75

x4 0.14 0.27 0 0.05 0.07 0.24 0.19 0.6 0 0.03 0.08 0.03 0 0.04 0.03 0 0.14 0.12 0 0.03 0.13 0 0.05 0 0 0.33 0.05 0.06 0.22 0.09 0 0 0.03 0.04 0.04 0.1 0.21 0.03 0.04 0 0 0 0 0 0.16 0 0 0 0.03 0 0

Y-Ybar x1-x1bar x2-x2bar x3-x3bar 123000 2.69 47.12 21.79 104079 9.85 37.65 2.24 39998 21.52 66.19 44.73 57112 0.02 14.93 1.02 60000 1.3 9.83 0.52 101385 21.52 50.92 0.06 31300 1.3 34.39 2.85 248172 1.85 47.12 9.41 215000 5.57 47.12 12.17 251015 1.85 0.02 4.38 291264 3.46 17.1 24.32 207549 1.85 34.39 3.47 82000 0.74 34.39 0 359665 1.85 26.38 10.9 265500 4.35 34.39 5.39 299000 3.46 47.12 5.39 189258 0.74 47.12 2.88 366013 0.26 17.1 0.41 349930 0.41 66.19 0.96 85335 0.41 23.66 0.06 235932 1.85 3.48 8.77 130000 1.85 23.66 5.72 40500 0.02 23.66 0.69 40500 0.02 23.66 0.05 45959 4.57 37.65 3.73 120000 6.96 47.12 21.98 81243 1.3 50.92 0.04 153947 1.93 66.19 2.08 97321 1.3 34.39 2.99 276099 0.02 66.19 1.09 90000 1.93 34.39 3.02 184000 0.24 23.66 0.35 184718 0.24 23.66 5.58 96000 4.57 66.19 1.58 106350 1.3 66.19 0.83 135512 0.01 26.38 0.74 180000 1.23 47.12 17.54 315000 4.57 37.65 1.34 42500 0.41 23.66 0.42 30005 13.24 50.92 2.21 60000 0.79 47.12 12.66 73521 0.13 50.92 1.87 50000 9.85 47.12 32.36 50724 0.79 50.92 0.17 31750 1.3 23.66 19.7 168000 1.85 23.66 3.73 70000 0.41 14.93 19.17 27000 0.13 47.12 15.51 129614 2.6 14.93 7.68 129614 2.6 14.93 9.37 130000 2.6 34.39 9.37

0 0.04 0.01 0 0 0.03 0.01 0.27 0.01 0 0 0 0.01 0 0 0.01 0 0 0.01 0 0 0.01 0 0.01 0.01 0.06 0 0 0.02 0 0.01 0.01 0 0 0 0 0.02 0 0 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0 0.01 0.01

16.75 17 16 14.5 15 15 16 15.5 15.25 16.5 19.25 17.75 18.75 19.25 14 14 18 13.75 15 15.5 15.9 15.25 15.5 14.75 15 14.5 13.5 15 15.25 14.5

2 1 2 3 15 17 1 14 2 1 0 18 16 13 20 18 16 1 2 16 1 15 4 20 3 3 18 15 11 14

11.38 5.99 11.37 10.38 10.77 11.3 7.06 12.1 10.04 4.99 7.33 12.11 12.86 12.7 11.58 11.58 12.97 4.82 9.75 10.36 8.13 13.23 10.57 11.22 10.34 10.67 8.6 11.97 11.27 12.68

0 0.57 0.27 0 0.05 0 0.14 0.05 0.06 0.73 0.22 0 0 0.04 0 0.03 0.08 0 0.03 0.02 0.23 0.05 0.04 0 0 0 0.08 0.14 0.03 0.03

209000 220000 60000 110000 101206 288847 105000 276425 33000 210000 240000 281552 421000 484290 234493 230675 296966 32000 38533 109912 236000 243338 122183 128268 72000 43404 59443 254700 434746 201930

2.6 3.46 0.74 0.41 0.02 0.02 0.74 0.13 0.01 1.85 16.9 6.82 13.04 16.9 1.3 1.3 8.19 1.93 0.02 0.13 0.58 0.01 0.13 0.15 0.02 0.41 2.69 0.02 0.01 0.41 236.56

34.39 47.12 34.39 23.66 50.92 83.46 47.12 37.65 34.39 47.12 61.85 102.73 66.19 26.38 147.28 102.73 66.19 47.12 34.39 66.19 47.12 50.92 14.93 147.28 23.66 23.66 102.73 50.92 9.83 37.65 3519.51

2.86 13.68 2.83 0.48 1.17 2.6 6.91 5.82 0.12 22.07 5.56 5.87 10.06 9.07 3.58 3.58 10.77 23.7 0 0.45 2.43 12.54 0.78 2.35 0.42 0.96 1.18 5.21 2.5 8.95 533.82

0.01 0.24 0.04 0.01 0 0.01 0 0 0 0.42 0.02 0.01 0.01 0 0.01 0 0 0.01 0 0 0.02 0 0 0.01 0.01 0.01 0 0 0 0 1.45

x4-x4bar

Ybar

### 15.14 ### ### Sy ### 1.72 ### ### X1bar ### 7.86 ### ### Sx1 ### 6.63 ### ### x2bar 6183191403.3 9.69 ### ### Sx2 ### 2.58 819375075.69 x3bar ### 0.08 ### ### Sx3 ### 0.13 938397329.22 ### x4bar ### 160633.27 ### ### Sx4 ### 109098.96 44706227.98 ### ### ### 546003995.89 580074141.86 ### ### 631078287.05 375070168.73 ### ### ### ### ### ### ### ### 54268687.25 ### ### 962195210.9 962195210.9 938397329.22

Yi*

x1* -0.11 -0.2 -0.3 -0.01 -0.07 -0.3 -0.07 0.09 0.15 0.09 0.12 0.09 0.06 0.09 0.14 0.12 0.06 -0.03 -0.04 -0.04 0.09 0.09 -0.01 -0.01 -0.14 -0.17 -0.07 -0.09 -0.07 -0.01 -0.09 0.03 0.03 -0.14 -0.07 0.01 0.07 -0.14 -0.04 -0.24 -0.06 0.02 -0.2 -0.06 -0.07 0.09 -0.04 0.02 0.1 0.1 0.1

x2* -0.12 0.1 0.14 -0.07 0.05 0.12 -0.1 -0.12 -0.12 0 0.07 -0.1 -0.1 0.09 -0.1 -0.12 -0.12 0.07 0.14 -0.08 -0.03 -0.08 -0.08 -0.08 0.1 -0.12 0.12 0.14 -0.1 0.14 -0.1 -0.08 -0.08 0.14 0.14 0.09 -0.12 0.1 -0.08 0.12 -0.12 0.12 -0.12 0.12 -0.08 -0.08 -0.07 -0.12 -0.07 -0.07 -0.1

x3* -0.2 -0.06 -0.29 0.04 -0.03 -0.01 -0.07 -0.13 -0.15 0.09 0.21 0.08 0 0.14 0.1 0.1 -0.07 0.03 0.04 -0.01 0.13 0.1 0.04 -0.01 0.08 -0.2 0.01 0.06 -0.07 0.05 -0.08 -0.03 0.1 -0.05 0.04 0.04 -0.18 -0.05 -0.03 -0.06 -0.15 -0.06 -0.25 0.02 -0.19 0.08 -0.19 -0.17 0.12 0.13 0.13

x4* 0.05 0.16 -0.07 -0.03 -0.01 0.13 0.09 0.43 -0.07 -0.04 0 -0.04 -0.07 -0.03 -0.04 -0.07 0.05 0.03 -0.07 -0.04 0.04 -0.07 -0.03 -0.07 -0.07 0.21 -0.03 -0.02 0.12 0.01 -0.07 -0.07 -0.04 -0.03 -0.03 0.02 0.11 -0.04 -0.03 -0.07 -0.07 -0.07 -0.07 -0.07 0.07 -0.07 -0.07 -0.07 -0.04 -0.07 -0.07

b1 -0.04 -0.06 b2 -0.12 -0.11 b3 -0.1 -0.06 b4 -0.13 0.09 0.06 0.09 0.13 0.05 -0.08 0.2 0.11 0.14 0.03 0.21 0.19 -0.08 0.08 -0.03 -0.12 -0.12 -0.12 -0.04 -0.08 -0.01 -0.06 0.12 -0.07 0.02 0.02 -0.07 -0.06 -0.03 0.02 0.16 -0.12 -0.13 -0.1 -0.09 -0.11 -0.11 -0.13 0.01 -0.09 -0.14 -0.03 -0.03 -0.03

-0.14 0.28 0.62 7.92E-06

### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### 14908476326 ### ### 6840072098.9 ### ### ### ### ### ### ### ### ###

0.1 0.12 0.06 -0.04 -0.01 -0.01 0.06 0.02 0.01 0.09 0.27 0.17 0.23 0.27 -0.07 -0.07 0.19 -0.09 -0.01 0.02 0.05 0.01 0.02 -0.03 -0.01 -0.04 -0.11 -0.01 0.01 -0.04 -0.98

-0.1 -0.12 -0.1 -0.08 0.12 0.15 -0.12 0.1 -0.1 -0.12 -0.13 0.17 0.14 0.09 0.2 0.17 0.14 -0.12 -0.1 0.14 -0.12 0.12 -0.07 0.2 -0.08 -0.08 0.17 0.12 0.05 0.1 -0.13

0.07 -0.16 0.07 0.03 0.05 0.07 -0.11 0.1 0.02 -0.2 -0.1 0.1 0.14 0.13 0.08 0.08 0.14 -0.21 0 0.03 -0.07 0.15 0.04 0.07 0.03 0.04 -0.05 0.1 0.07 0.13 -0.42

-0.07 0.41 0.16 -0.07 -0.03 -0.07 0.05 -0.03 -0.02 0.54 0.12 -0.07 -0.07 -0.03 -0.07 -0.04 0 -0.07 -0.04 -0.05 0.12 -0.03 -0.03 -0.07 -0.07 -0.07 0 0.05 -0.04 -0.04 -0.07

0.05 0.06 -0.1 -0.05 -0.06 0.13 -0.06 0.12 -0.13 0.05 0.08 0.12 0.27 0.33 0.08 0.07 0.14 -0.13 -0.13 -0.05 0.08 0.08 -0.04 -0.03 -0.09 -0.12 -0.1 0.1 0.28 0.04 -0.16

b1* -0.55 b2* 0.42 b3* 0.05 b4* 0.5

y

x1 13.5 12 10.5 15 14 10.5 14 16.5 17.5 16.5 17 16.5 16 16.5 17.23 17 16 14.63 14.5 14.5 16.5 16.5 15 15 13 12.5 14 13.75 14 15 13.75 15.63 15.63 13 14 15.25 16.25 13 14.5 11.5 14.25 15.5 12 14.25 14 16.5 14.5 15.5 16.75 16.75 16.75

x2 1 14 16 4 11 15 2 1 1 8 12 2 2 13 2 1 1 12 16 3 6 3 3 3 14 1 15 16 2 16 2 3 3 16 16 13 1 14 3 15 1 15 1 15 3 3 4 1 4 4 2

x3 5.02 8.19 3 10.7 8.97 9.45 8 6.62 6.2 11.78 14.62 11.55 9.63 12.99 12.01 12.01 7.99 10.33 10.67 9.45 12.65 12.08 10.52 9.47 11.62 5 9.89 11.13 7.96 10.73 7.95 9.1 12.05 8.43 10.6 10.55 5.5 8.53 9.04 8.2 6.13 8.32 4 10.1 5.25 11.62 5.31 5.75 12.46 12.75 12.75

x4 0.14 0.27 0 0.05 0.07 0.24 0.19 0.6 0 0.03 0.08 0.03 0 0.04 0.03 0 0.14 0.12 0 0.03 0.13 0 0.05 0 0 0.33 0.05 0.06 0.22 0.09 0 0 0.03 0.04 0.04 0.1 0.21 0.03 0.04 0 0 0 0 0 0.16 0 0 0 0.03 0 0

Ynew x1 123000 11.59 104079 10.12 39998 10.9 57112 11.12 60000 11.51 101385 8.22 31300 11 248172 13.95 215000 15.12 251015 12.59 291264 12.35 207549 12.08 82000 12.35 359665 12.6 265500 12.62 299000 12.3 189258 12.9 366013 11.69 349930 11.83 85335 11.02 235932 12.04 130000 11.97 40500 11.09 40500 11.51 45959 9.75 120000 10.6 81243 11.54 153947 10.9 97321 11.02 276099 12.31 90000 10.77 184000 12.29 184718 11.11 96000 11.23 106350 11.36 135512 12.33 180000 14.15 315000 10.99 42500 11.18 30005 9.72 60000 11.9 73521 13.67 50000 10.5 50724 11.71 31750 12.2 168000 12.15 70000 12.78 27000 13.3 129614 12.17 129614 12.05 130000 11.85

x2 1 14 16 4 11 15 2 1 1 8 12 2 2 13 2 1 1 12 16 3 6 3 3 3 14 1 15 16 2 16 2 3 3 16 16 13 1 14 3 15 1 15 1 15 3 3 4 1 4 4 2

x3 5.02 8.19 3 10.7 8.97 9.45 8 6.62 6.2 11.78 14.62 11.55 9.63 12.99 12.01 12.01 7.99 10.33 10.67 9.45 12.65 12.08 10.52 9.47 11.62 5 9.89 11.13 7.96 10.73 7.95 9.1 12.05 8.43 10.6 10.55 5.5 8.53 9.04 8.2 6.13 8.32 4 10.1 5.25 11.62 5.31 5.75 12.46 12.75 12.75

x4 0.14 0.27 0 0.05 0.07 0.24 0.19 0.6 0 0.03 0.08 0.03 0 0.04 0.03 0 0.14 0.12 0 0.03 0.13 0 0.05 0 0 0.33 0.05 0.06 0.22 0.09 0 0 0.03 0.04 0.04 0.1 0.21 0.03 0.04 0 0 0 0 0 0.16 0 0 0 0.03 0 0

123000 104079 39998 57112 60000 101385 31300 248172 215000 251015 291264 207549 82000 359665 265500 299000 189258 366013 349930 85335 235932 130000 40500 40500 45959 120000 81243 153947 97321 276099 90000 184000 184718 96000 106350 135512 180000 315000 42500 30005 60000 73521 50000 50724 31750 168000 70000 27000 129614 129614 130000

16.75 17 16 14.5 15 15 16 15.5 15.25 16.5 19.25 17.75 18.75 19.25 14 14 18 13.75 15 15.5 15.9 15.25 15.5 14.75 15 14.5 13.5 15 15.25 14.5

2 1 2 3 15 17 1 14 2 1 0 18 16 13 20 18 16 1 2 16 1 15 4 20 3 3 18 15 11 14

11.38 5.99 11.37 10.38 10.77 11.3 7.06 12.1 10.04 4.99 7.33 12.11 12.86 12.7 11.58 11.58 12.97 4.82 9.75 10.36 8.13 13.23 10.57 11.22 10.34 10.67 8.6 11.97 11.27 12.68

0 0.57 0.27 0 0.05 0 0.14 0.05 0.06 0.73 0.22 0 0 0.04 0 0.03 0.08 0 0.03 0.02 0.23 0.05 0.04 0 0 0 0.08 0.14 0.03 0.03

209000 220000 60000 110000 101206 288847 105000 276425 33000 210000 240000 281552 421000 484290 234493 230675 296966 32000 38533 109912 236000 243338 122183 128268 72000 43404 59443 254700 434746 201930

12.4 14.7 11.65 10.65 12.19 12.18 13.28 12.06 11.43 14.6 16.32 14.71 15.21 15.47 11.37 11.17 14.41 11.92 11.3 12.96 12.75 11.46 11.67 12.26 11.16 10.53 11.86 11.71 11.84 10.83

2 1 2 3 15 17 1 14 2 1 0 18 16 13 20 18 16 1 2 16 1 15 4 20 3 3 18 15 11 14

11.38 5.99 11.37 10.38 10.77 11.3 7.06 12.1 10.04 4.99 7.33 12.11 12.86 12.7 11.58 11.58 12.97 4.82 9.75 10.36 8.13 13.23 10.57 11.22 10.34 10.67 8.6 11.97 11.27 12.68

0 0.57 0.27 0 0.05 0 0.14 0.05 0.06 0.73 0.22 0 0 0.04 0 0.03 0.08 0 0.03 0.02 0.23 0.05 0.04 0 0 0 0.08 0.14 0.03 0.03

209000 220000 60000 110000 101206 288847 105000 276425 33000 210000 240000 281552 421000 484290 234493 230675 296966 32000 38533 109912 236000 243338 122183 128268 72000 43404 59443 254700 434746 201930

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