Econometrics Excel Assignment

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ORIG DATA

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140 6.9 11 12 2 Male No 0 112 64.03 1 9 3 Female Yes 0
131 0.99 12 12 2 Female No 0 98 18.72 2 10 1 Female Yes 0
104 0.99 -999 12 2 Female No 10 125 34.48 2 5 4 Male Yes 0
114 6.9 -999 11 3 Female Yes 0 115 36.45 3 12 1 Female No 40
141 128.05 12 13 1 Female Yes 0 111 26.6 3 4 5 Male No 0
107 44.33 11 12 2 Female Yes 0 99 28.57 3 9 1 Female Yes 0
152 44.33 12 10 1 Male Yes 0 115 18.72 3 12 1 Female No 0
119 14.78 12 10 2 Male No 20 120 20.69 4 12 3 Male Yes 0
135 54.18 12 12 1 Female Yes 0 118 93.58 4 5 2 Female Yes 0
138 36.45 12 10 1 Female Yes 0 110 44.33 4 14 1 Male Yes 0
109 26.6 12 12 1 Male Yes 0 105 14.78 5 8 3 Female Yes 0
133 14.78 6 12 2 Male No 0 114 44.33 5 7 2 Female No 0
129 0.99 -999 12 2 Female No 0 112 24.63 5 7 2 Female No 0
126 30.54 12 12 2 Male No 0 101 83.73 5 9 4 Female Yes 0
134 54.18 14 12 2 Male Yes 0 133 14.78 6 12 2 Male No 0
118 14.78 12 14 6 Male No 0 64 24.63 6 7 1 Male Yes 0
140 128.05 16 14 2 Female Yes 0 120 44.33 6 6 3 Female Yes 0
86 54.18 12 14 2 Female No 0 104 36.45 6 11 1 Female No 0
121 54.18 12 17 2 Female Yes 0 86 12.81 6 10 2 Female No 0
129 73.88 16 18 2 Female Yes 0 100 16.75 6 12 3 Male No 0
101 54.18 12 16 2 Male No 0 123 54.18 6 12 1 Male Yes 10
133 54.18 16 15 1 Male Yes 0 112 32.51 6 8 1 Female Yes 0
61 12.81 -999 12 3 Male No 0 112 44.33 6 9 2 Female Yes 0
104 20.69 12 12 1 Male Yes 0 144 18.72 6 9 2 Female Yes 0
92 24.63 7 12 1 Male No 0 92 24.63 7 12 1 Male No 0
122 34.48 13 13 1 Male Yes 0 97 44.33 7 12 1 Female Yes 0
159 83.73 18 16 1 Male Yes 0 120 28.57 7 9 2 Female Yes 0
154 8.87 -999 11 1 Female No 0 144 36.45 7 8 2 Male Yes 0
120 64.03 16 16 1 Male No 0 102 8.87 7 9 3 Male Yes 10
138 12.81 -999 11 2 Female No 0 152 128.05 7 13 3 Male No 0
127 93.58 16 17 1 Female Yes 0 134 18.72 7 12 2 Male No 0
107 44.33 12 12 2 Male Yes 0 107 83.73 7 12 1 Female Yes 6
129 30.54 8 11 2 Male Yes 6 127 44.33 7 9 2 Female Yes 10
129 26.6 12 12 1 Female No 0 129 30.54 8 11 2 Male Yes 6
156 73.88 11 11 1 Female Yes 0 109 26.6 8 8 2 Female Yes 10
124 4.93 11 12 2 Male No 0 115 14.78 8 11 1 Male No 0
79 4.93 -999 12 2 Male No 0 127 34.48 8 10 1 Male Yes 0
112 64.03 12 12 2 Male Yes 0 145 16.75 8 9 3 Male Yes 0
124 44.33 12 12 1 Male Yes 0 120 34.48 8 6 3 Female No 0
134 0.99 -999 12 2 Male No 0 121 93.58 8 13 1 Male Yes 0
114 128.05 12 12 1 Female Yes 0 125 73.88 8 10 1 Male Yes 0
124 128.05 16 13 1 Male Yes 0 104 22.66 8 12 1 Male No 0
122 128.05 16 16 2 Male Yes 0 79 6.9 8 10 3 Male Yes 0
104 54.18 11 10 2 Female No 0 100 54.18 8 17 1 Male No 0
105 14.78 5 8 3 Female Yes 0 91 22.66 8 10 1 Male Yes 30
113 93.58 16 16 2 Male Yes 0 102 44.33 8 6 1 Female Yes 0
131 128.05 12 12 2 Male Yes 0 104 18.72 8 12 1 Female No 0
107 128.05 16 14 1 Female Yes 0 94 44.33 8 8 2 Female Yes 30
115 64.03 12 9 1 Male Yes 0 101 26.6 8 12 2 Female No 3
97 26.6 10 13 3 Female No 0 117 0.99 8 8 1 Male Yes 0
106 128.05 12 12 1 Male Yes 0 99 28.57 8 12 1 Female Yes 0
132 93.58 15 12 1 Male Yes 0 139 38.42 8 12 1 Female No 5
108 73.88 18 16 1 Male Yes 0 121 28.57 8 9 1 Female Yes 6
114 64.03 16 14 1 Male No 0 122 64.03 8 9 1 Female Yes 0
134 36.45 14 12 1 Male Yes 0 125 32.51 8 8 1 Female Yes 0
134 128.05 18 16 1 Female No 0 115 36.45 9 12 1 Female Yes 0
141 128.05 18 16 1 Male Yes 0 135 44.33 9 13 1 Male No 0
84 22.66 12 12 1 Male Yes 0 108 64.03 9 13 1 Male Yes 0
88 64.03 13 13 3 Male No 0 93 64.03 9 11 1 Female Yes 0
130 128.05 16 18 1 Male Yes 0 123 30.54 9 12 2 Male No 0
132 34.48 12 12 2 Male No 0 109 14.78 9 14 2 Male Yes 5
133 32.51 13 13 1 Male Yes 0 120 64.03 9 12 3 Female Yes 20
108 44.33 12 12 2 Female Yes 0 113 20.69 9 12 2 Female Yes 10
92 83.73 16 14 2 Female Yes 0 115 38.42 9 9 1 Female Yes 0
127 64.03 12 14 2 Male Yes 0 124 22.66 9 9 1 Male Yes 20
131 22.66 11 9 1 Male Yes 0 101 16.75 9 9 2 Male Yes 10
104 128.05 16 15 1 Female Yes 0 89 10.84 9 8 2 Male No 40
122 54.18 12 12 1 Female Yes 0 164 10.84 9 12 3 Female Yes 0
97 54.18 12 12 2 Male Yes 0 132 44.33 9 12 1 Male No 20
122 34.48 14 16 1 Female No 0 160 20.69 9 9 2 Male Yes 0
118 128.05 16 13 3 Male Yes 0 101 30.54 9 12 1 Male Yes 0
108 73.88 16 16 1 Male Yes 0 90 83.73 9 9 3 Male Yes 12
97 44.33 7 12 1 Female Yes 0 97 26.6 10 13 3 Female No 0
131 54.18 13 12 3 Male Yes 0 101 30.54 10 10 1 Female No 0
115 36.45 3 12 1 Female No 40 139 28.57 10 12 1 Female Yes 0
123 44.33 16 14 3 Male No 0 126 83.73 10 12 1 Female Yes 0
115 0.99 -999 10 5 Female No 0 95 38.42 10 12 3 Female No 0
132 64.03 18 16 1 Female Yes 0 166 93.58 10 13 2 Female Yes 0
133 54.18 14 13 1 Male No 0 119 44.33 10 11 1 Female Yes 0
125 64.03 13 12 1 Female Yes 0 128 64.03 10 12 3 Female No 0
117 30.54 12 12 1 Male Yes 0 134 20.69 10 12 1 Male Yes 0
116 32.51 16 13 1 Male Yes 0 96 73.88 10 12 1 Male Yes 0
152 38.42 18 18 2 Male Yes 0 138 8.87 10 12 2 Male Yes 0
101 30.54 10 10 1 Female No 0 143 22.66 10 10 3 Male Yes 10
107 28.57 17 12 1 Male Yes 0 135 6.9 10 8 2 Male Yes 0
136 64.03 16 14 4 Female Yes 0 98 8.87 10 12 1 Female Yes 0
120 28.57 7 9 2 Female Yes 0 138 54.18 10 16 1 Male Yes 0
127 16.75 17 18 1 Male Yes 0 119 38.42 10 12 1 Female Yes 0
123 16.75 -999 8 3 Male Yes 0 140 30.54 10 12 2 Male Yes 20
135 14.78 14 12 3 Male Yes 0 120 38.42 10 11 1 Male Yes 10
86 64.03 14 15 1 Male No 0 110 64.03 10 12 1 Female Yes 0
97 128.05 16 16 1 Male Yes 0 98 64.03 10 11 2 Female Yes 10
93 14.78 14 12 1 Male No 10 132 20.69 10 11 1 Male Yes 0
96 54.18 18 12 1 Female No 0 109 6.9 10 12 2 Male Yes 0
109 26.6 8 8 2 Female Yes 10 123 16.75 10 10 1 Female Yes 0
117 54.18 12 11 1 Male No 0 97 93.58 10 13 1 Female Yes 10
115 36.45 9 12 1 Female Yes 0 122 26.6 10 11 1 Female Yes 0
121 44.33 11 12 1 Male Yes 20 78 18.72 10 6 2 Male Yes 0
114 128.05 18 17 2 Female Yes 0 131 54.18 10 9 2 Female Yes 0
118 44.33 12 6 1 Female Yes 0 99 44.33 10 12 2 Female No 10
134 83.73 16 16 1 Female Yes 0 121 38.42 10 10 1 Female Yes 0
156 73.88 18 15 1 Male Yes 0 114 38.42 10 12 1 Female Yes 0
139 22.66 12 12 2 Female Yes 3 125 36.45 10 16 2 Female Yes 0
136 128.05 18 18 2 Male Yes 0 114 24.63 10 10 1 Female Yes 0
115 14.78 8 11 1 Male No 0 93 18.72 10 12 1 Male Yes 0
23 44.33 12 12 1 Male No 0 130 32.51 10 12 1 Female Yes 0
135 128.05 13 12 1 Female Yes 0 91 44.33 10 14 1 Female No 6
106 54.18 12 13 1 Male No 10 133 22.66 10 12 1 Male No 0
116 14.78 -999 10 2 Male No 0 143 83.73 10 14 1 Female Yes 0
147 128.05 13 16 1 Male Yes 0 105 24.63 10 10 1 Female Yes 0
115 16.75 -999 10 3 Female Yes 0 111 24.63 10 11 2 Female Yes 0
85 24.63 12 12 3 Female Yes 0 96 44.33 10 10 2 Female Yes 40
102 73.88 12 17 1 Male Yes 0 138 44.33 10 12 1 Female Yes 0
122 28.57 11 12 1 Female Yes 0 116 128.05 10 12 1 Male No 0
109 128.05 17 16 1 Male No 0 97 44.33 10 12 1 Female Yes 0
97 73.88 11 11 2 Female Yes 20 126 44.33 10 14 1 Male No 0
136 54.18 13 17 2 Female Yes 0 112 44.33 10 12 1 Male Yes 10
131 128.05 18 12 1 Female Yes 0 104 10.84 10 10 2 Male Yes 15
116 64.03 14 12 1 Male Yes 0 124 64.03 10 11 2 Male Yes 20
86 12.81 -999 12 1 Male Yes 0 123 54.18 10 12 1 Male Yes 0
155 128.05 13 16 2 Male Yes 0 130 2.96 10 11 3 Female No 0
122 12.81 -999 10 1 Male Yes 40 140 6.9 11 12 2 Male No 0
105 128.05 18 16 1 Female Yes 0 107 44.33 11 12 2 Female Yes 0
131 128.05 16 16 1 Male Yes 0 156 73.88 11 11 1 Female Yes 0
126 14.78 -999 11 3 Female No 0 124 4.93 11 12 2 Male No 0
127 34.48 8 10 1 Male Yes 0 104 54.18 11 10 2 Female No 0
125 54.18 18 18 1 Male Yes 0 131 22.66 11 9 1 Male Yes 0
98 73.88 17 16 1 Male No 0 121 44.33 11 12 1 Male Yes 20
144 44.33 12 13 4 Female No 0 122 28.57 11 12 1 Female Yes 0
91 44.33 12 13 1 Female No 0 97 73.88 11 11 2 Female Yes 20
106 128.05 13 16 1 Female Yes 0 144 4.93 11 12 1 Male Yes 0
128 83.73 12 12 2 Male Yes 0 135 54.18 11 13 2 Male Yes 0
144 4.93 11 12 1 Male Yes 0 114 44.33 11 6 1 Male Yes 0
91 20.69 -999 10 4 Female No 0 118 93.58 11 10 2 Male Yes 20
122 83.73 16 12 2 Male Yes 0 110 26.6 11 11 3 Female Yes 10
139 28.57 10 12 1 Female Yes 0 108 64.03 11 12 2 Female Yes 0
126 83.73 10 12 1 Female Yes 0 111 0.99 11 10 1 Male Yes 15
107 64.03 18 18 1 Male Yes 0 91 24.63 11 11 1 Male Yes 20
79 6.9 -999 12 3 Male Yes 0 92 14.78 11 9 4 Female No 8
102 83.73 15 12 1 Male Yes 0 137 54.18 11 12 1 Male Yes 0
126 30.54 12 16 1 Male Yes 0 109 18.72 11 11 1 Female Yes 0
120 64.03 12 12 1 Female No 0 108 14.78 11 11 1 Male No 0
101 38.42 12 12 1 Male No 0 140 54.18 11 12 2 Male Yes 0
131 83.73 12 12 5 Male Yes 0 121 128.05 11 12 1 Female Yes 0
128 128.05 12 14 2 Female Yes 0 97 26.6 11 12 5 Female Yes 0
142 26.6 13 12 1 Male No 0 128 44.33 11 14 1 Female No 0
144 54.18 12 12 1 Male Yes 0 98 34.48 11 12 3 Female Yes 0
58 83.73 16 15 3 Female Yes 0 139 38.42 11 10 4 Female Yes 0
88 10.84 -999 12 1 Male No 0 117 93.58 11 12 1 Male Yes 0
123 10.84 -999 12 1 Female No 0 122 16.75 11 12 4 Male No 0
146 128.05 16 13 2 Female Yes 0 138 64.03 11 11 2 Female Yes 0
135 44.33 9 13 1 Male No 0 50 10.84 11 12 1 Male Yes 8
125 36.45 12 12 1 Female Yes 0 75 44.33 11 12 3 Male Yes 20
125 54.18 -999 12 1 Female No 0 108 44.33 11 12 2 Male Yes 0
99 128.05 18 16 1 Male No 0 117 34.48 11 14 1 Male No 0
120 64.03 12 12 1 Male Yes 4 119 44.33 11 11 1 Male Yes 0
114 44.33 5 7 2 Female No 0 107 83.73 11 12 1 Female Yes 0
88 73.88 12 12 1 Female Yes 0 114 32.51 11 9 2 Female Yes 10
106 128.05 18 15 1 Male Yes 0 97 12.81 11 10 2 Male Yes 2
123 2.96 -999 13 2 Female No 0 129 24.63 11 12 2 Male Yes 20
135 54.18 11 13 2 Male Yes 0 103 44.33 11 12 3 Female Yes 20
116 93.58 16 12 2 Male Yes 0 159 6.9 11 12 2 Female Yes 0
128 64.03 14 13 3 Male Yes 0 109 2.96 11 12 1 Female No 0
111 128.05 16 15 1 Female No 0 117 36.45 11 10 3 Female Yes 15
123 16.75 -999 14 1 Female Yes 0 112 22.66 11 10 5 Male Yes 0
115 128.05 15 17 3 Male Yes 0 109 0.99 11 8 1 Male Yes 10
167 54.18 12 12 2 Male Yes 0 130 26.6 11 12 1 Male Yes 0
82 73.88 -999 12 2 Female No 0 127 30.54 11 7 3 Female Yes 0
121 73.88 18 16 2 Male Yes 0 128 64.03 11 12 1 Male Yes 0
114 44.33 11 6 1 Male Yes 0 104 28.57 11 11 2 Male Yes 20
116 73.88 13 15 1 Male Yes 0 64 54.18 11 12 1 Female Yes 20
141 16.75 -999 12 2 Male Yes 5 132 73.88 11 16 2 Male Yes 0
141 83.73 13 12 2 Male Yes 0 155 32.51 11 12 3 Male Yes 0
120 128.05 16 16 2 Female Yes 0 135 34.48 11 12 1 Male Yes 0
110 24.63 12 13 1 Female Yes 0 108 0.99 11 12 2 Male Yes 0
120 54.18 13 14 1 Female Yes 0 145 93.58 11 12 1 Male Yes 0
125 54.18 14 18 2 Male Yes 0 91 18.72 11 12 2 Female Yes 0
82 128.05 15 11 2 Female No 0 130 64.03 11 12 3 Male Yes 0
141 44.33 12 12 1 Female Yes 0 128 16.75 11 10 1 Male Yes 0
144 36.45 7 8 2 Male Yes 0 176 44.33 11 16 1 Male No 0
102 26.6 12 12 2 Female Yes 0 100 32.51 11 12 3 Female No 0
121 36.45 12 10 1 Male Yes 0 128 44.33 11 13 1 Female Yes 20
80 54.18 14 12 1 Female No 0 115 44.33 11 13 2 Male Yes 15
106 44.33 12 12 2 Female Yes 0 119 30.54 11 13 2 Female Yes 0
116 128.05 15 12 1 Female Yes 0 102 34.48 11 10 2 Male Yes 20
116 64.03 12 12 1 Female Yes 10 131 0.99 12 12 2 Female No 0
123 44.33 13 13 2 Male Yes 0 141 128.05 12 13 1 Female Yes 0
132 73.88 12 15 1 Female Yes 0 152 44.33 12 10 1 Male Yes 0
118 93.58 11 10 2 Male Yes 20 119 14.78 12 10 2 Male No 20
131 128.05 18 17 2 Male Yes 0 135 54.18 12 12 1 Female Yes 0
152 64.03 18 14 1 Male No 0 138 36.45 12 10 1 Female Yes 0
120 20.69 4 12 3 Male Yes 0 109 26.6 12 12 1 Male Yes 0
145 44.33 12 12 1 Female Yes 0 126 30.54 12 12 2 Male No 0
124 73.88 14 16 1 Male No 0 118 14.78 12 14 6 Male No 0
142 128.05 18 9 1 Male Yes 0 86 54.18 12 14 2 Female No 0
117 128.05 16 18 2 Female Yes 0 121 54.18 12 17 2 Female Yes 0
100 20.69 12 7 1 Female Yes 0 101 54.18 12 16 2 Male No 0
120 64.03 16 13 1 Male Yes 0 104 20.69 12 12 1 Male Yes 0
145 64.03 16 13 1 Male Yes 0 107 44.33 12 12 2 Male Yes 0
123 128.05 18 16 1 Male Yes 0 129 26.6 12 12 1 Female No 0
166 93.58 17 14 2 Male Yes 0 112 64.03 12 12 2 Male Yes 0
103 64.03 13 14 2 Female Yes 8 124 44.33 12 12 1 Male Yes 0
133 12.81 -999 10 2 Male Yes 0 114 128.05 12 12 1 Female Yes 0
112 24.63 5 7 2 Female No 0 131 128.05 12 12 2 Male Yes 0
119 93.58 14 11 1 Male Yes 0 115 64.03 12 9 1 Male Yes 0
123 38.42 12 12 1 Male Yes 0 106 128.05 12 12 1 Male Yes 0
107 14.78 7 -999 1 Female Yes 0 84 22.66 12 12 1 Male Yes 0
145 16.75 8 9 3 Male Yes 0 132 34.48 12 12 2 Male No 0
133 38.42 -999 14 1 Female Yes 0 108 44.33 12 12 2 Female Yes 0
146 128.05 16 13 4 Male Yes 0 127 64.03 12 14 2 Male Yes 0
134 64.03 12 14 1 Female Yes 0 122 54.18 12 12 1 Female Yes 0
140 128.05 14 14 1 Male Yes 0 97 54.18 12 12 2 Male Yes 0
95 38.42 10 12 3 Female No 0 117 30.54 12 12 1 Male Yes 0
126 34.48 13 13 2 Female No 0 117 54.18 12 11 1 Male No 0
134 54.18 12 15 1 Female Yes 0 118 44.33 12 6 1 Female Yes 0
64 24.63 6 7 1 Male Yes 0 139 22.66 12 12 2 Female Yes 3
119 54.18 -999 15 1 Female Yes 4 23 44.33 12 12 1 Male No 0
140 64.03 13 16 2 Male Yes 0 106 54.18 12 13 1 Male No 10
120 44.33 6 6 3 Female Yes 0 85 24.63 12 12 3 Female Yes 0
103 36.45 13 14 2 Female Yes 0 102 73.88 12 17 1 Male Yes 0
68 64.03 12 12 2 Male Yes 20 144 44.33 12 13 4 Female No 0
97 83.73 14 12 1 Female No 0 91 44.33 12 13 1 Female No 0
120 73.88 12 12 2 Female Yes 0 128 83.73 12 12 2 Male Yes 0
121 64.03 15 14 1 Female Yes 0 126 30.54 12 16 1 Male Yes 0
130 18.72 -999 8 2 Male Yes 0 120 64.03 12 12 1 Female No 0
115 30.54 12 12 1 Female Yes 10 101 38.42 12 12 1 Male No 0
112 128.05 16 18 2 Male No 0 131 83.73 12 12 5 Male Yes 0
120 128.05 12 12 1 Male Yes 0 128 128.05 12 14 2 Female Yes 0
103 44.33 13 13 3 Female Yes 12 144 54.18 12 12 1 Male Yes 0
100 64.03 12 12 1 Female Yes 0 125 36.45 12 12 1 Female Yes 0
117 128.05 13 16 1 Female Yes 0 120 64.03 12 12 1 Male Yes 4
126 128.05 18 18 1 Female Yes 0 88 73.88 12 12 1 Female Yes 0
142 10.84 -999 13 2 Male Yes 0 167 54.18 12 12 2 Male Yes 0
120 44.33 12 13 1 Male No 0 110 24.63 12 13 1 Female Yes 0
111 26.6 3 4 5 Male No 0 141 44.33 12 12 1 Female Yes 0
152 128.05 12 12 2 Male Yes 0 102 26.6 12 12 2 Female Yes 0
124 128.05 18 17 1 Female Yes 0 121 36.45 12 10 1 Male Yes 0
146 54.18 13 12 2 Male Yes 0 106 44.33 12 12 2 Female Yes 0
102 54.18 15 16 1 Male Yes 0 116 64.03 12 12 1 Female Yes 10
129 54.18 12 6 2 Male Yes 0 132 73.88 12 15 1 Female Yes 0
125 20.69 12 12 3 Male Yes 0 145 44.33 12 12 1 Female Yes 0
126 18.72 16 14 3 Female No 0 100 20.69 12 7 1 Female Yes 0
101 0.99 -999 3 1 Female Yes 0 123 38.42 12 12 1 Male Yes 0
113 64.03 16 12 2 Male Yes 0 134 64.03 12 14 1 Female Yes 0
136 38.42 12 12 3 Female No 0 134 54.18 12 15 1 Female Yes 0
101 83.73 5 9 4 Female Yes 0 68 64.03 12 12 2 Male Yes 20
106 128.05 18 18 1 Male Yes 0 120 73.88 12 12 2 Female Yes 0
100 128.05 16 18 2 Female Yes 0 115 30.54 12 12 1 Female Yes 10
130 83.73 15 14 1 Female Yes 0 120 128.05 12 12 1 Male Yes 0
136 73.88 17 12 3 Female No 0 100 64.03 12 12 1 Female Yes 0
100 12.81 -999 10 2 Male No 0 120 44.33 12 13 1 Male No 0
122 128.05 16 16 1 Female Yes 0 152 128.05 12 12 2 Male Yes 0
90 2.96 -999 11 1 Female No 0 129 54.18 12 6 2 Male Yes 0
94 128.05 13 12 1 Female Yes 0 125 20.69 12 12 3 Male Yes 0
108 64.03 9 13 1 Male Yes 0 136 38.42 12 12 3 Female No 0
107 128.05 18 18 2 Male Yes 0 106 36.45 12 12 1 Female Yes 0
119 34.48 13 12 4 Male Yes 20 113 26.6 12 12 2 Male Yes 0
106 36.45 12 12 1 Female Yes 0 132 20.69 12 12 1 Male Yes 0
113 26.6 12 12 2 Male Yes 0 123 20.69 12 12 1 Male Yes 0
132 20.69 12 12 1 Male Yes 0 115 12.81 12 12 3 Female No 20
99 36.45 13 9 3 Female No 0 139 44.33 12 13 1 Male Yes 0
110 26.6 11 11 3 Female Yes 10 125 93.58 12 13 1 Male Yes 0
76 64.03 13 18 1 Female Yes 10 120 64.03 12 12 2 Male No 4
123 30.54 13 12 1 Male Yes 0 113 64.03 12 12 1 Male Yes 1
123 20.69 12 12 1 Male Yes 0 133 28.57 12 12 2 Male No 0
129 64.03 15 12 1 Male Yes 0 111 54.18 12 14 1 Female Yes 0
95 26.6 -999 11 3 Male No 0 144 44.33 12 12 1 Male Yes 0
118 32.51 -999 13 2 Male Yes 0 107 28.57 12 10 1 Female No 0
115 12.81 12 12 3 Female No 20 124 44.33 12 12 3 Female Yes 0
133 16.75 -999 11 1 Male Yes 0 145 128.05 12 12 1 Male Yes 0
139 44.33 12 13 1 Male Yes 0 140 44.33 12 14 1 Female Yes 0
124 54.18 16 18 2 Male Yes 0 135 20.69 12 14 3 Male No 0
60 24.63 -999 10 1 Male Yes 20 130 44.33 12 12 2 Female Yes 0
87 38.42 14 12 1 Female Yes 0 134 30.54 12 12 1 Male No 0
130 128.05 18 16 1 Male Yes 0 141 44.33 12 12 2 Male Yes 0
110 128.05 13 16 1 Male Yes 0 98 54.18 12 12 2 Male Yes 0
73 30.54 15 12 1 Female No 0 93 93.58 12 17 1 Male Yes 0
126 73.88 14 11 1 Male Yes 0 110 128.05 12 14 2 Female Yes 0
125 93.58 12 13 1 Male Yes 0 98 54.18 12 12 2 Female Yes 12
166 93.58 10 13 2 Female Yes 0 98 93.58 12 13 2 Female No 0
122 73.88 13 13 1 Female Yes 0 71 73.88 12 12 2 Female Yes 15
120 64.03 12 12 2 Male No 4 122 64.03 12 12 1 Female Yes 10
143 128.05 17 16 2 Female Yes 0 128 83.73 12 12 2 Female Yes 0
122 54.18 14 12 2 Male Yes 0 141 38.42 12 12 1 Female Yes 0
106 128.05 18 16 2 Male Yes 0 117 28.57 12 12 1 Female Yes 0
126 128.05 18 18 2 Female Yes 0 130 10.84 12 9 1 Female Yes 10
156 64.03 16 14 1 Female Yes 0 160 44.33 12 13 2 Male No 0
129 44.33 -999 8 1 Male Yes 0 110 64.03 12 12 2 Male Yes 0
120 34.48 8 6 3 Female No 0 106 54.18 12 12 1 Female Yes 0
113 64.03 12 12 1 Male Yes 1 105 34.48 12 12 1 Female No 0
81 128.05 17 15 2 Female Yes 0 112 36.45 12 12 1 Male Yes 0
83 73.88 16 14 1 Female Yes 0 120 38.42 12 12 2 Male Yes 0
129 73.88 -999 12 1 Female No 0 149 38.42 12 12 3 Female Yes 0
133 28.57 12 12 2 Male No 0 161 44.33 12 12 1 Male Yes 0
112 36.45 16 16 2 Female Yes 20 119 8.87 12 12 2 Male Yes 0
119 128.05 14 13 1 Male Yes 0 116 83.73 12 13 1 Female Yes 0
139 93.58 16 12 1 Female Yes 0 93 73.88 12 12 1 Female Yes 0
111 54.18 12 14 1 Female Yes 0 110 44.33 12 12 1 Female Yes 0
81 54.18 13 12 4 Female Yes 40 129 54.18 12 12 2 Female Yes 0
127 54.18 16 12 2 Female Yes 0 106 64.03 12 12 1 Female Yes 0
119 44.33 10 11 1 Female Yes 0 130 44.33 12 12 1 Male Yes 0
107 64.03 15 12 3 Female No 0 111 54.18 12 12 1 Male Yes 0
98 6.9 -999 10 2 Female No 20 115 54.18 12 12 3 Male Yes 0
113 36.45 14 13 1 Female Yes 10 113 44.33 12 14 1 Female Yes 0
104 38.42 16 16 1 Male No 0 145 83.73 12 12 1 Female Yes 0
108 64.03 11 12 2 Female Yes 0 136 44.33 12 13 3 Male Yes 0
144 44.33 12 12 1 Male Yes 0 120 32.51 12 12 1 Female Yes 0
110 128.05 16 14 3 Male Yes 0 30 44.33 12 12 1 Female No 0
138 128.05 16 13 1 Female Yes 0 122 44.33 12 10 3 Male Yes 0
107 28.57 12 10 1 Female No 0 115 54.18 12 14 1 Female Yes 0
128 128.05 13 13 1 Female Yes 0 134 93.58 12 12 1 Female Yes 0
144 28.57 14 12 1 Male Yes 10 127 44.33 12 10 1 Female Yes 0
136 73.88 16 16 2 Male No 0 145 93.58 12 12 3 Female Yes 0
110 26.6 -999 14 1 Male Yes 0 106 36.45 12 13 1 Female Yes 0
105 8.87 -999 10 1 Male Yes 20 104 54.18 12 11 3 Female Yes 15
124 44.33 12 12 3 Female Yes 0 107 44.33 12 12 3 Male No 0
117 73.88 17 16 1 Male Yes 0 123 36.45 12 10 2 Female Yes 0
145 128.05 12 12 1 Male Yes 0 134 36.45 12 12 3 Male Yes 0
96 22.66 -999 12 5 Male No 0 113 36.45 12 12 1 Male Yes 0
140 44.33 12 14 1 Female Yes 0 120 12.81 12 12 1 Male Yes 0
101 128.05 14 16 1 Male Yes 0 112 54.18 12 13 1 Female Yes 0
148 73.88 16 12 3 Male Yes 0 112 83.73 12 12 3 Female No 0
135 20.69 12 14 3 Male No 0 139 73.88 12 12 2 Female Yes 0
120 73.88 16 14 1 Female Yes 0 90 28.57 12 14 2 Female No 20
130 44.33 12 12 2 Female Yes 0 112 36.45 12 12 1 Male No 0
134 30.54 12 12 1 Male No 0 71 83.73 12 12 2 Female Yes 0
128 128.05 16 15 1 Male Yes 0 124 64.03 12 12 2 Female Yes 0
111 0.99 11 10 1 Male Yes 15 100 44.33 12 12 1 Female Yes 0
128 64.03 10 12 3 Female No 0 112 36.45 12 14 1 Male No 5
134 20.69 10 12 1 Male Yes 0 107 44.33 12 12 2 Female No 0
141 44.33 12 12 2 Male Yes 0 148 128.05 12 16 1 Female Yes 0
115 93.58 14 12 1 Female Yes 0 131 64.03 12 16 3 Male Yes 0
98 54.18 12 12 2 Male Yes 0 105 54.18 12 14 1 Male Yes 0
118 128.05 17 16 1 Female Yes 0 112 36.45 12 12 1 Male Yes 0
130 93.58 16 18 1 Female No 0 136 64.03 12 12 1 Male Yes 0
136 8.87 -999 12 2 Male No 0 110 38.42 12 12 1 Female Yes 0
129 16.75 -999 12 1 Male No 0 124 54.18 12 10 3 Male No 0
93 93.58 12 17 1 Male Yes 0 136 93.58 12 12 1 Male Yes 0
91 24.63 11 11 1 Male Yes 20 120 44.33 12 14 1 Male No 0
110 128.05 12 14 2 Female Yes 0 122 34.48 12 12 1 Female Yes 0
112 18.72 -999 10 1 Female Yes 0 119 128.05 12 13 1 Female Yes 10
112 73.88 14 12 3 Male Yes 20 104 26.6 12 10 1 Female Yes 0
98 54.18 12 12 2 Female Yes 12 138 83.73 12 13 1 Female Yes 6
147 128.05 14 14 2 Female Yes 0 114 18.72 12 12 1 Female No 0
92 14.78 11 9 4 Female No 8 110 83.73 12 12 1 Female Yes 0
98 128.05 14 12 1 Female No 0 106 73.88 12 15 1 Male Yes 0
98 93.58 12 13 2 Female No 0 130 38.42 12 12 1 Female Yes 0
137 128.05 16 16 1 Female Yes 0 102 83.73 12 12 4 Female Yes 5
113 83.73 15 16 1 Male Yes 0 112 54.18 12 11 1 Male Yes 0
137 54.18 11 12 1 Male Yes 0 124 128.05 12 12 2 Female Yes 20
71 73.88 12 12 2 Female Yes 15 139 128.05 12 12 1 Male Yes 2
129 93.58 16 16 1 Female Yes 0 137 54.18 12 14 2 Female Yes 0
149 4.93 -999 9 3 Female No 10 102 44.33 12 12 1 Male Yes 0
124 14.78 -999 12 1 Female Yes 0 132 54.18 12 12 3 Female Yes 0
138 12.81 -999 12 1 Female Yes 0 141 73.88 12 12 1 Male Yes 1
128 73.88 13 12 1 Male Yes 0 117 64.03 12 13 1 Male Yes 0
122 64.03 12 12 1 Female Yes 10 113 64.03 12 12 1 Male Yes 0
118 93.58 4 5 2 Female Yes 0 136 73.88 12 12 1 Female Yes 0
128 83.73 12 12 2 Female Yes 0 128 73.88 12 12 1 Female Yes 0
142 18.72 -999 8 3 Female No 20 150 64.03 12 12 1 Male Yes 0
127 93.58 18 17 1 Male Yes 0 111 44.33 12 12 1 Male No 0
112 128.05 18 18 2 Male Yes 0 101 32.51 12 12 2 Male Yes 10
113 44.33 14 14 1 Male No 0 124 44.33 12 12 1 Female Yes 0
112 83.73 14 14 1 Female Yes 0 123 128.05 12 12 3 Male Yes 0
82 73.88 14 14 2 Female Yes 0 94 26.6 12 12 1 Male Yes 10
141 38.42 12 12 1 Female Yes 0 155 54.18 12 10 5 Female Yes 0
107 83.73 16 15 3 Male Yes 0 109 83.73 12 14 2 Male Yes 0
117 28.57 12 12 1 Female Yes 0 99 128.05 12 12 1 Male Yes 0
127 73.88 16 16 1 Male Yes 0 102 10.84 12 11 1 Female Yes 20
133 14.78 18 13 1 Male No 0 74 128.05 12 12 2 Female Yes 0
118 73.88 18 18 1 Male No 0 128 4.93 12 12 2 Male No 0
144 64.03 14 12 1 Female Yes 0 104 26.6 12 12 1 Female Yes 0
109 18.72 11 11 1 Female Yes 0 103 128.05 12 12 1 Male Yes 0
79 128.05 14 13 3 Male Yes 0 119 54.18 12 10 2 Female Yes 0
124 64.03 16 13 1 Male Yes 0 106 64.03 12 13 2 Female Yes 0
130 10.84 12 9 1 Female Yes 10 112 54.18 12 12 1 Female Yes 0
271 83.73 14 14 1 Female Yes 0 145 93.58 12 17 1 Male Yes 0
160 44.33 12 13 2 Male No 0 80 73.88 12 12 2 Female Yes 0
127 83.73 14 17 1 Male Yes 0 136 128.05 12 12 3 Male Yes 0
108 14.78 11 11 1 Male No 0 114 44.33 12 12 1 Male Yes 8
90 26.6 -999 16 1 Female No 0 81 73.88 12 12 2 Male No 0
140 54.18 11 12 2 Male Yes 0 125 24.63 12 15 1 Male Yes 0
126 83.73 17 13 1 Female Yes 0 135 36.45 12 12 2 Female Yes 0
110 64.03 12 12 2 Male Yes 0 143 54.18 12 12 3 Female Yes 0
127 64.03 17 12 1 Male Yes 0 153 128.05 12 16 1 Male Yes 0
101 10.84 -999 12 2 Male No 0 148 54.18 12 12 1 Female Yes 10
92 93.58 18 16 3 Female Yes 0 117 54.18 12 12 1 Male Yes 0
121 93.58 8 13 1 Male Yes 0 104 28.57 12 12 1 Male Yes 0
102 83.73 18 16 1 Male Yes 0 117 30.54 12 12 1 Male Yes 0
125 73.88 8 10 1 Male Yes 0 141 64.03 12 12 2 Female Yes 0
141 64.03 14 15 1 Male Yes 0 138 64.03 12 10 2 Female Yes 0
121 128.05 11 12 1 Female Yes 0 144 16.75 12 12 1 Female Yes 0
127 93.58 16 16 1 Male Yes 0 127 93.58 12 12 1 Male Yes 0
119 83.73 13 14 1 Male Yes 0 92 34.48 12 12 1 Female Yes 20
106 54.18 12 12 1 Female Yes 0 126 54.18 12 16 2 Male Yes 0
105 34.48 12 12 1 Female No 0 115 73.88 12 16 1 Female Yes 0
104 36.45 6 11 1 Female No 0 128 93.58 12 9 2 Female Yes 0
131 83.73 17 15 1 Male Yes 0 94 44.33 12 10 1 Male Yes 10
96 73.88 10 12 1 Male Yes 0 117 54.18 12 12 1 Female Yes 0
141 83.73 16 14 1 Female Yes 0 130 128.05 12 11 1 Male Yes 0
93 64.03 9 11 1 Female Yes 0 121 24.63 12 12 2 Male Yes 0
114 4.93 -999 12 1 Female No 0 98 93.58 12 14 1 Male Yes 0
112 36.45 12 12 1 Male Yes 0 121 83.73 12 16 2 Male Yes 0
138 8.87 10 12 2 Male Yes 0 144 44.33 12 12 1 Female Yes 0
136 44.33 14 14 2 Male Yes 0 124 36.45 12 12 5 Female Yes 0
113 8.87 -999 12 3 Female Yes 20 100 64.03 12 12 2 Female Yes 7
105 54.18 16 12 1 Male Yes 0 138 30.54 12 14 3 Male Yes 0
120 38.42 12 12 2 Male Yes 0 109 73.88 12 16 4 Female Yes 0
35 54.18 16 16 1 Female Yes 0 125 18.72 12 12 2 Male Yes 0
149 38.42 12 12 3 Female Yes 0 118 44.33 12 6 3 Male Yes 15
122 36.45 15 13 1 Male Yes 0 114 83.73 12 17 1 Male Yes 0
146 44.33 13 15 1 Male Yes 0 149 30.54 12 12 1 Male No 0
161 44.33 12 12 1 Male Yes 0 123 128.05 12 16 1 Male Yes 0
142 2.96 -999 12 3 Male Yes 20 58 20.69 12 11 1 Male Yes 0
119 8.87 12 12 2 Male Yes 0 113 54.18 12 12 2 Male Yes 0
83 6.9 -999 12 2 Female No 4 118 54.18 12 16 2 Male Yes 0
136 6.9 -999 14 1 Male No 0 88 32.51 12 12 1 Male Yes 5
116 83.73 12 13 1 Female Yes 0 132 73.88 12 12 3 Male No 0
93 73.88 12 12 1 Female Yes 0 122 64.03 12 10 2 Male Yes 0
110 44.33 12 12 1 Female Yes 0 104 44.33 12 13 1 Female Yes 20
124 73.88 16 17 2 Female Yes 0 115 93.58 12 11 3 Female Yes 10
123 30.54 9 12 2 Male No 0 159 54.18 12 12 1 Male Yes 10
129 54.18 12 12 2 Female Yes 0 133 128.05 12 17 1 Female Yes 0
106 64.03 12 12 1 Female Yes 0 136 128.05 12 12 2 Male Yes 0
130 44.33 12 12 1 Male Yes 0 133 128.05 12 14 2 Male Yes 0
111 54.18 12 12 1 Male Yes 0 94 64.03 12 12 2 Male Yes 0
115 54.18 12 12 3 Male Yes 0 123 54.18 12 12 1 Female Yes 0
110 8.87 -999 12 1 Male No 0 144 44.33 12 16 2 Male No 0
117 54.18 18 16 2 Female Yes 0 90 64.03 12 10 1 Male Yes 0
113 44.33 12 14 1 Female Yes 0 87 44.33 12 12 1 Male Yes 15
114 54.18 14 13 1 Male Yes 0 133 83.73 12 14 2 Female Yes 0
146 38.42 14 13 1 Male Yes 0 117 83.73 12 13 2 Male Yes 0
98 8.87 -999 12 2 Male Yes 20 89 73.88 12 14 1 Female Yes 3
143 22.66 10 10 3 Male Yes 10 132 128.05 12 12 3 Female Yes 0
116 54.18 18 17 1 Male Yes 0 130 64.03 12 12 1 Male Yes 0
116 73.88 13 14 1 Male Yes 30 125 44.33 12 14 1 Male Yes 0
75 12.81 16 13 2 Female Yes 0 125 38.42 12 14 3 Female Yes 0
139 64.03 13 13 1 Female Yes 0 106 54.18 12 14 2 Male Yes 0
120 36.45 14 14 1 Male Yes 0 129 93.58 12 14 1 Male Yes 0
146 64.03 15 16 1 Female Yes 0 110 83.73 12 16 3 Female Yes 0
145 83.73 12 12 1 Female Yes 0 112 38.42 12 13 1 Male Yes 0
136 44.33 12 13 3 Male Yes 0 128 64.03 12 13 1 Female Yes 0
120 32.51 12 12 1 Female Yes 0 90 38.42 12 11 1 Male Yes 10
106 83.73 16 16 1 Male Yes 0 147 128.05 12 12 1 Male Yes 0
109 73.88 16 16 1 Female Yes 15 134 128.05 12 12 2 Female Yes 0
97 26.6 11 12 5 Female Yes 0 131 44.33 12 12 1 Male Yes 0
30 44.33 12 12 1 Female No 0 115 54.18 12 14 3 Male Yes 0
122 44.33 12 10 3 Male Yes 0 141 128.05 12 12 1 Female No 0
130 73.88 16 12 1 Male Yes 0 143 64.03 12 9 3 Female No 10
115 54.18 12 14 1 Female Yes 0 113 128.05 12 12 1 Male Yes 0
116 32.51 13 12 1 Male Yes 0 118 44.33 12 12 2 Female Yes 0
134 93.58 12 12 1 Female Yes 0 126 128.05 12 14 1 Male Yes 0
127 44.33 12 10 1 Female Yes 0 141 83.73 12 12 3 Female No 0
101 44.33 13 12 1 Female Yes 0 114 54.18 12 12 1 Male Yes 0
145 93.58 12 12 3 Female Yes 0 134 44.33 12 6 1 Male No 0
128 44.33 11 14 1 Female No 0 114 12.81 12 13 1 Male No 0
130 28.57 14 17 2 Male Yes 0 115 36.45 12 12 1 Female Yes 0
138 32.51 -999 14 2 Male Yes 0 104 18.72 12 12 1 Female Yes 0
133 28.57 14 16 3 Male Yes 0 143 26.6 12 12 1 Male Yes 0
106 36.45 12 13 1 Female Yes 0 106 20.69 12 13 2 Male No 0
135 6.9 10 8 2 Male Yes 0 139 30.54 12 12 4 Male No 0
104 54.18 12 11 3 Female Yes 15 103 24.63 12 8 1 Male No 10
107 44.33 12 12 3 Male No 0 98 44.33 12 12 1 Female Yes 0
98 34.48 11 12 3 Female Yes 0 135 54.18 12 10 1 Male Yes 10
123 36.45 12 10 2 Female Yes 0 128 38.42 12 12 1 Male Yes 10
96 0.99 17 16 2 Female No 0 139 22.66 12 12 3 Female Yes 0
119 34.48 16 14 1 Female Yes 0 102 83.73 12 13 1 Male Yes 0
134 36.45 12 12 3 Male Yes 0 146 128.05 12 12 1 Female Yes 0
83 0.99 -999 12 1 Female Yes 0 128 16.75 12 12 1 Female Yes 0
161 73.88 16 13 1 Male Yes 0 124 54.18 12 13 3 Male Yes 0
109 14.78 9 14 2 Male Yes 5 122 24.63 12 12 1 Male Yes 0
113 36.45 12 12 1 Male Yes 0 118 73.88 12 12 1 Male Yes 0
98 8.87 10 12 1 Female Yes 0 136 44.33 12 12 1 Male Yes 0
138 54.18 10 16 1 Male Yes 0 98 38.42 12 14 3 Female Yes 0
120 12.81 12 12 1 Male Yes 0 68 18.72 12 11 4 Female Yes 10
112 54.18 12 13 1 Female Yes 0 159 73.88 12 12 1 Male Yes 0
104 22.66 8 12 1 Male No 0 126 44.33 12 10 1 Female Yes 20
103 83.73 14 12 1 Male Yes 0 101 93.58 12 14 3 Female No 0
156 44.33 14 13 1 Female Yes 0 87 54.18 12 12 2 Male Yes 20
119 38.42 10 12 1 Female Yes 0 108 36.45 12 12 1 Male Yes 0
134 128.05 14 12 1 Female Yes 0 128 73.88 12 12 2 Female Yes 0
149 73.88 -999 12 2 Male Yes 0 128 93.58 12 12 1 Female Yes 0
106 83.73 16 12 2 Female Yes 0 117 73.88 12 12 1 Male Yes 0
112 83.73 12 12 3 Female No 0 109 64.03 12 12 1 Male Yes 0
139 73.88 12 12 2 Female Yes 0 144 28.57 12 12 2 Female Yes 0
137 93.58 18 16 1 Male Yes 0 120 30.54 12 12 1 Female No 0
90 28.57 12 14 2 Female No 20 134 93.58 12 12 1 Female Yes 0
137 64.03 16 14 2 Female Yes 0 147 34.48 12 12 2 Male Yes 0
140 30.54 10 12 2 Male Yes 20 83 54.18 12 9 2 Male No 20
126 64.03 14 12 2 Male Yes 0 91 64.03 12 12 1 Male No 0
112 36.45 12 12 1 Male No 0 124 128.05 12 14 2 Male Yes 0
60 4.93 -999 9 3 Male No 0 133 36.45 12 12 2 Male Yes 0
109 10.84 -999 12 1 Male No 0 144 83.73 12 12 2 Male Yes 0
129 93.58 18 12 4 Female Yes 0 91 128.05 12 16 1 Male Yes 0
104 6.9 -999 11 4 Male No 5 119 44.33 12 12 2 Male No 0
71 83.73 12 12 2 Female Yes 0 107 34.48 12 11 1 Female No 0
86 12.81 6 10 2 Female No 0 76 32.51 12 12 1 Female Yes 0
124 64.03 12 12 2 Female Yes 0 104 34.48 12 12 1 Female Yes 15
112 93.58 17 16 2 Female Yes 0 101 26.6 12 12 1 Male Yes 0
79 6.9 8 10 3 Male Yes 0 104 20.69 12 9 1 Female Yes 20
95 54.18 14 16 1 Female Yes 0 102 128.05 12 14 1 Female Yes 0
100 44.33 12 12 1 Female Yes 0 113 93.58 12 12 1 Female Yes 0
100 54.18 8 17 1 Male No 0 91 30.54 12 11 1 Female Yes 0
105 36.45 14 12 1 Male Yes 0 149 30.54 12 12 2 Female Yes 0
107 24.63 -999 12 2 Male No 20 103 34.48 12 12 2 Male Yes 10
141 0.99 -999 11 1 Male No 0 144 30.54 12 14 1 Male Yes 0
142 2.96 -999 14 1 Male No 0 128 36.45 12 12 2 Female Yes 0
99 73.88 14 12 2 Female Yes 5 137 54.18 12 12 1 Female Yes 0
112 36.45 12 14 1 Male No 5 101 38.42 12 11 1 Female No 15
107 44.33 12 12 2 Female No 0 101 44.33 12 12 1 Female Yes 0
147 93.58 13 15 1 Male Yes 0 116 12.81 12 10 1 Male No 0
94 128.05 14 16 1 Female Yes 0 133 20.69 12 12 1 Female Yes 0
148 128.05 12 16 1 Female Yes 0 122 44.33 12 12 1 Male Yes 0
91 22.66 8 10 1 Male Yes 30 128 16.75 12 9 5 Male Yes 0
131 64.03 12 16 3 Male Yes 0 141 2.96 12 12 1 Male Yes 0
102 44.33 8 6 1 Female Yes 0 111 44.33 12 12 2 Male Yes 0
161 64.03 16 12 2 Female Yes 0 123 54.18 12 12 1 Female Yes 0
120 128.05 15 13 2 Male Yes 0 128 73.88 12 14 1 Female Yes 0
105 54.18 12 14 1 Male Yes 0 98 73.88 12 16 1 Female Yes 0
112 36.45 12 12 1 Male Yes 0 119 83.73 12 12 2 Male Yes 0
130 73.88 16 16 2 Male Yes 0 100 44.33 12 12 1 Male No 0
136 64.03 12 12 1 Male Yes 0 120 4.93 12 12 1 Male Yes 0
110 38.42 12 12 1 Female Yes 0 104 12.81 12 12 1 Male Yes 20
124 44.33 13 13 1 Male Yes 0 170 73.88 12 12 1 Female Yes 0
124 54.18 12 10 3 Male No 0 132 128.05 12 14 2 Male Yes 0
134 44.33 13 12 2 Female Yes 0 126 93.58 12 12 1 Female Yes 0
136 93.58 12 12 1 Male Yes 0 103 54.18 12 12 2 Female Yes 0
120 44.33 12 14 1 Male No 0 112 64.03 12 17 1 Male Yes 0
108 36.45 -999 12 3 Male No 0 117 83.73 12 14 1 Female Yes 20
122 34.48 12 12 1 Female Yes 0 131 34.48 12 12 1 Male Yes 0
137 36.45 -999 15 1 Female Yes 0 115 83.73 12 12 1 Male Yes 0
119 128.05 12 13 1 Female Yes 10 118 38.42 12 12 1 Female Yes 10
144 64.03 13 18 3 Male Yes 0 106 64.03 12 12 4 Male Yes 0
128 93.58 18 18 3 Female Yes 0 126 12.81 12 12 2 Male Yes 0
104 26.6 12 10 1 Female Yes 0 89 83.73 12 14 1 Female Yes 0
118 64.03 13 16 1 Female Yes 0 109 54.18 12 12 1 Female Yes 0
93 128.05 14 18 2 Male Yes 0 100 44.33 12 11 2 Female Yes 0
138 83.73 12 13 1 Female Yes 6 157 73.88 12 14 1 Male Yes 0
135 64.03 13 13 2 Male Yes 0 126 22.66 12 12 2 Female No 0
128 83.73 14 16 1 Male No 0 98 36.45 12 12 1 Female No 0
118 73.88 16 18 1 Female Yes 0 134 44.33 12 16 1 Female Yes 0
114 18.72 12 12 1 Female No 0 84 44.33 12 12 2 Female Yes 0
120 73.88 16 14 2 Female Yes 0 117 54.18 12 12 3 Male Yes 0
113 128.05 18 18 1 Female Yes 0 113 38.42 12 13 1 Male Yes 0
110 83.73 12 12 1 Female Yes 0 146 93.58 12 13 2 Male Yes 0
106 73.88 12 15 1 Male Yes 0 115 128.05 12 2 1 Female Yes 0
125 18.72 -999 12 1 Male Yes 20 119 38.42 12 13 2 Female No 0
107 38.42 14 14 1 Male Yes 0 107 44.33 12 14 1 Male Yes 0
130 38.42 12 12 1 Female Yes 0 126 44.33 12 12 1 Female Yes 0
116 93.58 18 17 1 Male Yes 0 122 18.72 12 12 1 Male Yes 0
102 83.73 12 12 4 Female Yes 5 127 34.48 12 8 3 Male Yes 0
112 54.18 12 11 1 Male Yes 0 158 12.81 12 9 3 Female No 0
124 128.05 12 12 2 Female Yes 20 109 38.42 12 11 2 Male Yes 0
118 64.03 14 12 2 Female Yes 0 72 36.45 12 12 1 Female Yes 0
125 93.58 16 14 2 Male Yes 0 137 44.33 12 10 1 Female Yes 3
103 128.05 14 18 1 Female Yes 0 119 36.45 12 8 1 Male Yes 0
115 12.81 -999 12 2 Male Yes 0 137 24.63 12 10 1 Female Yes 0
136 83.73 13 14 2 Female Yes 0 128 38.42 12 12 1 Male No 0
120 38.42 10 11 1 Male Yes 10 115 34.48 12 14 3 Male Yes 0
139 128.05 12 12 1 Male Yes 2 139 18.72 12 12 2 Female No 0
137 54.18 12 14 2 Female Yes 0 120 28.57 12 8 1 Female Yes 5
120 73.88 15 16 1 Female Yes 5 119 44.33 12 13 2 Female Yes 0
113 54.18 15 15 1 Male Yes 0 136 93.58 12 16 1 Female Yes 0
102 44.33 12 12 1 Male Yes 0 117 0.99 12 9 2 Female Yes 0
132 54.18 12 12 3 Female Yes 0 134 44.33 12 14 1 Female Yes 0
141 73.88 12 12 1 Male Yes 1 128 38.42 12 12 1 Male Yes 15
119 44.33 16 12 2 Female Yes 0 128 30.54 12 9 2 Male No 0
103 54.18 13 12 2 Female Yes 20 122 54.18 12 13 1 Male No 0
117 64.03 12 13 1 Male Yes 0 160 32.51 12 12 2 Male Yes 0
113 64.03 12 12 1 Male Yes 0 115 73.88 12 12 1 Male Yes 0
136 73.88 12 12 1 Female Yes 0 131 14.78 12 12 1 Female No 0
128 73.88 12 12 1 Female Yes 0 118 44.33 12 12 2 Male Yes 0
110 38.42 16 15 1 Male Yes 0 114 64.03 12 12 1 Male Yes 0
110 128.05 18 18 1 Male Yes 0 133 8.87 12 10 1 Male Yes 5
123 128.05 14 13 1 Male Yes 0 86 2.96 12 9 1 Female No 10
150 64.03 12 12 1 Male Yes 0 107 32.51 12 12 2 Male Yes 0
117 83.73 18 18 2 Female Yes 0 123 36.45 12 12 1 Female Yes 0
142 44.33 14 13 2 Male Yes 0 114 64.03 12 14 1 Female No 0
111 44.33 12 12 1 Male No 0 142 44.33 12 16 2 Male Yes 0
101 32.51 12 12 2 Male Yes 10 132 18.72 12 9 5 Male Yes 0
124 44.33 12 12 1 Female Yes 0 151 128.05 12 14 1 Male Yes 0
120 44.33 18 18 1 Male No 0 111 16.75 12 12 2 Male Yes 15
123 128.05 12 12 3 Male Yes 0 120 44.33 12 12 1 Male Yes 0
94 26.6 12 12 1 Male Yes 10 155 44.33 12 12 1 Male Yes 0
110 64.03 10 12 1 Female Yes 0 124 44.33 12 12 1 Male Yes 0
87 73.88 18 18 1 Female Yes 0 125 20.69 12 12 1 Female Yes 0
109 73.88 15 16 1 Male Yes 0 129 34.48 12 9 5 Male Yes 0
112 54.18 -999 12 1 Female No 0 92 20.69 12 12 2 Female Yes 20
108 12.81 -999 12 3 Female No 20 137 44.33 12 16 1 Female Yes 0
139 38.42 11 10 4 Female Yes 0 68 64.03 12 12 1 Male Yes 0
104 64.03 16 16 1 Female Yes 0 101 64.03 12 14 1 Female Yes 0
121 44.33 -999 13 1 Female Yes 0 137 14.78 12 12 2 Male Yes 0
110 128.05 15 17 1 Female Yes 0 103 16.75 12 13 1 Male Yes 0
155 54.18 12 10 5 Female Yes 0 130 54.18 12 16 4 Female Yes 0
147 36.45 16 17 2 Female Yes 0 89 38.42 12 12 2 Male Yes 0
117 93.58 11 12 1 Male Yes 0 128 54.18 12 15 1 Male Yes 0
113 2.96 -999 12 1 Male No 0 102 30.54 12 12 1 Male Yes 0
136 83.73 13 12 2 Female Yes 0 132 54.18 12 12 2 Female Yes 0
105 2.96 -999 12 1 Female No 0 112 64.03 12 12 3 Male Yes 0
129 128.05 16 16 1 Male Yes 0 106 54.18 12 12 1 Female Yes 10
114 44.33 16 15 1 Male Yes 0 77 64.03 12 14 1 Female No 0
109 83.73 12 14 2 Male Yes 0 160 16.75 12 13 1 Male Yes 0
108 0.99 -999 12 3 Male No 0 104 93.58 12 12 1 Female Yes 0
142 93.58 16 16 1 Female Yes 0 110 38.42 12 10 1 Female Yes 0
99 128.05 12 12 1 Male Yes 0 137 128.05 12 14 1 Female Yes 0
79 22.66 -999 12 1 Male Yes 20 130 83.73 12 11 1 Female Yes 0
102 10.84 12 11 1 Female Yes 20 129 12.81 12 12 1 Female Yes 0
74 128.05 12 12 2 Female Yes 0 114 54.18 12 12 1 Female Yes 0
109 4.93 -999 12 1 Male No 3 111 28.57 12 8 1 Male Yes 0
142 128.05 18 16 3 Female Yes 0 192 64.03 12 14 2 Male Yes 0
98 64.03 10 11 2 Female Yes 10 87 128.05 12 10 1 Female Yes 5
128 4.93 12 12 2 Male No 0 98 30.54 12 12 1 Male No 0
107 93.58 17 12 1 Male Yes 0 108 73.88 12 14 1 Male Yes 0
97 10.84 -999 11 1 Male No 0 87 44.33 12 16 2 Male Yes 0
125 128.05 18 16 3 Male Yes 0 149 32.51 12 12 3 Male No 0
75 22.66 -999 13 2 Male No 20 139 12.81 12 12 2 Male No 0
136 44.33 14 8 1 Male Yes 40 102 64.03 12 16 1 Female Yes 0
106 128.05 17 16 1 Female Yes 0 139 44.33 12 12 1 Male Yes 0
104 26.6 12 12 1 Female Yes 0 132 54.18 12 12 1 Male No 0
72 54.18 13 12 1 Male Yes 0 142 73.88 12 12 1 Male Yes 0
112 128.05 18 12 2 Female Yes 0 126 93.58 12 12 1 Male Yes 0
120 64.03 9 12 3 Female Yes 20 116 54.18 12 12 6 Female Yes 0
103 128.05 12 12 1 Male Yes 0 119 24.63 12 12 3 Female Yes 3
122 16.75 11 12 4 Male No 0 114 73.88 12 14 1 Male Yes 0
136 54.18 16 16 1 Female Yes 0 118 36.45 12 12 1 Male Yes 0
123 128.05 14 10 3 Male Yes 0 127 83.73 12 12 1 Female Yes 0
138 64.03 11 11 2 Female Yes 0 121 30.54 12 12 1 Male Yes 0
50 10.84 11 12 1 Male Yes 8 110 54.18 12 12 4 Male Yes 0
75 44.33 11 12 3 Male Yes 20 122 34.48 13 13 1 Male Yes 0
93 10.84 -999 11 2 Female Yes 0 88 64.03 13 13 3 Male No 0
119 54.18 12 10 2 Female Yes 0 133 32.51 13 13 1 Male Yes 0
117 14.78 -999 15 1 Female No 0 131 54.18 13 12 3 Male Yes 0
102 8.87 7 9 3 Male Yes 10 125 64.03 13 12 1 Female Yes 0
112 83.73 16 15 3 Male Yes 0 135 128.05 13 12 1 Female Yes 0
106 64.03 12 13 2 Female Yes 0 147 128.05 13 16 1 Male Yes 0
108 44.33 11 12 2 Male Yes 0 136 54.18 13 17 2 Female Yes 0
112 54.18 12 12 1 Female Yes 0 155 128.05 13 16 2 Male Yes 0
145 93.58 12 17 1 Male Yes 0 106 128.05 13 16 1 Female Yes 0
134 64.03 14 13 1 Male No 0 142 26.6 13 12 1 Male No 0
117 6.9 -999 12 2 Female No 0 116 73.88 13 15 1 Male Yes 0
114 64.03 15 14 2 Female Yes 7 141 83.73 13 12 2 Male Yes 0
52 18.72 13 12 1 Male Yes 0 120 54.18 13 14 1 Female Yes 0
125 93.58 16 16 1 Female Yes 0 123 44.33 13 13 2 Male Yes 0
127 83.73 17 14 1 Female Yes 0 103 64.03 13 14 2 Female Yes 8
132 18.72 14 15 1 Male Yes 0 126 34.48 13 13 2 Female No 0
100 36.45 14 14 1 Female No 0 140 64.03 13 16 2 Male Yes 0
80 73.88 12 12 2 Female Yes 0 103 36.45 13 14 2 Female Yes 0
124 54.18 14 13 2 Female Yes 0 103 44.33 13 13 3 Female Yes 12
123 73.88 16 15 2 Male Yes 0 117 128.05 13 16 1 Female Yes 0
121 36.45 18 16 3 Female Yes 0 146 54.18 13 12 2 Male Yes 0
136 128.05 12 12 3 Male Yes 0 94 128.05 13 12 1 Female Yes 0
152 64.03 18 17 3 Female Yes 0 119 34.48 13 12 4 Male Yes 20
132 54.18 16 16 1 Female Yes 0 99 36.45 13 9 3 Female No 0
143 128.05 16 16 2 Female Yes 0 76 64.03 13 18 1 Female Yes 10
114 44.33 12 12 1 Male Yes 8 123 30.54 13 12 1 Male Yes 0
88 128.05 16 16 1 Female Yes 0 110 128.05 13 16 1 Male Yes 0
81 73.88 12 12 2 Male No 0 122 73.88 13 13 1 Female Yes 0
115 44.33 15 13 2 Female Yes 0 81 54.18 13 12 4 Female Yes 40
150 93.58 18 12 2 Male Yes 0 128 128.05 13 13 1 Female Yes 0
141 83.73 16 13 2 Male Yes 0 128 73.88 13 12 1 Male Yes 0
125 24.63 12 15 1 Male Yes 0 119 83.73 13 14 1 Male Yes 0
135 36.45 12 12 2 Female Yes 0 146 44.33 13 15 1 Male Yes 0
120 12.81 -999 11 2 Female Yes 20 116 73.88 13 14 1 Male Yes 30
83 83.73 14 14 2 Female Yes 0 139 64.03 13 13 1 Female Yes 0
143 54.18 12 12 3 Female Yes 0 116 32.51 13 12 1 Male Yes 0
153 128.05 12 16 1 Male Yes 0 101 44.33 13 12 1 Female Yes 0
150 128.05 16 14 3 Male Yes 0 147 93.58 13 15 1 Male Yes 0
152 54.18 14 14 3 Female Yes 0 124 44.33 13 13 1 Male Yes 0
148 54.18 12 12 1 Female Yes 10 134 44.33 13 12 2 Female Yes 0
123 83.73 13 18 2 Female Yes 0 144 64.03 13 18 3 Male Yes 0
117 54.18 12 12 1 Male Yes 0 118 64.03 13 16 1 Female Yes 0
128 128.05 16 16 1 Male Yes 0 135 64.03 13 13 2 Male Yes 0
92 128.05 16 16 2 Female Yes 0 136 83.73 13 14 2 Female Yes 0
115 54.18 13 13 1 Female Yes 0 103 54.18 13 12 2 Female Yes 20
105 54.18 16 17 1 Female Yes 0 136 83.73 13 12 2 Female Yes 0
141 128.05 16 12 1 Male Yes 0 72 54.18 13 12 1 Male Yes 0
104 28.57 12 12 1 Male Yes 0 52 18.72 13 12 1 Male Yes 0
156 44.33 14 12 3 Male Yes 0 123 83.73 13 18 2 Female Yes 0
131 20.69 16 12 4 Female Yes 0 115 54.18 13 13 1 Female Yes 0
117 30.54 12 12 1 Male Yes 0 82 83.73 13 14 3 Female Yes 0
141 64.03 12 12 2 Female Yes 0 126 83.73 13 12 1 Female Yes 15
138 64.03 12 10 2 Female Yes 0 114 28.57 13 11 1 Male Yes 0
136 8.87 -999 12 1 Female Yes 0 112 128.05 13 12 1 Male Yes 12
149 12.81 -999 13 2 Female No 0 107 44.33 13 12 1 Female Yes 0
144 16.75 12 12 1 Female Yes 0 108 73.88 13 12 1 Male Yes 4
123 64.03 18 18 1 Female Yes 0 130 93.58 13 13 2 Male Yes 10
114 64.03 16 16 1 Male Yes 0 78 26.6 13 11 2 Male No 0
100 64.03 -999 12 1 Male Yes 0 105 24.63 13 12 1 Male Yes 0
127 93.58 12 12 1 Male Yes 0 120 64.03 13 16 1 Male Yes 0
92 34.48 12 12 1 Female Yes 20 119 93.58 13 12 3 Female Yes 5
138 73.88 16 17 2 Female Yes 0 120 83.73 13 12 1 Male Yes 0
139 54.18 15 16 1 Male Yes 0 122 54.18 13 14 1 Female Yes 0
124 14.78 16 16 1 Male Yes 0 115 38.42 13 16 1 Male Yes 0
132 20.69 10 11 1 Male Yes 0 152 73.88 13 12 2 Female Yes 0
151 44.33 14 13 2 Female Yes 0 132 44.33 13 12 1 Female Yes 7
126 54.18 12 16 2 Male Yes 0 129 22.66 13 12 1 Female Yes 5
95 64.03 17 18 1 Female Yes 5 102 73.88 13 12 2 Female Yes 5
115 73.88 12 16 1 Female Yes 0 136 83.73 13 16 1 Female Yes 0
109 8.87 -999 12 1 Male No 0 120 44.33 13 12 1 Male Yes 0
86 4.93 -999 11 1 Female No 0 90 128.05 13 14 2 Female Yes 0
128 93.58 12 9 2 Female Yes 0 156 64.03 13 16 4 Male Yes 0
94 44.33 12 10 1 Male Yes 10 116 18.72 13 14 2 Female Yes 20
144 2.96 -999 12 1 Female No 0 126 44.33 13 14 1 Male Yes 0
92 44.33 18 16 1 Female No 0 142 54.18 13 16 1 Male Yes 0
117 54.18 12 12 1 Female Yes 0 117 36.45 13 10 1 Female Yes 0
130 128.05 12 11 1 Male Yes 0 97 36.45 13 12 1 Female Yes 0
82 83.73 13 14 3 Female Yes 0 130 73.88 13 12 2 Female Yes 0
121 24.63 12 12 2 Male Yes 0 146 64.03 13 16 5 Female Yes 0
98 93.58 12 14 1 Male Yes 0 134 44.33 13 13 1 Male Yes 0
137 64.03 16 14 1 Male Yes 20 114 64.03 13 14 1 Female Yes 0
114 73.88 16 16 1 Female Yes 15 109 36.45 13 12 1 Female Yes 0
121 83.73 12 16 2 Male Yes 0 151 64.03 13 12 1 Male Yes 0
124 44.33 14 12 2 Male Yes 0 110 54.18 13 13 2 Female Yes 0
119 34.48 16 14 1 Female Yes 0 135 8.87 13 14 1 Male Yes 0
151 64.03 18 18 3 Male Yes 0 116 64.03 13 16 1 Male Yes 0
144 44.33 12 12 1 Female Yes 0 134 54.18 14 12 2 Male Yes 0
124 36.45 12 12 5 Female Yes 0 134 36.45 14 12 1 Male Yes 0
100 64.03 12 12 2 Female Yes 7 122 34.48 14 16 1 Female No 0
160 54.18 14 16 3 Female Yes 0 133 54.18 14 13 1 Male No 0
109 6.9 10 12 2 Male Yes 0 135 14.78 14 12 3 Male Yes 0
138 30.54 12 14 3 Male Yes 0 86 64.03 14 15 1 Male No 0
122 128.05 18 18 3 Male Yes 0 93 14.78 14 12 1 Male No 10
109 73.88 12 16 4 Female Yes 0 116 64.03 14 12 1 Male Yes 0
139 64.03 16 18 1 Male Yes 0 128 64.03 14 13 3 Male Yes 0
125 18.72 12 12 2 Male Yes 0 125 54.18 14 18 2 Male Yes 0
118 44.33 12 6 3 Male Yes 15 80 54.18 14 12 1 Female No 0
114 83.73 12 17 1 Male Yes 0 124 73.88 14 16 1 Male No 0
152 128.05 7 13 3 Male No 0 119 93.58 14 11 1 Male Yes 0
114 73.88 16 13 2 Female Yes 1 140 128.05 14 14 1 Male Yes 0
119 44.33 16 16 1 Male No 0 97 83.73 14 12 1 Female No 0
149 30.54 12 12 1 Male No 0 87 38.42 14 12 1 Female Yes 0
126 83.73 13 12 1 Female Yes 15 126 73.88 14 11 1 Male Yes 0
114 28.57 13 11 1 Male Yes 0 122 54.18 14 12 2 Male Yes 0
126 73.88 18 16 2 Male Yes 0 119 128.05 14 13 1 Male Yes 0
115 44.33 -999 12 1 Male Yes 0 113 36.45 14 13 1 Female Yes 10
123 128.05 12 16 1 Male Yes 0 144 28.57 14 12 1 Male Yes 10
160 93.58 17 12 1 Male Yes 0 101 128.05 14 16 1 Male Yes 0
58 20.69 12 11 1 Male Yes 0 115 93.58 14 12 1 Female Yes 0
108 128.05 18 17 1 Female Yes 0 112 73.88 14 12 3 Male Yes 20
113 54.18 12 12 2 Male Yes 0 147 128.05 14 14 2 Female Yes 0
140 128.05 18 18 2 Male Yes 0 98 128.05 14 12 1 Female No 0
118 54.18 12 16 2 Male Yes 0 113 44.33 14 14 1 Male No 0
111 128.05 16 12 1 Male Yes 0 112 83.73 14 14 1 Female Yes 0
88 32.51 12 12 1 Male Yes 5 82 73.88 14 14 2 Female Yes 0
133 128.05 14 13 1 Female Yes 10 144 64.03 14 12 1 Female Yes 0
106 83.73 16 18 1 Female Yes 0 79 128.05 14 13 3 Male Yes 0
137 24.63 16 12 1 Male No 0 271 83.73 14 14 1 Female Yes 0
129 22.66 15 16 1 Male No 0 127 83.73 14 17 1 Male Yes 0
132 73.88 12 12 3 Male No 0 141 64.03 14 15 1 Male Yes 0
112 128.05 13 12 1 Male Yes 12 136 44.33 14 14 2 Male Yes 0
122 64.03 12 10 2 Male Yes 0 114 54.18 14 13 1 Male Yes 0
76 128.05 16 16 1 Female Yes 0 146 38.42 14 13 1 Male Yes 0
122 128.05 18 14 4 Female Yes 10 120 36.45 14 14 1 Male Yes 0
159 128.05 18 16 2 Female Yes 0 130 28.57 14 17 2 Male Yes 0
116 128.05 15 16 1 Male Yes 0 133 28.57 14 16 3 Male Yes 0
104 44.33 12 13 1 Female Yes 20 103 83.73 14 12 1 Male Yes 0
116 128.05 16 14 1 Female Yes 0 156 44.33 14 13 1 Female Yes 0
115 93.58 12 11 3 Female Yes 10 134 128.05 14 12 1 Female Yes 0
159 54.18 12 12 1 Male Yes 10 126 64.03 14 12 2 Male Yes 0
145 128.05 16 16 1 Female Yes 0 95 54.18 14 16 1 Female Yes 0
121 128.05 14 16 2 Female Yes 0 105 36.45 14 12 1 Male Yes 0
112 64.03 -999 16 1 Male Yes 0 99 73.88 14 12 2 Female Yes 5
107 44.33 13 12 1 Female Yes 0 94 128.05 14 16 1 Female Yes 0
133 128.05 12 17 1 Female Yes 0 93 128.05 14 18 2 Male Yes 0
136 128.05 12 12 2 Male Yes 0 128 83.73 14 16 1 Male No 0
148 12.81 -999 12 1 Female Yes 0 107 38.42 14 14 1 Male Yes 0
133 128.05 12 14 2 Male Yes 0 118 64.03 14 12 2 Female Yes 0
108 73.88 13 12 1 Male Yes 4 103 128.05 14 18 1 Female Yes 0
91 128.05 16 16 2 Male Yes 0 123 128.05 14 13 1 Male Yes 0
94 64.03 12 12 2 Male Yes 0 142 44.33 14 13 2 Male Yes 0
123 54.18 12 12 1 Female Yes 0 136 44.33 14 8 1 Male Yes 40
129 128.05 18 16 2 Female Yes 0 123 128.05 14 10 3 Male Yes 0
108 54.18 14 14 1 Male Yes 0 134 64.03 14 13 1 Male No 0
144 44.33 12 16 2 Male No 0 132 18.72 14 15 1 Male Yes 0
132 44.33 14 12 1 Female No 0 100 36.45 14 14 1 Female No 0
130 26.6 14 12 1 Male No 0 124 54.18 14 13 2 Female Yes 0
105 44.33 -999 13 1 Female No 0 83 83.73 14 14 2 Female Yes 0
90 64.03 12 10 1 Male Yes 0 152 54.18 14 14 3 Female Yes 0
154 24.63 -999 12 5 Male No 0 156 44.33 14 12 3 Male Yes 0
103 12.81 -999 12 1 Male No 4 151 44.33 14 13 2 Female Yes 0
87 44.33 12 12 1 Male Yes 15 124 44.33 14 12 2 Male Yes 0
133 83.73 12 14 2 Female Yes 0 160 54.18 14 16 3 Female Yes 0
117 83.73 12 13 2 Male Yes 0 133 128.05 14 13 1 Female Yes 10
152 128.05 16 14 1 Male Yes 0 121 128.05 14 16 2 Female Yes 0
119 54.18 16 12 3 Female Yes 0 108 54.18 14 14 1 Male Yes 0
108 44.33 15 14 2 Female No 0 132 44.33 14 12 1 Female No 0
114 128.05 18 16 1 Female Yes 0 130 26.6 14 12 1 Male No 0
89 73.88 12 14 1 Female Yes 3 93 128.05 14 12 1 Male Yes 0
132 128.05 12 12 3 Female Yes 0 73 44.33 14 14 1 Male Yes 0
130 64.03 12 12 1 Male Yes 0 136 73.88 14 12 1 Male Yes 0
124 128.05 16 16 2 Male No 0 149 64.03 14 12 1 Female Yes 20
107 128.05 18 18 1 Female Yes 0 104 128.05 14 14 1 Female Yes 0
125 44.33 12 14 1 Male Yes 0 118 24.63 14 10 4 Male Yes 20
117 44.33 15 15 1 Female Yes 0 128 54.18 14 8 3 Male Yes 0
117 34.48 11 14 1 Male No 0 139 64.03 14 12 1 Male Yes 0
125 38.42 12 14 3 Female Yes 0 109 73.88 14 14 2 Male Yes 0
106 54.18 12 14 2 Male Yes 0 121 34.48 14 12 3 Male Yes 0
130 93.58 13 13 2 Male Yes 10 120 38.42 14 12 1 Female Yes 10
129 93.58 12 14 1 Male Yes 0 121 38.42 14 12 2 Female Yes 20
144 44.33 -999 16 1 Male Yes 0 116 36.45 14 17 1 Male Yes 0
104 18.72 8 12 1 Female No 0 127 64.03 14 14 3 Female Yes 0
110 83.73 12 16 3 Female Yes 0 92 64.03 14 13 2 Male Yes 15
113 20.69 9 12 2 Female Yes 10 133 64.03 14 12 2 Female No 0
93 128.05 15 18 1 Female Yes 0 154 44.33 14 12 1 Female Yes 0
106 93.58 15 18 2 Female Yes 0 141 73.88 14 12 2 Male Yes 0
113 83.73 18 12 3 Male Yes 0 126 83.73 14 13 1 Female Yes 0
120 44.33 -999 12 1 Male No 20 38 64.03 14 16 1 Female Yes 0
116 54.18 16 15 1 Male Yes 0 116 44.33 14 16 1 Female Yes 0
129 128.05 18 16 2 Female Yes 0 108 128.05 14 13 2 Male Yes 0
106 16.75 -999 13 1 Male No 0 140 128.05 14 13 2 Male Yes 0
119 44.33 11 11 1 Male Yes 0 114 73.88 14 16 1 Male Yes 0
112 38.42 12 13 1 Male Yes 0 123 64.03 14 12 3 Female Yes 0
123 16.75 10 10 1 Female Yes 0 143 128.05 14 12 1 Male Yes 0
129 93.58 -999 14 1 Female No 0 120 64.03 14 13 1 Male Yes 5
100 16.75 6 12 3 Male No 0 89 18.72 14 12 1 Female Yes 20
97 8.87 -999 10 1 Female No 2 157 54.18 14 13 2 Female Yes 0
127 128.05 18 18 1 Female Yes 0 149 93.58 14 16 3 Male Yes 0
128 64.03 12 13 1 Female Yes 0 139 128.05 14 12 1 Male Yes 0
122 24.63 -999 13 2 Female No 0 124 44.33 14 13 1 Male Yes 5
93 128.05 14 12 1 Male Yes 0 124 73.88 14 14 1 Female Yes 0
90 38.42 12 11 1 Male Yes 10 99 54.18 14 12 1 Male No 0
73 44.33 14 14 1 Male Yes 0 148 44.33 14 14 2 Male Yes 0
133 54.18 -999 16 2 Female Yes 0 119 54.18 14 13 6 Male Yes 0
112 38.42 -999 12 1 Female No 0 119 93.58 14 12 6 Male Yes 0
98 30.54 16 17 1 Female Yes 0 123 24.63 14 12 3 Male No 5
136 73.88 14 12 1 Male Yes 0 166 34.48 14 14 1 Male Yes 0
78 26.6 13 11 2 Male No 0 122 64.03 14 15 1 Female Yes 0
107 83.73 11 12 1 Female Yes 0 134 54.18 14 16 2 Male No 0
147 128.05 12 12 1 Male Yes 0 147 83.73 14 15 1 Female Yes 0
149 64.03 14 12 1 Female Yes 20 87 24.63 14 12 1 Male Yes 0
106 73.88 18 16 1 Female Yes 0 132 93.58 15 12 1 Male Yes 0
97 93.58 10 13 1 Female Yes 10 102 83.73 15 12 1 Male Yes 0
134 128.05 12 12 2 Female Yes 0 115 128.05 15 17 3 Male Yes 0
136 44.33 16 16 2 Male Yes 0 82 128.05 15 11 2 Female No 0
136 54.18 16 16 2 Female No 0 116 128.05 15 12 1 Female Yes 0
131 44.33 12 12 1 Male Yes 0 121 64.03 15 14 1 Female Yes 0
112 54.18 15 16 1 Male Yes 0 102 54.18 15 16 1 Male Yes 0
105 24.63 13 12 1 Male Yes 0 130 83.73 15 14 1 Female Yes 0
120 38.42 16 14 1 Female No 0 129 64.03 15 12 1 Male Yes 0
120 83.73 16 15 1 Female Yes 0 73 30.54 15 12 1 Female No 0
115 54.18 12 14 3 Male Yes 0 107 64.03 15 12 3 Female No 0
120 64.03 13 16 1 Male Yes 0 113 83.73 15 16 1 Male Yes 0
141 128.05 12 12 1 Female No 0 122 36.45 15 13 1 Male Yes 0
119 93.58 13 12 3 Female Yes 5 146 64.03 15 16 1 Female Yes 0
114 54.18 16 14 1 Female Yes 0 120 128.05 15 13 2 Male Yes 0
143 64.03 12 9 3 Female No 10 120 73.88 15 16 1 Female Yes 5
113 128.05 12 12 1 Male Yes 0 113 54.18 15 15 1 Male Yes 0
118 44.33 12 12 2 Female Yes 0 109 73.88 15 16 1 Male Yes 0
126 128.05 12 14 1 Male Yes 0 110 128.05 15 17 1 Female Yes 0
120 83.73 13 12 1 Male Yes 0 114 64.03 15 14 2 Female Yes 7
139 64.03 18 18 2 Male No 0 115 44.33 15 13 2 Female Yes 0
104 128.05 14 14 1 Female Yes 0 139 54.18 15 16 1 Male Yes 0
141 83.73 12 12 3 Female No 0 129 22.66 15 16 1 Male No 0
114 54.18 12 12 1 Male Yes 0 116 128.05 15 16 1 Male Yes 0
111 128.05 16 14 2 Female Yes 0 108 44.33 15 14 2 Female No 0
94 10.84 -999 12 1 Female Yes 0 117 44.33 15 15 1 Female Yes 0
134 44.33 12 6 1 Male No 0 93 128.05 15 18 1 Female Yes 0
113 73.88 17 13 1 Male No 0 106 93.58 15 18 2 Female Yes 0
116 4.93 -999 12 2 Male No 0 112 54.18 15 16 1 Male Yes 0
114 12.81 12 13 1 Male No 0 103 64.03 15 16 1 Male Yes 0
115 36.45 12 12 1 Female Yes 0 104 54.18 15 16 1 Female Yes 0
122 26.6 10 11 1 Female Yes 0 143 30.54 15 16 4 Male Yes 0
118 24.63 14 10 4 Male Yes 20 134 64.03 15 13 3 Female Yes 0
115 38.42 9 9 1 Female Yes 0 118 44.33 15 16 2 Male Yes 0
104 18.72 12 12 1 Female Yes 0 153 83.73 15 15 2 Female No 6
134 18.72 7 12 2 Male No 0 118 83.73 15 15 2 Male Yes 0
143 26.6 12 12 1 Male Yes 0 114 128.05 15 15 1 Male Yes 0
143 93.58 16 16 1 Male Yes 0 125 128.05 15 14 1 Male Yes 0
106 20.69 12 13 2 Male No 0 112 12.81 15 17 4 Male Yes 0
127 73.88 16 14 2 Male Yes 0 145 32.51 15 14 2 Male Yes 0
122 54.18 13 14 1 Female Yes 0 125 83.73 15 14 3 Male Yes 0
115 38.42 13 16 1 Male Yes 0 87 83.73 15 14 2 Male No 0
139 30.54 12 12 4 Male No 0 113 44.33 15 16 1 Female Yes 0
114 32.51 11 9 2 Female Yes 10 140 128.05 16 14 2 Female Yes 0
108 64.03 16 16 1 Female Yes 0 129 73.88 16 18 2 Female Yes 0
127 22.66 -999 14 1 Male No 0 133 54.18 16 15 1 Male Yes 0
111 20.69 -999 11 1 Female No 0 120 64.03 16 16 1 Male No 0
91 32.51 -999 11 1 Female No 0 127 93.58 16 17 1 Female Yes 0
96 18.72 -999 10 1 Male No 0 124 128.05 16 13 1 Male Yes 0
103 24.63 12 8 1 Male No 10 122 128.05 16 16 2 Male Yes 0
78 18.72 10 6 2 Male Yes 0 113 93.58 16 16 2 Male Yes 0
98 44.33 12 12 1 Female Yes 0 107 128.05 16 14 1 Female Yes 0
94 44.33 8 8 2 Female Yes 30 114 64.03 16 14 1 Male No 0
135 54.18 12 10 1 Male Yes 10 130 128.05 16 18 1 Male Yes 0
124 22.66 9 9 1 Male Yes 20 92 83.73 16 14 2 Female Yes 0
108 10.84 -999 7 4 Female Yes 0 104 128.05 16 15 1 Female Yes 0
128 38.42 12 12 1 Male Yes 10 118 128.05 16 13 3 Male Yes 0
139 22.66 12 12 3 Female Yes 0 108 73.88 16 16 1 Male Yes 0
128 54.18 14 8 3 Male Yes 0 123 44.33 16 14 3 Male No 0
102 83.73 12 13 1 Male Yes 0 116 32.51 16 13 1 Male Yes 0
136 6.9 -999 12 2 Male Yes 0 136 64.03 16 14 4 Female Yes 0
146 128.05 12 12 1 Female Yes 0 97 128.05 16 16 1 Male Yes 0
136 32.51 17 12 1 Male Yes 0 134 83.73 16 16 1 Female Yes 0
89 83.73 16 16 1 Male Yes 0 131 128.05 16 16 1 Male Yes 0
102 4.93 -999 10 1 Female Yes 30 122 83.73 16 12 2 Male Yes 0
138 6.9 -999 10 3 Male No 30 58 83.73 16 15 3 Female Yes 0
128 16.75 12 12 1 Female Yes 0 146 128.05 16 13 2 Female Yes 0
124 54.18 12 13 3 Male Yes 0 116 93.58 16 12 2 Male Yes 0
122 24.63 12 12 1 Male Yes 0 111 128.05 16 15 1 Female No 0
101 8.87 -999 10 2 Female Yes 4 120 128.05 16 16 2 Female Yes 0
118 73.88 12 12 1 Male Yes 0 117 128.05 16 18 2 Female Yes 0
70 64.03 16 18 2 Male Yes 0 120 64.03 16 13 1 Male Yes 0
136 44.33 12 12 1 Male Yes 0 145 64.03 16 13 1 Male Yes 0
152 73.88 13 12 2 Female Yes 0 146 128.05 16 13 4 Male Yes 0
98 38.42 12 14 3 Female Yes 0 112 128.05 16 18 2 Male No 0
68 18.72 12 11 4 Female Yes 10 126 18.72 16 14 3 Female No 0
101 26.6 8 12 2 Female No 3 113 64.03 16 12 2 Male Yes 0
94 4.93 -999 10 2 Female No 0 100 128.05 16 18 2 Female Yes 0
117 0.99 8 8 1 Male Yes 0 122 128.05 16 16 1 Female Yes 0
96 20.69 -999 12 1 Female No 0 124 54.18 16 18 2 Male Yes 0
122 93.58 16 14 2 Female Yes 0 156 64.03 16 14 1 Female Yes 0
132 83.73 16 16 4 Male Yes 0 83 73.88 16 14 1 Female Yes 0
104 6.9 -999 12 2 Male No 20 112 36.45 16 16 2 Female Yes 20
130 54.18 -999 12 3 Female Yes 0 139 93.58 16 12 1 Female Yes 0
84 38.42 -999 15 1 Male No 0 127 54.18 16 12 2 Female Yes 0
159 73.88 12 12 1 Male Yes 0 104 38.42 16 16 1 Male No 0
115 14.78 -999 10 1 Female Yes 3 110 128.05 16 14 3 Male Yes 0
126 44.33 12 10 1 Female Yes 20 138 128.05 16 13 1 Female Yes 0
132 44.33 13 12 1 Female Yes 7 136 73.88 16 16 2 Male No 0
101 93.58 12 14 3 Female No 0 148 73.88 16 12 3 Male Yes 0
87 54.18 12 12 2 Male Yes 20 120 73.88 16 14 1 Female Yes 0
147 8.87 -999 12 1 Male Yes 0 128 128.05 16 15 1 Male Yes 0
108 36.45 12 12 1 Male Yes 0 130 93.58 16 18 1 Female No 0
103 64.03 15 16 1 Male Yes 0 137 128.05 16 16 1 Female Yes 0
128 73.88 12 12 2 Female Yes 0 129 93.58 16 16 1 Female Yes 0
97 12.81 11 10 2 Male Yes 2 107 83.73 16 15 3 Male Yes 0
113 83.73 16 12 1 Male Yes 0 127 73.88 16 16 1 Male Yes 0
128 93.58 12 12 1 Female Yes 0 124 64.03 16 13 1 Male Yes 0
74 28.57 -999 12 2 Male No 10 127 93.58 16 16 1 Male Yes 0
95 8.87 -999 11 1 Male Yes 0 141 83.73 16 14 1 Female Yes 0
128 128.05 16 16 2 Female Yes 0 105 54.18 16 12 1 Male Yes 0
129 24.63 11 12 2 Male Yes 20 35 54.18 16 16 1 Female Yes 0
117 73.88 12 12 1 Male Yes 0 124 73.88 16 17 2 Female Yes 0
109 64.03 12 12 1 Male Yes 0 75 12.81 16 13 2 Female Yes 0
109 12.81 -999 12 1 Female No 0 106 83.73 16 16 1 Male Yes 0
129 22.66 13 12 1 Female Yes 5 109 73.88 16 16 1 Female Yes 15
144 28.57 12 12 2 Female Yes 0 130 73.88 16 12 1 Male Yes 0
131 54.18 10 9 2 Female Yes 0 119 34.48 16 14 1 Female Yes 0
104 64.03 17 12 1 Male Yes 0 161 73.88 16 13 1 Male Yes 0
120 30.54 12 12 1 Female No 0 106 83.73 16 12 2 Female Yes 0
99 44.33 10 12 2 Female No 10 137 64.03 16 14 2 Female Yes 0
103 44.33 11 12 3 Female Yes 20 161 64.03 16 12 2 Female Yes 0
123 128.05 16 16 3 Male Yes 0 130 73.88 16 16 2 Male Yes 0
134 93.58 12 12 1 Female Yes 0 118 73.88 16 18 1 Female Yes 0
147 34.48 12 12 2 Male Yes 0 120 73.88 16 14 2 Female Yes 0
83 54.18 12 9 2 Male No 20 125 93.58 16 14 2 Male Yes 0
91 64.03 12 12 1 Male No 0 119 44.33 16 12 2 Female Yes 0
124 128.05 12 14 2 Male Yes 0 110 38.42 16 15 1 Male Yes 0
141 128.05 18 17 2 Female Yes 0 104 64.03 16 16 1 Female Yes 0
56 128.05 18 16 1 Male Yes 0 147 36.45 16 17 2 Female Yes 0
139 64.03 14 12 1 Male Yes 0 129 128.05 16 16 1 Male Yes 0
133 36.45 12 12 2 Male Yes 0 114 44.33 16 15 1 Male Yes 0
144 83.73 12 12 2 Male Yes 0 142 93.58 16 16 1 Female Yes 0
130 14.78 -999 12 1 Male Yes 0 136 54.18 16 16 1 Female Yes 0
102 73.88 13 12 2 Female Yes 5 112 83.73 16 15 3 Male Yes 0
109 73.88 14 14 2 Male Yes 0 125 93.58 16 16 1 Female Yes 0
104 2.96 -999 12 2 Female No 0 123 73.88 16 15 2 Male Yes 0
134 34.48 -999 13 2 Female No 7 132 54.18 16 16 1 Female Yes 0
91 128.05 12 16 1 Male Yes 0 143 128.05 16 16 2 Female Yes 0
159 6.9 11 12 2 Female Yes 0 88 128.05 16 16 1 Female Yes 0
93 8.87 17 18 1 Female No 0 141 83.73 16 13 2 Male Yes 0
131 44.33 -999 12 1 Male No 15 150 128.05 16 14 3 Male Yes 0
119 44.33 12 12 2 Male No 0 128 128.05 16 16 1 Male Yes 0
126 6.9 -999 11 2 Male No 0 92 128.05 16 16 2 Female Yes 0
107 34.48 12 11 1 Female No 0 105 54.18 16 17 1 Female Yes 0
76 32.51 12 12 1 Female Yes 0 141 128.05 16 12 1 Male Yes 0
122 20.69 17 17 1 Male No 0 131 20.69 16 12 4 Female Yes 0
104 44.33 18 16 2 Female No 0 114 64.03 16 16 1 Male Yes 0
92 6.9 -999 11 3 Female No 4 138 73.88 16 17 2 Female Yes 0
101 16.75 9 9 2 Male Yes 10 124 14.78 16 16 1 Male Yes 0
109 2.96 11 12 1 Female No 0 137 64.03 16 14 1 Male Yes 20
113 128.05 16 16 2 Female Yes 0 114 73.88 16 16 1 Female Yes 15
136 83.73 13 16 1 Female Yes 0 119 34.48 16 14 1 Female Yes 0
147 44.33 -999 12 1 Female No 0 139 64.03 16 18 1 Male Yes 0
104 34.48 12 12 1 Female Yes 15 114 73.88 16 13 2 Female Yes 1
117 36.45 11 10 3 Female Yes 15 119 44.33 16 16 1 Male No 0
89 10.84 9 8 2 Male No 40 111 128.05 16 12 1 Male Yes 0
101 26.6 12 12 1 Male Yes 0 106 83.73 16 18 1 Female Yes 0
121 34.48 14 12 3 Male Yes 0 137 24.63 16 12 1 Male No 0
120 38.42 14 12 1 Female Yes 10 76 128.05 16 16 1 Female Yes 0
116 128.05 16 16 2 Male Yes 0 116 128.05 16 14 1 Female Yes 0
112 22.66 11 10 5 Male Yes 0 145 128.05 16 16 1 Female Yes 0
125 128.05 16 18 1 Female Yes 0 91 128.05 16 16 2 Male Yes 0
128 4.93 -999 12 1 Female No 0 152 128.05 16 14 1 Male Yes 0
114 128.05 16 16 2 Male Yes 0 119 54.18 16 12 3 Female Yes 0
104 20.69 12 9 1 Female Yes 20 124 128.05 16 16 2 Male No 0
123 83.73 16 12 1 Female Yes 0 116 54.18 16 15 1 Male Yes 0
123 38.42 18 13 1 Male Yes 0 98 30.54 16 17 1 Female Yes 0
164 10.84 9 12 3 Female Yes 0 136 44.33 16 16 2 Male Yes 0
113 0.99 -999 9 1 Male Yes 0 136 54.18 16 16 2 Female No 0
102 128.05 12 14 1 Female Yes 0 120 38.42 16 14 1 Female No 0
113 93.58 12 12 1 Female Yes 0 120 83.73 16 15 1 Female Yes 0
99 28.57 8 12 1 Female Yes 0 114 54.18 16 14 1 Female Yes 0
127 54.18 17 18 1 Female Yes 0 111 128.05 16 14 2 Female Yes 0
132 44.33 9 12 1 Male No 20 143 93.58 16 16 1 Male Yes 0
121 38.42 14 12 2 Female Yes 20 127 73.88 16 14 2 Male Yes 0
91 30.54 12 11 1 Female Yes 0 108 64.03 16 16 1 Female Yes 0
109 0.99 11 8 1 Male Yes 10 89 83.73 16 16 1 Male Yes 0
112 93.58 16 17 1 Female Yes 0 70 64.03 16 18 2 Male Yes 0
124 44.33 16 12 2 Female Yes 0 122 93.58 16 14 2 Female Yes 0
149 30.54 12 12 2 Female Yes 0 132 83.73 16 16 4 Male Yes 0
103 34.48 12 12 2 Male Yes 10 113 83.73 16 12 1 Male Yes 0
120 93.58 18 15 1 Female Yes 0 128 128.05 16 16 2 Female Yes 0
144 30.54 12 14 1 Male Yes 0 123 128.05 16 16 3 Male Yes 0
116 36.45 14 17 1 Male Yes 0 113 128.05 16 16 2 Female Yes 0
112 4.93 -999 14 1 Female Yes 10 116 128.05 16 16 2 Male Yes 0
128 36.45 12 12 2 Female Yes 0 125 128.05 16 18 1 Female Yes 0
137 54.18 12 12 1 Female Yes 0 114 128.05 16 16 2 Male Yes 0
127 64.03 14 14 3 Female Yes 0 123 83.73 16 12 1 Female Yes 0
101 38.42 12 11 1 Female No 15 112 93.58 16 17 1 Female Yes 0
92 64.03 14 13 2 Male Yes 15 124 44.33 16 12 2 Female Yes 0
101 44.33 12 12 1 Female Yes 0 127 54.18 16 12 3 Female Yes 0
121 38.42 10 10 1 Female Yes 0 128 93.58 16 13 2 Male Yes 0
116 12.81 12 10 1 Male No 0 123 54.18 16 16 1 Male Yes 0
127 54.18 16 12 3 Female Yes 0 123 73.88 16 13 1 Female Yes 0
133 20.69 12 12 1 Female Yes 0 123 64.03 16 12 2 Male Yes 0
128 93.58 16 13 2 Male Yes 0 111 64.03 16 16 1 Male Yes 0
123 38.42 17 14 1 Female Yes 0 115 64.03 16 16 1 Female Yes 0
122 44.33 12 12 1 Male Yes 0 121 128.05 16 16 1 Male Yes 0
113 30.54 -999 12 1 Female Yes 20 128 64.03 16 16 1 Male Yes 0
128 16.75 12 9 5 Male Yes 0 103 54.18 16 16 2 Female Yes 0
139 38.42 8 12 1 Female No 5 169 83.73 16 14 2 Male Yes 0
141 2.96 12 12 1 Male Yes 0 109 54.18 16 14 1 Male Yes 0
121 28.57 8 9 1 Female Yes 6 128 54.18 16 13 1 Female Yes 0
123 54.18 16 16 1 Male Yes 0 151 64.03 16 16 1 Male Yes 0
151 10.84 -999 7 4 Male Yes 20 90 128.05 16 16 1 Female Yes 0
119 10.84 -999 9 2 Male No 0 143 34.48 16 9 2 Female Yes 4
105 28.57 -999 12 1 Male Yes 0 126 64.03 16 14 2 Female No 0
133 64.03 14 12 2 Female No 0 64 64.03 16 16 1 Male Yes 0
123 44.33 18 12 2 Female Yes 0 108 128.05 16 18 1 Female Yes 0
111 44.33 12 12 2 Male Yes 0 124 54.18 16 18 2 Female No 0
123 54.18 12 12 1 Female Yes 0 104 24.63 16 16 1 Female Yes 0
123 54.18 6 12 1 Male Yes 10 106 128.05 16 16 1 Female Yes 0
130 26.6 11 12 1 Male Yes 0 142 128.05 16 16 1 Female Yes 0
154 44.33 14 12 1 Female Yes 0 146 73.88 16 16 2 Female Yes 0
120 44.33 13 12 1 Male Yes 0 128 128.05 16 16 1 Male Yes 20
90 128.05 13 14 2 Female Yes 0 115 128.05 16 16 1 Male Yes 0
114 38.42 10 12 1 Female Yes 0 116 128.05 16 14 2 Male Yes 0
123 73.88 16 13 1 Female Yes 0 152 128.05 16 14 1 Male Yes 0
123 64.03 16 12 2 Male Yes 0 124 83.73 16 16 2 Male Yes 0
136 22.66 -999 12 1 Male No 0 146 128.05 16 16 1 Male No 0
104 54.18 15 16 1 Female Yes 0 119 128.05 16 14 1 Male Yes 0
128 34.48 -999 13 2 Female No 20 108 73.88 16 16 1 Female Yes 0
128 73.88 12 14 1 Female Yes 0 135 73.88 16 12 1 Female Yes 0
160 20.69 9 9 2 Male Yes 0 97 93.58 16 16 3 Female Yes 0
111 64.03 16 16 1 Male Yes 0 111 64.03 16 13 2 Male Yes 0
141 73.88 14 12 2 Male Yes 0 97 30.54 16 16 1 Male Yes 0
122 64.03 8 9 1 Female Yes 0 134 128.05 16 16 2 Female Yes 0
98 73.88 12 16 1 Female Yes 0 172 128.05 16 16 4 Female Yes 0
96 4.93 -999 12 2 Male No 10 137 128.05 16 16 1 Female Yes 0
127 30.54 11 7 3 Female Yes 0 87 128.05 16 18 2 Female Yes 0
119 83.73 12 12 2 Male Yes 0 134 20.69 16 14 2 Female Yes 0
43 44.33 -999 9 1 Male No 0 131 64.03 16 12 3 Male No 0
100 44.33 12 12 1 Male No 0 54 30.54 16 12 1 Male Yes 0
139 4.93 -999 11 1 Female Yes 0 125 73.88 16 12 1 Male Yes 0
128 64.03 11 12 1 Male Yes 0 153 54.18 16 13 4 Female Yes 0
115 64.03 16 16 1 Female Yes 0 111 44.33 16 14 3 Female Yes 0
121 36.45 -999 12 1 Male No 0 140 64.03 16 13 1 Male Yes 0
134 54.18 -999 12 1 Male Yes 0 130 24.63 16 14 1 Male Yes 15
120 4.93 12 12 1 Male Yes 0 110 83.73 16 16 1 Female Yes 0
104 12.81 12 12 1 Male Yes 20 135 44.33 16 16 3 Female Yes 0
170 73.88 12 12 1 Female Yes 0 111 73.88 16 13 2 Female Yes 0
132 128.05 12 14 2 Male Yes 0 107 28.57 17 12 1 Male Yes 0
126 93.58 12 12 1 Female Yes 0 127 16.75 17 18 1 Male Yes 0
142 83.73 18 14 4 Female Yes 0 109 128.05 17 16 1 Male No 0
103 54.18 12 12 2 Female Yes 0 98 73.88 17 16 1 Male No 0
112 64.03 12 17 1 Male Yes 0 166 93.58 17 14 2 Male Yes 0
117 83.73 12 14 1 Female Yes 20 136 73.88 17 12 3 Female No 0
131 34.48 12 12 1 Male Yes 0 143 128.05 17 16 2 Female Yes 0
115 83.73 12 12 1 Male Yes 0 81 128.05 17 15 2 Female Yes 0
118 38.42 12 12 1 Female Yes 10 117 73.88 17 16 1 Male Yes 0
106 64.03 12 12 4 Male Yes 0 118 128.05 17 16 1 Female Yes 0
126 83.73 14 13 1 Female Yes 0 126 83.73 17 13 1 Female Yes 0
104 28.57 11 11 2 Male Yes 20 127 64.03 17 12 1 Male Yes 0
143 30.54 15 16 4 Male Yes 0 131 83.73 17 15 1 Male Yes 0
156 64.03 13 16 4 Male Yes 0 96 0.99 17 16 2 Female No 0
137 73.88 18 17 2 Male Yes 0 112 93.58 17 16 2 Female Yes 0
126 12.81 12 12 2 Male Yes 0 107 93.58 17 12 1 Male Yes 0
134 64.03 15 13 3 Female Yes 0 106 128.05 17 16 1 Female Yes 0
89 83.73 12 14 1 Female Yes 0 127 83.73 17 14 1 Female Yes 0
64 54.18 11 12 1 Female Yes 20 95 64.03 17 18 1 Female Yes 5
114 128.05 18 16 1 Female Yes 0 160 93.58 17 12 1 Male Yes 0
121 128.05 16 16 1 Male Yes 0 113 73.88 17 13 1 Male No 0
109 54.18 12 12 1 Female Yes 0 136 32.51 17 12 1 Male Yes 0
38 64.03 14 16 1 Female Yes 0 104 64.03 17 12 1 Male Yes 0
128 64.03 16 16 1 Male Yes 0 93 8.87 17 18 1 Female No 0
132 73.88 11 16 2 Male Yes 0 122 20.69 17 17 1 Male No 0
143 36.45 -999 11 1 Female Yes 10 127 54.18 17 18 1 Female Yes 0
100 44.33 12 11 2 Female Yes 0 123 38.42 17 14 1 Female Yes 0
107 83.73 7 12 1 Female Yes 6 143 64.03 17 12 2 Female Yes 0
103 54.18 16 16 2 Female Yes 0 128 38.42 17 16 3 Male Yes 0
157 73.88 12 14 1 Male Yes 0 108 54.18 17 16 1 Female Yes 0
126 22.66 12 12 2 Female No 0 139 128.05 17 17 1 Male Yes 0
125 36.45 10 16 2 Female Yes 0 149 44.33 17 18 2 Male Yes 0
102 6.9 -999 11 1 Female No 0 159 83.73 18 16 1 Male Yes 0
98 36.45 12 12 1 Female No 0 108 73.88 18 16 1 Male Yes 0
96 26.6 -999 13 2 Male No 0 134 128.05 18 16 1 Female No 0
134 44.33 12 16 1 Female Yes 0 141 128.05 18 16 1 Male Yes 0
94 128.05 18 17 2 Female Yes 0 132 64.03 18 16 1 Female Yes 0
84 44.33 12 12 2 Female Yes 0 152 38.42 18 18 2 Male Yes 0
155 32.51 11 12 3 Male Yes 0 96 54.18 18 12 1 Female No 0
117 54.18 12 12 3 Male Yes 0 114 128.05 18 17 2 Female Yes 0
169 83.73 16 14 2 Male Yes 0 156 73.88 18 15 1 Male Yes 0
105 6.9 -999 12 1 Female Yes 2 136 128.05 18 18 2 Male Yes 0
118 44.33 15 16 2 Male Yes 0 131 128.05 18 12 1 Female Yes 0
113 38.42 12 13 1 Male Yes 0 105 128.05 18 16 1 Female Yes 0
114 24.63 10 10 1 Female Yes 0 125 54.18 18 18 1 Male Yes 0
116 18.72 13 14 2 Female Yes 20 107 64.03 18 18 1 Male Yes 0
79 8.87 -999 12 2 Male Yes 10 99 128.05 18 16 1 Male No 0
109 54.18 16 14 1 Male Yes 0 106 128.05 18 15 1 Male Yes 0
146 93.58 12 13 2 Male Yes 0 121 73.88 18 16 2 Male Yes 0
116 44.33 14 16 1 Female Yes 0 131 128.05 18 17 2 Male Yes 0
93 18.72 10 12 1 Male Yes 0 152 64.03 18 14 1 Male No 0
108 128.05 14 13 2 Male Yes 0 142 128.05 18 9 1 Male Yes 0
115 14.78 -999 11 4 Female No 0 123 128.05 18 16 1 Male Yes 0
115 128.05 12 2 1 Female Yes 0 126 128.05 18 18 1 Female Yes 0
119 8.87 -999 13 1 Female No 0 124 128.05 18 17 1 Female Yes 0
128 54.18 16 13 1 Female Yes 0 106 128.05 18 18 1 Male Yes 0
119 38.42 12 13 2 Female No 0 107 128.05 18 18 2 Male Yes 0
102 12.81 -999 10 2 Male Yes 0 130 128.05 18 16 1 Male Yes 0
130 32.51 10 12 1 Female Yes 0 106 128.05 18 16 2 Male Yes 0
140 128.05 14 13 2 Male Yes 0 126 128.05 18 18 2 Female Yes 0
107 44.33 12 14 1 Male Yes 0 127 93.58 18 17 1 Male Yes 0
134 4.93 -999 12 3 Male No 0 112 128.05 18 18 2 Male Yes 0
126 44.33 12 12 1 Female Yes 0 133 14.78 18 13 1 Male No 0
143 64.03 17 12 2 Female Yes 0 118 73.88 18 18 1 Male No 0
122 18.72 12 12 1 Male Yes 0 92 93.58 18 16 3 Female Yes 0
112 32.51 6 8 1 Female Yes 0 102 83.73 18 16 1 Male Yes 0
151 64.03 16 16 1 Male Yes 0 117 54.18 18 16 2 Female Yes 0
127 34.48 12 8 3 Male Yes 0 116 54.18 18 17 1 Male Yes 0
158 12.81 12 9 3 Female No 0 137 93.58 18 16 1 Male Yes 0
90 128.05 16 16 1 Female Yes 0 129 93.58 18 12 4 Female Yes 0
114 73.88 14 16 1 Male Yes 0 128 93.58 18 18 3 Female Yes 0
143 34.48 16 9 2 Female Yes 4 113 128.05 18 18 1 Female Yes 0
109 38.42 12 11 2 Male Yes 0 116 93.58 18 17 1 Male Yes 0
126 64.03 16 14 2 Female No 0 110 128.05 18 18 1 Male Yes 0
153 83.73 15 15 2 Female No 6 117 83.73 18 18 2 Female Yes 0
123 64.03 14 12 3 Female Yes 0 120 44.33 18 18 1 Male No 0
72 36.45 12 12 1 Female Yes 0 87 73.88 18 18 1 Female Yes 0
121 44.33 -999 12 1 Male Yes 10 142 128.05 18 16 3 Female Yes 0
137 44.33 12 10 1 Female Yes 3 125 128.05 18 16 3 Male Yes 0
64 64.03 16 16 1 Male Yes 0 112 128.05 18 12 2 Female Yes 0
119 36.45 12 8 1 Male Yes 0 121 36.45 18 16 3 Female Yes 0
137 24.63 12 10 1 Female Yes 0 152 64.03 18 17 3 Female Yes 0
98 18.72 2 10 1 Female Yes 0 150 93.58 18 12 2 Male Yes 0
126 44.33 13 14 1 Male Yes 0 123 64.03 18 18 1 Female Yes 0
142 54.18 13 16 1 Male Yes 0 92 44.33 18 16 1 Female No 0
122 0.99 -999 12 4 Female No 0 151 64.03 18 18 3 Male Yes 0
112 44.33 6 9 2 Female Yes 0 122 128.05 18 18 3 Male Yes 0
142 12.81 -999 12 1 Male Yes 0 126 73.88 18 16 2 Male Yes 0
108 128.05 16 18 1 Female Yes 0 108 128.05 18 17 1 Female Yes 0
128 38.42 17 16 3 Male Yes 0 140 128.05 18 18 2 Male Yes 0
124 54.18 16 18 2 Female No 0 122 128.05 18 14 4 Female Yes 10
104 24.63 16 16 1 Female Yes 0 159 128.05 18 16 2 Female Yes 0
118 83.73 15 15 2 Male Yes 0 129 128.05 18 16 2 Female Yes 0
96 26.6 -999 12 1 Male No 0 114 128.05 18 16 1 Female Yes 0
106 128.05 16 16 1 Female Yes 0 107 128.05 18 18 1 Female Yes 0
114 4.93 -999 9 3 Male No 0 113 83.73 18 12 3 Male Yes 0
142 128.05 16 16 1 Female Yes 0 129 128.05 18 16 2 Female Yes 0
74 18.72 -999 12 1 Female No 0 127 128.05 18 18 1 Female Yes 0
146 73.88 16 16 2 Female Yes 0 106 73.88 18 16 1 Female Yes 0
128 38.42 12 12 1 Male No 0 139 64.03 18 18 2 Male No 0
115 34.48 12 14 3 Male Yes 0 141 128.05 18 17 2 Female Yes 0
139 18.72 12 12 2 Female No 0 56 128.05 18 16 1 Male Yes 0
143 128.05 14 12 1 Male Yes 0 104 44.33 18 16 2 Female No 0
125 128.05 18 18 2 Female Yes 0 123 38.42 18 13 1 Male Yes 0
120 28.57 12 8 1 Female Yes 5 120 93.58 18 15 1 Female Yes 0
120 64.03 14 13 1 Male Yes 5 123 44.33 18 12 2 Female Yes 0
135 34.48 11 12 1 Male Yes 0 142 83.73 18 14 4 Female Yes 0
91 4.93 -999 12 4 Male No 0 137 73.88 18 17 2 Male Yes 0
117 36.45 13 10 1 Female Yes 0 114 128.05 18 16 1 Female Yes 0
119 44.33 12 13 2 Female Yes 0 94 128.05 18 17 2 Female Yes 0
128 128.05 16 16 1 Male Yes 20 125 128.05 18 18 2 Female Yes 0
135 128.05 18 16 1 Male Yes 0 135 128.05 18 16 1 Male Yes 0
91 44.33 10 14 1 Female No 6 126 128.05 18 15 1 Male Yes 0
108 0.99 11 12 2 Male Yes 0 110 64.03 18 16 3 Male No 0
110 44.33 4 14 1 Male Yes 0 159 93.58 18 14 1 Male Yes 0
136 93.58 12 16 1 Female Yes 0 131 128.05 18 12 1 Female Yes 12
126 128.05 18 15 1 Male Yes 0 129 93.58 18 16 2 Male Yes 0
115 128.05 16 16 1 Male Yes 0 117 128.05 18 16 2 Male Yes 0
136 64.03 -999 15 4 Male Yes 0 93 54.18 18 17 4 Female Yes 0
116 128.05 16 14 2 Male Yes 0 103 54.18 18 16 1 Female Yes 0
117 0.99 12 9 2 Female Yes 0 69 83.73 18 16 4 Female Yes 0
152 128.05 16 14 1 Male Yes 0 128 128.05 18 16 2 Female Yes 0
124 83.73 16 16 2 Male Yes 0 86 128.05 18 18 2 Female No 0
115 26.6 -999 12 1 Male Yes 0 108 38.42 18 16 1 Female Yes 0
134 44.33 12 14 1 Female Yes 0 115 128.05 18 18 1 Female Yes 0
146 128.05 16 16 1 Male No 0 131 36.45 18 16 1 Female Yes 0
125 32.51 8 8 1 Female Yes 0 119 64.03 18 16 2 Female Yes 0
89 18.72 14 12 1 Female Yes 20 158 93.58 18 17 3 Male Yes 0
128 38.42 12 12 1 Male Yes 15 135 128.05 18 16 2 Female Yes 0
133 22.66 10 12 1 Male No 0
112 16.75 -999 12 1 Female Yes 0
143 83.73 10 14 1 Female Yes 0
157 54.18 14 13 2 Female Yes 0
99 28.57 3 9 1 Female Yes 0
96 8.87 -999 12 4 Female Yes 8
128 30.54 12 9 2 Male No 0
122 54.18 12 13 1 Male No 0
119 128.05 16 14 1 Male Yes 0
160 32.51 12 12 2 Male Yes 0
108 73.88 16 16 1 Female Yes 0
114 128.05 15 15 1 Male Yes 0
115 73.88 12 12 1 Male Yes 0
131 14.78 12 12 1 Female No 0
118 44.33 12 12 2 Male Yes 0
149 93.58 14 16 3 Male Yes 0
114 64.03 12 12 1 Male Yes 0
133 8.87 12 10 1 Male Yes 5
112 64.03 1 9 3 Female Yes 0
101 30.54 9 12 1 Male Yes 0
86 2.96 12 9 1 Female No 10
125 128.05 15 14 1 Male Yes 0
135 73.88 16 12 1 Female Yes 0
105 24.63 10 10 1 Female Yes 0
107 32.51 12 12 2 Male Yes 0
97 93.58 16 16 3 Female Yes 0
158 0.99 -999 12 2 Male No 0
123 36.45 12 12 1 Female Yes 0
110 64.03 18 16 3 Male No 0
74 26.6 -999 16 1 Male No 0
93 4.93 -999 12 1 Female Yes 0
159 93.58 18 14 1 Male Yes 0
114 64.03 12 14 1 Female No 0
142 44.33 12 16 2 Male Yes 0
139 128.05 14 12 1 Male Yes 0
132 18.72 12 9 5 Male Yes 0
151 128.05 12 14 1 Male Yes 0
111 16.75 12 12 2 Male Yes 15
115 18.72 3 12 1 Female No 0
120 44.33 12 12 1 Male Yes 0
155 44.33 12 12 1 Male Yes 0
131 128.05 18 12 1 Female Yes 12
124 44.33 12 12 1 Male Yes 0
127 44.33 7 9 2 Female Yes 10
125 20.69 12 12 1 Female Yes 0
106 4.93 -999 12 1 Male No 0
144 18.72 6 9 2 Female Yes 0
109 8.87 -999 12 3 Male No 0
121 0.99 -999 12 2 Male No 46
111 64.03 16 13 2 Male Yes 0
145 93.58 11 12 1 Male Yes 0
131 10.84 -999 11 2 Male No 0
129 34.48 12 9 5 Male Yes 0
92 20.69 12 12 2 Female Yes 20
111 24.63 10 11 2 Female Yes 0
91 18.72 11 12 2 Female Yes 0
124 44.33 14 13 1 Male Yes 5
130 64.03 11 12 3 Male Yes 0
137 44.33 12 16 1 Female Yes 0
128 16.75 11 10 1 Male Yes 0
133 2.96 -999 12 2 Male No 0
68 64.03 12 12 1 Male Yes 0
97 30.54 16 16 1 Male Yes 0
124 73.88 14 14 1 Female Yes 0
129 93.58 18 16 2 Male Yes 0
117 128.05 18 16 2 Male Yes 0
93 54.18 18 17 4 Female Yes 0
103 54.18 18 16 1 Female Yes 0
134 128.05 16 16 2 Female Yes 0
101 64.03 12 14 1 Female Yes 0
137 14.78 12 12 2 Male Yes 0
153 8.87 -999 14 2 Male No 0
96 44.33 10 10 2 Female Yes 40
103 16.75 12 13 1 Male Yes 0
112 12.81 15 17 4 Male Yes 0
108 54.18 17 16 1 Female Yes 0
97 36.45 13 12 1 Female Yes 0
99 54.18 14 12 1 Male No 0
130 54.18 12 16 4 Female Yes 0
148 44.33 14 14 2 Male Yes 0
119 54.18 14 13 6 Male Yes 0
89 38.42 12 12 2 Male Yes 0
128 54.18 12 15 1 Male Yes 0
130 73.88 13 12 2 Female Yes 0
120 12.81 -999 12 1 Male Yes 20
146 64.03 13 16 5 Female Yes 0
102 30.54 12 12 1 Male Yes 0
132 54.18 12 12 2 Female Yes 0
90 83.73 9 9 3 Male Yes 12
112 64.03 12 12 3 Male Yes 0
119 93.58 14 12 6 Male Yes 0
145 32.51 15 14 2 Male Yes 0
125 83.73 15 14 3 Male Yes 0
127 10.84 -999 10 1 Female Yes 0
134 44.33 13 13 1 Male Yes 0
139 128.05 17 17 1 Male Yes 0
106 54.18 12 12 1 Female Yes 10
69 83.73 18 16 4 Female Yes 0
114 64.03 13 14 1 Female Yes 0
111 8.87 -999 12 1 Male Yes 20
123 24.63 14 12 3 Male No 5
172 128.05 16 16 4 Female Yes 0
128 128.05 18 16 2 Female Yes 0
138 44.33 10 12 1 Female Yes 0
77 64.03 12 14 1 Female No 0
137 128.05 16 16 1 Female Yes 0
93 128.05 -999 14 1 Female No 0
160 16.75 12 13 1 Male Yes 0
104 93.58 12 12 1 Female Yes 0
115 6.9 -999 12 1 Female No 0
176 44.33 11 16 1 Male No 0
87 128.05 16 18 2 Female Yes 0
90 54.18 -999 12 5 Male No 50
116 128.05 10 12 1 Male No 0
134 20.69 16 14 2 Female Yes 0
86 128.05 18 18 2 Female No 0
110 38.42 12 10 1 Female Yes 0
97 44.33 10 12 1 Female Yes 0
109 36.45 13 12 1 Female Yes 0
108 38.42 18 16 1 Female Yes 0
126 44.33 10 14 1 Male No 0
100 32.51 11 12 3 Female No 0
137 128.05 12 14 1 Female Yes 0
115 128.05 18 18 1 Female Yes 0
128 44.33 11 13 1 Female Yes 20
131 64.03 16 12 3 Male No 0
130 83.73 12 11 1 Female Yes 0
129 12.81 12 12 1 Female Yes 0
114 54.18 12 12 1 Female Yes 0
111 28.57 12 8 1 Male Yes 0
192 64.03 12 14 2 Male Yes 0
87 128.05 12 10 1 Female Yes 5
98 30.54 12 12 1 Male No 0
115 44.33 11 13 2 Male Yes 15
151 64.03 13 12 1 Male Yes 0
96 12.81 -999 12 1 Male Yes 0
54 30.54 16 12 1 Male Yes 0
110 54.18 13 13 2 Female Yes 0
125 34.48 2 5 4 Male Yes 0
108 73.88 12 14 1 Male Yes 0
112 44.33 10 12 1 Male Yes 10
128 8.87 -999 11 1 Female Yes 9
131 36.45 18 16 1 Female Yes 0
87 44.33 12 16 2 Male Yes 0
125 73.88 16 12 1 Male Yes 0
104 10.84 10 10 2 Male Yes 15
149 32.51 12 12 3 Male No 0
166 34.48 14 14 1 Male Yes 0
113 12.81 -999 12 2 Female No 0
139 12.81 12 12 2 Male No 0
102 64.03 12 16 1 Female Yes 0
139 44.33 12 12 1 Male Yes 0
119 30.54 11 13 2 Female Yes 0
91 12.81 -999 11 2 Female No 10
153 54.18 16 13 4 Female Yes 0
87 83.73 15 14 2 Male No 0
80 18.72 -999 12 1 Male Yes 15
124 64.03 10 11 2 Male Yes 20
149 44.33 17 18 2 Male Yes 0
135 8.87 13 14 1 Male Yes 0
132 54.18 12 12 1 Male No 0
142 73.88 12 12 1 Male Yes 0
130 16.75 -999 12 3 Female Yes 0
123 54.18 10 12 1 Male Yes 0
126 93.58 12 12 1 Male Yes 0
116 64.03 13 16 1 Male Yes 0
116 54.18 12 12 6 Female Yes 0
99 12.81 -999 9 2 Female No 0
119 24.63 12 12 3 Female Yes 3
122 64.03 14 15 1 Female Yes 0
115 10.84 -999 11 2 Female No 10
111 44.33 16 14 3 Female Yes 0
108 20.69 -999 12 1 Male Yes 0
140 64.03 16 13 1 Male Yes 0
119 64.03 18 16 2 Female Yes 0
134 54.18 14 16 2 Male No 0
130 24.63 16 14 1 Male Yes 15
107 16.75 -999 12 5 Female Yes 0
147 83.73 14 15 1 Female Yes 0
109 8.87 -999 16 1 Male Yes 0
114 73.88 12 14 1 Male Yes 0
118 36.45 12 12 1 Male Yes 0
110 83.73 16 16 1 Female Yes 0
127 83.73 12 12 1 Female Yes 0
102 34.48 11 10 2 Male Yes 20
158 93.58 18 17 3 Male Yes 0
113 44.33 15 16 1 Female Yes 0
121 30.54 12 12 1 Male Yes 0
130 2.96 10 11 3 Female No 0
85 10.84 -999 12 1 Male No 0
87 24.63 14 12 1 Male Yes 0
135 44.33 16 16 3 Female Yes 0
110 54.18 12 12 4 Male Yes 0
146 10.84 -999 16 2 Male Yes 0
135 128.05 18 16 2 Female Yes 0
118 54.18 -999 14 2 Female Yes 0
111 73.88 16 13 2 Female Yes 0

R Gen

Random number generation Uniform Descriptive Statistics
p1 16807 AVG MIN MAX STDEV True parameters
p2 0 Estimated 0.5057324436 0.0026269252 0.9990823441 0.286724829 α 300
N 2,147,483,647 Actual 0.5 0 1 0.2886751346 β1 20
Seed 757 β2 2.2959979011 0.4349524716
σ 900 0.72901624 0.0934753445
Generates a series of standard normal random variables Estimates via 0.9379277113 30.0202923703
Uniform Std. Normal Y INT X ε Matrix multiplication 1891.5283895565 1377
x0 12,722,899 0.006 -2.517 Don't use first draw! 2048 1 79 168 (X'X)-1X'Y 18751472.7967812 1240977.12265283
x1 1,232,882,440 0.574 0.187 3102 1 29 2222 alpha -49.8
x2 2,132,942,824 0.993 2.469 1397 1 93 -763 beta -0.2 0.9379277113
x3 425,523,597 0.198 -0.848 740 1 45 -460
x4 654,550,269 0.305 -0.511 933 1 1 613
x5 1,615,131,149 0.752 0.681 2258 1 85 258
x6 1,315,923,163 0.613 0.287 2456 1 50 1156
x7 1,934,003,735 0.901 1.285 747 1 56 -673
x8 488,293,153 0.227 -0.748 1922 1 74 142
x9 1,208,007,284 0.563 0.157 1556 1 85 -444
x10 668,023,450 0.311 -0.493 577 1 52 -763
x11 425,617,634 0.198 -0.848 -188 1 54 -1568
x12 87,546,481 0.041 -1.742 -335 1 11 -855
x13 367,407,972 0.171 -0.950 1293 1 53 -67
x14 1,010,300,279 0.470 -0.074 3329 1 56 1909
x15 2,111,075,971 0.983 2.121 -19 1 54 -1399
x16 129,028,863 0.060 -1.554 2790 1 82 850
x17 1,777,100,618 0.828 0.944 -259 1 3 -619
x18 527,524,250 0.246 -0.688 1747 1 61 227
x19 1,287,574,934 0.600 0.252 -289 1 51 -1609
x20 79,204,919 0.037 -1.788 1809 1 21 1089
x21 1,904,696,140 0.887 1.210 1334 1 4 954
x22 1,836,782,798 0.855 1.060 1530 1 80 -370
x23 731,060,361 0.340 -0.411 2089 1 84 109
x24 1,177,542,840 0.548 0.121 2641 1 63 1081
x25 1,900,704,775 0.885 1.201 1889 1 66 269
x26 1,325,904,300 0.617 0.299 -396 1 61 -1916
x27 35,765,181 0.017 -2.128 2995 1 74 1215
x28 1,957,459,554 0.912 1.350 1242 1 9 762
x29 1,720,735,685 0.801 0.846 1210 1 100 -1090
x30 242,383,646 0.113 -1.211 3048 1 41 1928
x31 2,112,943,610 0.984 2.142 1093 1 19 413
x32 1,453,666,478 0.677 0.459 2712 1 54 1332
x33 1,998,527,474 0.931 1.481 1027 1 72 -713
x34 459,532,791 0.214 -0.793 1600 1 68 -60
x35 1,016,423,725 0.473 -0.067 2252 1 38 1192
x36 1,948,617,837 0.907 1.325 954 1 21 234
x37 1,294,369,709 0.603 0.260 31 1 22 -709
x38 462,355,053 0.215 -0.788 1219 1 39 139
x39 1,205,540,925 0.561 0.154 -311 1 77 -2151
x40 18,117,030 0.008 -2.389 2968 1 97 728
x41 1,697,728,983 0.791 0.808 -27 1 56 -1447
x42 115,799,592 0.054 -1.608 143 1 17 -497
x43 623,558,562 0.290 -0.552 901 1 68 -759
x44 428,554,174 0.200 -0.843 -1372 1 6 -1792
x45 49,850,380 0.023 -1.991 657 1 65 -943
x46 316,714,330 0.147 -1.047 2153 1 66 533
x47 1,553,267,044 0.723 0.593 1047 1 44 -133
x48 947,995,576 0.441 -0.147 1446 1 73 -314
x49 780,468,739 0.363 -0.349 1214 1 78 -646
x50 507,980,497 0.237 -0.717 1090 1 23 330
x51 1,380,716,254 0.643 0.366 2994 1 18 2334
x52 2,137,275,143 0.995 2.593 -711 1 6 -1131
x53 224,365,032 0.104 -1.256 3515 1 80 1615
x54 2,069,292,339 0.964 1.794 -57 1 58 -1517
x55 98,678,408 0.046 -1.685 732 1 46 -488
x56 630,627,772 0.294 -0.543 358 1 0 58
x57 1,129,166,059 0.526 0.065 310 1 28 -550
x58 580,965,074 0.271 -0.611 1942 1 36 922
x59 1,819,339,456 0.847 1.024 3092 1 98 832
x60 1,766,071,006 0.822 0.925 2968 1 69 1288
x61 1,983,912,655 0.924 1.431 3070 1 95 870
x62 1,788,889,263 0.833 0.966 618 1 15 18
x63 1,090,785,241 0.508 0.020 2575 1 59 1095
x64 1,907,134,695 0.888 1.216 1722 1 1 1402
x65 2,019,387,390 0.940 1.558 935 1 35 -65
x66 1,012,306,542 0.471 -0.072 2393 1 83 433
x67 1,470,599,860 0.685 0.481 2184 1 99 -96
x68 982,553,697 0.458 -0.107 1492 1 17 852
x69 1,778,223,696 0.828 0.946 -308 1 51 -1628
x70 75,743,373 0.035 -1.808 2103 1 53 743
x71 1,708,550,987 0.796 0.826 1570 1 33 610
x72 1,612,594,472 0.751 0.677 2495 1 78 635
x73 1,631,665,764 0.760 0.706 -552 1 51 -1872
x74 40,323,358 0.019 -2.080 774 1 14 194
x75 1,257,329,101 0.585 0.216 -76 1 2 -416
x76 691,114,027 0.322 -0.463 1927 1 20 1227
x77 1,961,888,813 0.914 1.363 1384 1 58 -76
x78 1,001,364,053 0.466 -0.085 -327 1 45 -1527
x79 96,297,232 0.045 -1.697 1786 1 56 366
x80 1,412,392,033 0.658 0.406 3382 1 96 1162
x81 1,936,148,340 0.902 1.291 -236 1 75 -2036
x82 25,447,389 0.012 -2.262 -493 1 5 -893
x83 345,021,170 0.161 -0.992 1250 1 76 -570
x84 564,957,290 0.263 -0.634
x85 1,211,969,643 0.564 0.162
x86 691,398,106 0.322 -0.462
x87 293,953,625 0.137 -1.094
x88 1,266,187,275 0.590 0.227
x89 1,394,072,802 0.649 0.383
x90 1,134,994,444 0.529 0.072
x91 1,901,867,654 0.886 1.204
x92 1,543,058,830 0.719 0.579
x93 1,177,234,638 0.548 0.121
x94 1,015,721,055 0.473 -0.068
x95 876,261,382 0.408 -0.233
x96 2,029,679,795 0.945 1.599
x97 50,581,970 0.024 -1.985
x98 1,875,129,225 0.873 1.142
x99 974,364,850 0.454 -0.116
x100 1,587,225,575 0.739 0.641
x101 458,375,991 0.213 -0.795
x102 901,438,948 0.420 -0.202
x103 2,134,753,098 0.994 2.516
x104 786,027,657 0.366 -0.342
x105 1,594,918,502 0.743 0.652
x106 904,381,260 0.421 -0.199
x107 46,583,354 0.022 -2.020
x108 1,242,383,170 0.579 0.198
x109 750,438,409 0.349 -0.387
x110 446,881,232 0.208 -0.813
x111 982,552,665 0.458 -0.107
x112 1,760,878,872 0.820 0.915
x113 619,062,397 0.288 -0.558
x114 23,436,664 0.011 -2.293
x115 910,504,447 0.424 -0.192
x116 2,027,255,854 0.944 1.589
x117 113,594,876 0.053 -1.617
x118 76,118,749 0.035 -1.806
x119 1,575,044,478 0.733 0.623
x120 1,889,108,824 0.880 1.173
x121 1,853,767,720 0.863 1.095
x122 581,319,364 0.271 -0.611
x123 1,331,440,545 0.620 0.305
x124 741,638,075 0.345 -0.398
x125 716,039,337 0.333 -0.430
x126 2,122,262,818 0.988 2.265
x127 1,315,289,103 0.612 0.286
x128 2,014,775,550 0.938 1.540
x129 810,522,954 0.377 -0.312
x130 970,514,957 0.452 -0.121
x131 1,306,583,334 0.608 0.275
x132 1,725,803,963 0.804 0.855
x133 1,673,069,759 0.779 0.769
x134 132,565,695 0.062 -1.540
x135 1,091,093,926 0.508 0.020
x136 652,752,549 0.304 -0.513
x137 1,465,622,167 0.682 0.475
x138 1,074,329,679 0.500 0.001
x139 216,410,977 0.101 -1.277
x140 1,529,476,068 0.712 0.560
x141 525,020,286 0.244 -0.692
x142 5,641,279 0.003 -2.791
x143 323,695,685 0.151 -1.033
x144 777,299,944 0.362 -0.353
x145 937,134,107 0.436 -0.160
x146 767,869,251 0.358 -0.365
x147 1,349,266,734 0.628 0.327
x148 1,846,169,665 0.860 1.079
x149 1,729,827,799 0.806 0.861
x150 582,204,707 0.271 -0.609
x151 1,179,014,817 0.549 0.123
x152 870,418,450 0.405 -0.240
x153 464,285,786 0.216 -0.785
x154 1,443,115,751 0.672 0.445
x155 766,117,839 0.357 -0.367
x156 1,978,056,308 0.921 1.413
x157 2,145,512,996 0.999 3.116
x158 1,239,006,995 0.577 0.194
x159 1,989,123,653 0.926 1.448
x160 1,323,303,122 0.616 0.296
x161 1,414,923,122 0.659 0.409
x162 1,526,488,223 0.711 0.556
x163 1,847,916,899 0.861 1.083
x164 1,030,818,579 0.480 -0.050
x165 1,217,276,904 0.567 0.168
x166 1,843,704,206 0.859 1.074
x167 1,095,047,679 0.510 0.025
x168 531,486,163 0.247 -0.682
x169 1,303,453,668 0.607 0.271
x170 665,115,029 0.310 -0.497
x171 935,909,768 0.436 -0.162
x172 1,665,240,148 0.775 0.757
x173 1,684,279,732 0.784 0.787
x174 1,707,504,617 0.795 0.824
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x1103 1,374,883,881 0.640 0.359
x1104 749,346,247 0.349 -0.388
x1105 1,418,267,321 0.660 0.414
x1106 1,897,865,994 0.884 1.194
x1107 859,152,267 0.400 -0.253
x1108 92,109,041 0.043 -1.718
x1109 1,888,426,247 0.879 1.172
x1110 1,119,114,316 0.521 0.053
x1111 1,292,528,586 0.602 0.258
x1112 1,730,855,497 0.806 0.863
x1113 674,855,817 0.314 -0.484
x1114 1,440,576,512 0.671 0.442
x1115 1,038,800,906 0.484 -0.041
x1116 84,777,032 0.039 -1.757
x1117 1,065,918,863 0.496 -0.009
x1118 589,747,167 0.275 -0.599
x1119 1,243,604,864 0.579 0.200
x1120 1,956,096,644 0.911 1.346
x1121 289,143,785 0.135 -1.105
x1122 2,031,584,981 0.946 1.608
x1123 2,006,272,014 0.934 1.508
x1124 1,772,997,751 0.826 0.937
x1125 290,115,285 0.135 -1.103
x1126 1,179,716,305 0.549 0.124
x1127 1,922,909,031 0.895 1.256
x1128 850,680,314 0.396 -0.263
x1129 1,585,399,319 0.738 0.638
x1130 1,976,746,104 0.920 1.408
x1131 1,599,750,838 0.745 0.659
x1132 517,073,826 0.241 -0.704
x1133 1,740,957,820 0.811 0.880
x1134 813,390,365 0.379 -0.309
x1135 1,918,451,400 0.893 1.245
x1136 1,093,203,742 0.509 0.023
x1137 1,752,691,709 0.816 0.901
x1138 456,367,264 0.213 -0.798
x1139 1,500,502,611 0.699 0.521
x1140 1,046,916,356 0.488 -0.031
x1141 1,189,675,421 0.554 0.136
x1142 1,802,047,177 0.839 0.991
x1143 1,045,030,198 0.487 -0.034
x1144 1,701,272,620 0.792 0.814
x1145 1,691,648,182 0.788 0.799
x1146 994,992,241 0.463 -0.092
x1147 379,435,298 0.177 -0.928
x1148 1,290,105,543 0.601 0.255
x1149 1,808,961,089 0.842 1.004
x1150 1,283,032,244 0.597 0.247
x1151 1,039,625,381 0.484 -0.040
x1152 1,056,826,475 0.492 -0.020
x1153 245,320,988 0.114 -1.204
x1154 2,088,726,723 0.973 1.921
x1155 314,855,952 0.147 -1.051
x1156 384,279,056 0.179 -0.919
x1157 1,094,767,663 0.510 0.025
x1158 120,224,545 0.056 -1.589
x1159 1,979,299,635 0.922 1.416
x1160 1,567,273,415 0.730 0.612
x1161 129,871,803 0.060 -1.551
x1162 912,007,669 0.425 -0.190
x1163 1,522,104,244 0.709 0.550
x1164 1,180,825,844 0.550 0.125
x1165 1,243,578,181 0.579 0.200
x1166 1,507,635,463 0.702 0.530
x1167 669,675,688 0.312 -0.491
x1168 277,494,289 0.129 -1.130
x1169 1,659,517,586 0.773 0.748
x1170 2,141,944,313 0.997 2.797
x1171 1,389,693,930 0.647 0.378
x1172 553,736,738 0.258 -0.650
x1173 1,606,713,115 0.748 0.669
x1174 1,567,946,427 0.730 0.613
x1175 703,766,252 0.328 -0.446
x1176 2,006,953,335 0.935 1.511
x1177 339,057,916 0.158 -1.003
x1178 1,272,278,721 0.592 0.234
x1179 693,790,668 0.323 -0.459
x1180 1,851,037,513 0.862 1.089
x1181 1,939,370,549 0.903 1.299
x1182 494,022,877 0.230 -0.739
x1183 870,714,437 0.405 -0.239
x1184 1,143,972,001 0.533 0.082
x1185 316,329,216 0.147 -1.048
x1186 1,523,106,987 0.709 0.551
x1187 854,058,269 0.398 -0.259
x1188 376,630,535 0.175 -0.933
x1189 1,395,094,036 0.650 0.384
x1190 1,119,005,106 0.521 0.053
x1191 1,604,519,763 0.747 0.666
x1192 1,211,501,362 0.564 0.161
x1193 1,410,933,927 0.657 0.404
x1194 1,052,080,915 0.490 -0.025
x1195 2,091,072,654 0.974 1.939
x1196 1,088,212,623 0.507 0.017
x1197 1,618,816,909 0.754 0.687
x1198 985,465,720 0.459 -0.103
x1199 1,328,470,376 0.619 0.302
x1200 214,131,573 0.100 -1.283
x1201 1,874,238,686 0.873 1.140
x1202 1,039,461,406 0.484 -0.040
x1203 448,382,297 0.209 -0.811
x1204 441,148,356 0.205 -0.822
x1205 1,266,869,848 0.590 0.227
x1206 2,128,658,978 0.991 2.375
x1207 1,441,367,873 0.671 0.443
x1208 1,454,303,351 0.677 0.460
x1209 1,965,033,750 0.915 1.372
x1210 171,229,037 0.080 -1.407
x1211 218,337,879 0.102 -1.272
x1212 1,702,663,277 0.793 0.816
x1213 1,442,100,264 0.672 0.444
x1214 878,697,006 0.409 -0.230
x1215 15,539,423 0.007 -2.445
x1216 1,325,561,074 0.617 0.298
x1217 709,616,740 0.330 -0.439
x1218 1,551,857,389 0.723 0.591
x1219 878,244,108 0.409 -0.230
x1220 993,617,325 0.463 -0.094
x1221 893,542,203 0.416 -0.212
x1222 410,662,350 0.191 -0.873
x1223 2,137,158,639 0.995 2.589
x1224 413,765,951 0.193 -0.868
x1225 612,289,471 0.285 -0.568
x1226 7,502,673 0.003 -2.697
x1227 1,543,373,585 0.719 0.579
x1228 24,870,982 0.012 -2.271
x1229 1,394,766,956 0.649 0.384
x1230 2,064,222,487 0.961 1.765
x1231 789,021,724 0.367 -0.339
x1232 376,595,043 0.175 -0.933
x1233 798,579,992 0.372 -0.327
x1234 2,108,615,441 0.982 2.095
x1235 1,724,574,093 0.803 0.853
x1236 329,997,492 0.154 -1.021
x1237 1,465,071,490 0.682 0.474
x1238 409,035,928 0.190 -0.876
x1239 571,687,849 0.266 -0.624
x1240 515,841,465 0.240 -0.706
x1241 356,019,316 0.166 -0.971
x1242 727,203,470 0.339 -0.416
x1243 779,285,213 0.363 -0.351
x1244 2,091,295,485 0.974 1.940
x1245 538,365,946 0.251 -0.672
x1246 967,849,611 0.451 -0.124
x1247 1,607,269,699 0.748 0.670
x1248 185,035,480 0.086 -1.365
x1249 334,991,504 0.156 -1.011
x1250 1,647,568,941 0.767 0.730
x1251 1,037,046,969 0.483 -0.043
x1252 671,128,931 0.313 -0.489
x1253 1,079,829,273 0.503 0.007
x1254 306,290,514 0.143 -1.069
x1255 306,366,939 0.143 -1.068
x1256 1,590,841,914 0.741 0.646
x1257 1,108,643,448 0.516 0.041
x1258 1,402,309,164 0.653 0.393
x1259 2,124,577,170 0.989 2.302
x1260 1,557,897,521 0.725 0.599
x1261 1,463,011,223 0.681 0.471
x1262 141,866,811 0.066 -1.506
x1263 648,644,307 0.302 -0.519
x1264 1,137,875,577 0.530 0.075
x1265 932,946,104 0.434 -0.165
x1266 1,247,063,181 0.581 0.204
x1267 2,097,971,994 0.977 1.994
x1268 1,081,303,065 0.504 0.009
x1269 1,453,992,541 0.677 0.460
x1270 1,036,217,374 0.483 -0.044
x1271 1,760,511,295 0.820 0.915
x1272 883,646,699 0.411 -0.224
x1273 1,600,651,088 0.745 0.660
x1274 615,190,047 0.286 -0.564
x1275 1,512,843,271 0.704 0.537
x1276 150,475,217 0.070 -1.475
x1277 1,448,719,600 0.675 0.453
x1278 460,727,514 0.215 -0.791
x1279 1,768,780,363 0.824 0.929
x1280 275,435,520 0.128 -1.135
x1281 1,417,525,355 0.660 0.413
x1282 165,061,667 0.077 -1.426
x1283 1,790,048,992 0.834 0.968
x1284 1,254,997,721 0.584 0.213
x1285 162,316,013 0.076 -1.435
x1286 740,998,801 0.345 -0.399
x1287 709,179,454 0.330 -0.439
x1288 644,842,528 0.300 -0.524
x1289 1,665,885,334 0.776 0.758
x1290 1,790,502,599 0.834 0.969
x1291 288,835,982 0.134 -1.105
x1292 1,153,307,254 0.537 0.093
x1293 447,620,156 0.208 -0.812
x1294 516,746,451 0.241 -0.704
x1295 533,733,489 0.249 -0.679
x1296 419,556,104 0.195 -0.858
x1297 1,290,626,827 0.601 0.256
x1298 1,980,246,689 0.922 1.420
x1299 304,540,817 0.142 -1.072
x1300 963,980,518 0.449 -0.128
x1301 1,003,933,058 0.467 -0.082
x1302 323,891,327 0.151 -1.033
x1303 1,917,971,391 0.893 1.243
x1304 1,615,627,067 0.752 0.682
x1305 1,060,882,401 0.494 -0.015
x1306 1,841,276,213 0.857 1.069
x1307 1,089,958,621 0.508 0.019
x1308 899,034,237 0.419 -0.205
x1309 373,480,967 0.174 -0.939
x1310 2,147,395,835 1.000 3.939
x1311 671,627,363 0.313 -0.488
x1312 867,041,309 0.404 -0.244
x1313 1,686,735,468 0.785 0.791
x1314 31,386,629 0.015 -2.180
x1315 1,381,580,088 0.643 0.367
x1316 1,623,347,652 0.756 0.693
x1317 1,971,735,676 0.918 1.393
x1318 1,141,349,675 0.531 0.079
x1319 1,340,052,721 0.624 0.316
x1320 1,605,075,758 0.747 0.666
x1321 1,966,174,739 0.916 1.376
x1322 20,478,337 0.010 -2.344
x1323 582,026,439 0.271 -0.610
x1324 330,348,188 0.154 -1.020
x1325 916,768,221 0.427 -0.184
x1326 2,075,806,769 0.967 1.833
x1327 65,037,421 0.030 -1.877
x1328 14,758,424 0.007 -2.464
x1329 1,084,212,763 0.505 0.012
x1330 965,162,946 0.449 -0.127
x1331 1,549,647,631 0.722 0.588
x1332 246,063,401 0.115 -1.203
x1333 1,681,560,132 0.783 0.782
x1334 1,096,344,004 0.511 0.026
x1335 843,983,968 0.393 -0.271
x1336 709,061,741 0.330 -0.439
x1337 813,923,784 0.379 -0.308
x1338 146,206,298 0.068 -1.490
x1339 567,958,318 0.264 -0.630
x1340 110,639,711 0.052 -1.630
x1341 1,948,268,122 0.907 1.324
x1342 1,859,160,645 0.866 1.106
x1343 1,025,896,665 0.478 -0.056
x1344 99,046,892 0.046 -1.684
x1345 381,287,419 0.178 -0.925
x1346 206,448,485 0.096 -1.304
x1347 1,593,597,490 0.742 0.650
x1348 176,969,046 0.082 -1.389
x1349 53,905,027 0.025 -1.958
x1350 1,891,173,402 0.881 1.178
x1351 45,908,167 0.021 -2.026
x1352 631,933,496 0.294 -0.541
x1353 1,599,632,857 0.745 0.658
x1354 681,650,806 0.317 -0.475
x1355 1,827,323,344 0.851 1.040
x1356 659,806,861 0.307 -0.504
x1357 1,915,843,366 0.892 1.238
x1358 209,649,244 0.098 -1.295
x1359 1,701,662,828 0.792 0.815
x1360 1,807,423,097 0.842 1.001
x1361 1,203,804,464 0.561 0.152
x1362 898,188,061 0.418 -0.206
x1363 1,184,186,464 0.551 0.129
x1364 1,890,943,699 0.881 1.178
x1365 480,257,140 0.224 -0.760
x1366 1,438,206,554 0.670 0.439
x1367 2,009,106,093 0.936 1.519
x1368 13,239,623 0.006 -2.503
x1369 1,327,528,120 0.618 0.301
x1370 1,557,504,157 0.725 0.599
x1371 1,294,193,416 0.603 0.260
x1372 1,794,365,896 0.836 0.976
x1373 794,759,251 0.370 -0.332
x1374 170,447,217 0.079 -1.409
x1375 2,110,674,668 0.983 2.117
x1376 1,974,263,930 0.919 1.401
x1377 684,041,713 0.319 -0.472
x1378 1,209,108,000 0.563 0.159
x1379 1,987,888,086 0.926 1.444
x1380 2,031,965,023 0.946 1.609
x1381 1,951,186,967 0.909 1.332
x1382 1,524,064,679 0.710 0.553
x1383 1,917,602,184 0.893 1.242
x1384 1,852,815,959 0.863 1.093
x1385 1,764,941,413 0.822 0.922
x1386 178,712,280 0.083 -1.384
x1387 1,435,151,454 0.668 0.435
x1388 54,164,274 0.025 -1.956
x1389 1,953,370,437 0.910 1.338
x1390 1,714,422,970 0.798 0.836
x1391 1,518,764,991 0.707 0.545
x1392 892,575,495 0.416 -0.213
x1393 1,343,070,170 0.625 0.320
x1394 779,733,573 0.363 -0.350
x1395 1,036,947,417 0.483 -0.043
x1396 1,145,442,114 0.533 0.084
x1397 1,402,198,290 0.653 0.393
x1398 261,117,852 0.122 -1.167
x1399 1,298,647,743 0.605 0.266
x1400 1,496,312,140 0.697 0.515
x1401 1,484,630,610 0.691 0.500
x1402 574,167,777 0.267 -0.621
x1403 1,393,802,068 0.649 0.383
x1404 879,735,400 0.410 -0.228
x1405 287,958,205 0.134 -1.107
x1406 1,432,894,744 0.667 0.432
x1407 780,344,950 0.363 -0.349
x1408 574,942,421 0.268 -0.620
x1409 1,528,341,894 0.712 0.558
x1410 790,310,691 0.368 -0.337
x1411 565,426,942 0.263 -0.633
x1412 515,476,219 0.240 -0.706
x1413 659,780,735 0.307 -0.504
x1414 1,476,743,684 0.688 0.489
x1415 1,162,588,609 0.541 0.104
x1416 1,820,531,057 0.848 1.027
x1417 318,472,543 0.148 -1.044
x1418 1,038,781,877 0.484 -0.041
x1419 1,912,440,276 0.891 1.229
x1420 995,974,083 0.464 -0.091
x1421 1,848,868,263 0.861 1.085
x1422 1,988,007,798 0.926 1.445
x1423 1,896,480,960 0.883 1.191
x1424 1,203,205,946 0.560 0.152
x1425 1,576,314,270 0.734 0.625
x1426 1,755,666,498 0.818 0.906
x1427 1,061,522,106 0.494 -0.014
x1428 1,855,379,913 0.864 1.098
x1429 1,907,643,351 0.888 1.218
x1430 1,978,434,194 0.921 1.414
x1431 2,054,192,057 0.957 1.712
x1432 1,858,792,827 0.866 1.106
x1433 1,286,430,480 0.599 0.251
x1434 171,719,364 0.080 -1.405
x1435 2,016,812,827 0.939 1.548
x1436 691,299,141 0.322 -0.462
x1437 778,132,517 0.362 -0.352
x1438 2,045,286,636 0.952 1.669
x1439 361,753,723 0.168 -0.960
x1440 468,617,804 0.218 -0.778
x1441 1,236,898,279 0.576 0.192
x1442 907,672,193 0.423 -0.195
x1443 1,670,203,110 0.778 0.765
x1444 1,344,919,833 0.626 0.322
x1445 1,802,248,556 0.839 0.991
x1446 134,639,757 0.063 -1.533
x1447 1,590,115,608 0.740 0.645
x1448 1,786,520,388 0.832 0.962
x1449 2,079,292,409 0.968 1.856
x1450 666,130,432 0.310 -0.495

D Gen

Error SSN bwght orig bweight Intercept cigs faminc parity motheduc male dummy white dummy Married Dummy Nutrition Dummy Mother's height Gestational age
-0.0120135864 76421090 122 114 1 0 16.75 4 12 1 1 1 0 154 40
0.3931684813 36145618 132 115 1 0 20.69 1 12 0 0 0 0 154 39 gestational age mother's height nutrition dummy married dummy white dummy male dummy motheduc parity faminc cigs Intercept
-2.5025460088 52181404 130 21 1 15 24.63 1 14 0 0 1 0 140 38 Coeff 2.296 0.435 9.227 3.739 3.694 1.485 -0.410 0.201 0.040 -0.183 -49.752 0 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
TRUE Est coeff SE 1.5398617891 44502621 98 166 1 0 73.88 1 16 1 1 1 0 176 38 SE 0.729 0.093 2.070 1.617 2.029 1.621 0.388 0.911 0.025 0.139 33.110 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
Intercept -39.00 -49.75 33.11 -0.6070861263 58703304 115 97 1 10 93.58 3 11 0 1 0 0 158 40 ?/SEE 0.9379277113 30.0202923703 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
cigs -0.10 -0.18 0.14 1.1776869159 65775517 108 158 1 0 20.69 1 12 1 1 1 1 169 39 1891.5283895565 1377 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
faminc 0.05 0.04 0.02 1.1369869803 73371838 123 154 1 0 128.05 3 16 1 1 0 0 156 41 0.0661802481 18751472.7967812 1240977.12265283 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
parity 1.00 0.20 0.91 1.580701083 45030573 116 169 1 0 128.05 1 12 1 1 0 0 180 38 R2^^^ ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
motheduc 0.02 -0.41 0.39 -0.7599669906 81652315 140 79 1 0 64.03 1 13 0 0 1 0 142 39 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
gender_dum 1.00 1.49 1.62 0.4746548708 45049485 126 129 1 0 83.73 1 12 1 1 0 1 150 38 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
white_dum 4.00 3.69 2.03 0.4126997116 81749835 112 117 1 0 64.03 3 12 1 0 0 0 140 40 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
married_dum 2.00 3.74 1.62 1.1124221009 30728803 119 158 1 0 44.33 2 12 1 1 1 1 159 41 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
nut_dum 7.00 9.23 2.07 0.0894370468 30538775 105 118 1 0 54.18 1 12 1 1 0 0 169 39 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
height 0.40 0.43 0.09 0.7887430537 36433805 133 135 1 0 16.75 1 11 1 1 0 0 163 39 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
gest_age 2.00 2.30 0.73 -0.8614413681 40774512 138 91 1 0 73.88 2 17 1 1 0 0 163 40 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
-0.3383732535 61979365 90 108 1 20 28.57 2 14 0 1 1 1 160 39 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
sigma 30 1.1471113506 30755197 114 155 1 0 128.05 2 16 0 1 0 0 163 41 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
-2.1467555243 46538703 103 56 1 0 54.18 2 16 1 1 1 0 163 41 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
-0.4933326728 53341905 144 95 1 10 28.57 1 12 0 1 0 0 163 39 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
0.915262664 74059784 85 139 1 0 24.63 3 12 0 1 0 0 164 38
Calc Actual -0.1615834448 78586010 116 101 1 0 73.88 1 15 0 1 0 0 150 38
min 21 23 0.142180495 71528993 98 115 1 12 54.18 2 12 0 1 0 0 160 39 cigs intercept
max 231 271 1.210431173 25809821 101 147 1 0 54.18 2 16 1 1 0 0 163 37 Coeff -0.1323500341 116.3230706404 0 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
average 116 119 -0.8871119078 57091990 129 87 1 0 93.58 1 16 0 1 0 0 161 39 SE 0.1376608297 0.870682736 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
99 pctl 187 161 -0.0501226963 40005574 111 108 1 0 128.05 1 15 0 1 0 0 151 38 ?/SEE 0.9349968983 30.6209339999 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
01 pctl 41 61 -0.9732772342 65871475 83 98 1 20 54.18 2 9 1 1 0 1 173 41 9968.0297261682 1386 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
stdev 31 20 -0.8482482484 22561609 104 83 1 10 0.99 2 12 1 1 1 0 167 36 18692878.6631828 1299571.2562512 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
-0.2302100354 24640219 123 109 1 0 36.45 1 12 1 0 1 0 173 40 0.0695222646 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
0.5373079582 51143112 130 146 1 0 73.88 2 12 0 1 1 1 175 40 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
0.6147940791 79513419 142 133 1 0 93.58 1 16 0 1 1 0 155 40 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
-0.3424060959 54029696 136 106 1 0 128.05 2 18 0 1 0 0 166 38 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
-0.5036645118 26812698 121 103 1 20 38.42 2 12 1 1 1 0 164 41 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
-0.0398325986 53411774 108 129 1 0 128.05 1 18 0 1 1 1 167 41 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
-0.2505173879 46228661 119 119 1 5 93.58 3 12 0 1 1 1 163 40 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
-1.3078017819 74350226 136 78 1 0 93.58 1 12 0 1 1 1 144 40
-0.5894139515 59346624 125 98 1 0 54.18 2 18 0 1 0 1 156 38
0.8340953106 59799463 35 137 1 0 54.18 1 16 1 1 0 0 161 39
-0.4462268385 44933260 91 105 1 6 44.33 1 14 1 1 1 0 163 41
-0.7957447347 37825479 126 100 1 0 22.66 2 12 1 1 1 0 175 41
-1.0039122242 53299964 152 84 1 0 128.05 2 12 0 1 0 0 156 39
-0.1018286202 47201511 125 118 1 0 93.58 1 16 1 1 1 0 168 40
-0.5427268561 40041296 134 104 1 0 128.05 1 16 0 1 0 0 179 38
0.6856136453 63912283 93 136 1 0 128.05 2 18 0 1 1 0 148 40
0.9146106088 37071486 148 129 1 0 44.33 2 14 0 0 0 0 150 38
0.2131726619 23967508 125 126 1 0 83.73 3 14 0 0 1 1 155 40
-1.4826581748 62744158 114 76 1 0 128.05 1 16 1 0 1 0 172 40
-2.9596112226 24064619 120 30 1 0 73.88 2 14 1 1 0 0 167 40
-0.6925962889 23045092 134 94 1 0 36.45 3 12 0 1 0 0 167 39
-2.166670966 70580932 58 47 1 0 20.69 1 11 0 1 1 0 157 40
-0.1345413958 28285351 120 110 1 0 73.88 1 14 0 0 0 1 157 39
-1.398516814 44606734 136 73 1 0 83.73 2 14 1 0 1 0 162 40
0.8141371203 38254886 137 145 1 0 24.63 1 10 0 1 0 1 160 41
1.7094180346 47196240 95 164 1 5 64.03 1 18 0 1 0 0 158 40
0.3729732121 34764379 112 131 1 12 128.05 1 12 1 1 1 0 164 40
0.5994265105 80216796 103 137 1 0 36.45 2 14 1 1 0 0 177 39
-1.0901981188 68457413 116 80 1 30 73.88 1 14 1 1 1 0 161 39
-0.5232011497 80181469 78 102 1 0 18.72 2 6 1 1 0 0 166 41
-1.048073944 24576513 124 80 1 0 83.73 2 16 0 0 0 0 154 41
0.1671746578 50795104 122 126 1 0 73.88 1 13 0 1 0 1 166 39
0.429111849 57052222 142 138 1 0 128.05 3 16 1 1 1 0 169 40
0.976399492 41902287 114 141 1 0 73.88 1 14 1 1 0 0 162 38
0.4712466336 73940419 101 131 1 0 64.03 1 14 1 1 0 0 176 38
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0.1556868747 49665771 121 119 1 0 38.42 1 10 1 1 0 0 157 41
0.3343144042 62125884 60 128 1 0 4.93 3 9 1 1 1 0 166 40
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-1.1791743962 58347480 124 83 1 0 54.18 2 18 1 0 0 1 166 39
0.7568758295 74393700 141 130 1 5 16.75 2 12 1 1 1 0 152 38
0.6884064302 45678359 68 141 1 10 18.72 4 11 0 0 0 1 166 41
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-0.1842632528 82893586 115 112 1 15 44.33 2 13 1 1 0 0 176 39
-0.0428447974 40184045 128 110 1 0 16.75 1 10 1 1 0 0 162 39
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-2.6974437556 38217250 139 30 1 0 128.05 1 12 0 1 1 0 140 40
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1.4016183453 50788864 139 149 1 0 54.18 1 16 0 1 0 0 146 40
1.3567830237 47476533 120 162 1 0 128.05 2 13 0 1 0 0 168 40
0.6561632973 53018599 117 141 1 0 128.05 1 16 1 1 1 0 169 39
0.8484622121 75482201 87 139 1 15 44.33 1 12 1 1 1 0 159 40
-0.0715480229 56455765 134 117 1 7 34.48 2 13 0 1 1 0 168 41
0.2752171069 49228178 106 124 1 0 128.05 1 16 1 1 0 0 165 38
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-1.8766154492 46297219 96 54 1 0 12.81 1 12 0 0 0 0 178 38
1.1940087243 61804319 113 153 1 0 38.42 1 13 0 1 0 0 167 41
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0.3763028649 36021505 105 134 1 0 54.18 1 14 0 1 1 1 163 40
1.4524008096 45701870 91 166 1 0 30.54 1 11 0 1 1 0 177 41
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1.6908782183 57382925 120 154 1 0 12.81 1 12 0 1 0 0 146 39
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0.1126761389 44348928 129 127 1 20 24.63 2 12 0 1 1 1 165 41
0.1466071641 65115206 121 130 1 0 128.05 2 16 1 1 0 1 160 40
1.0364065558 39161039 104 149 1 0 38.42 1 16 0 1 1 0 174 39
-0.2024941359 64726700 156 111 1 0 73.88 1 15 0 1 1 0 172 38
-1.9320254603 48371454 131 52 1 0 83.73 1 15 1 1 1 0 146 39
-1.0031835853 39570681 110 89 1 0 44.33 1 14 1 1 1 0 165 41
0.0245446599 26075041 106 123 1 0 128.05 1 16 0 1 1 0 165 41
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-0.6919587332 35180056 126 90 1 0 30.54 1 16 0 1 1 0 162 38
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1.3976381257 80093346 72 160 1 0 54.18 1 12 1 1 0 0 171 40
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-0.0741193011 60614811 126 105 1 0 30.54 2 12 0 1 0 0 161 37
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-1.5052015571 60984341 123 81 1 0 44.33 2 12 0 1 0 1 170 41
0.4045237777 47796928 114 128 1 0 54.18 1 12 1 1 1 0 161 40
0.9369832598 51299779 134 136 1 0 4.93 3 12 1 1 0 0 141 41
-0.7386909903 46576054 116 100 1 0 128.05 2 14 0 1 0 0 165 41
-0.1828032338 59898944 122 111 1 0 128.05 1 16 1 1 0 0 162 39
-0.2747434402 62320747 145 108 1 0 83.73 1 12 1 1 1 0 162 39
-2.4943190278 31383320 98 42 1 0 34.48 3 12 1 1 0 0 169 39
0.0466204358 35174088 112 111 1 0 54.18 1 11 0 0 1 0 156 40
0.4333344037 26671479 141 121 1 0 44.33 1 12 1 1 1 0 152 38
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-0.9547619561 76263876 113 82 1 0 26.6 2 12 1 1 0 0 157 39
-0.5584358683 58081440 102 91 1 0 73.88 1 17 0 1 0 0 155 38
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-0.4328349242 44678904 52 95 1 0 18.72 1 12 0 1 1 0 147 40
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-0.4309213194 43298280 139 111 1 0 4.93 1 11 1 1 1 0 180 41
0.9909442926 35321969 64 148 1 0 64.03 1 16 0 1 0 0 167 41
1.0929160288 29785314 110 160 1 0 54.18 4 12 1 0 0 1 178 40
-1.6970681015 45851383 133 63 1 0 54.18 1 13 0 1 1 0 168 38
-1.522448757 67844869 134 82 1 0 54.18 1 12 1 1 0 1 172 41
0.8164002522 43461883 86 129 1 10 2.96 1 9 0 1 1 0 152 38
-0.4718084911 69982642 158 111 1 0 93.58 3 17 0 0 0 1 179 39
-0.6338825444 51466408 101 96 1 0 30.54 1 10 1 1 0 0 176 38
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1.684362501 44650189 120 168 1 0 32.51 1 12 1 1 0 1 160 39
0.6586571887 74540536 158 139 1 0 12.81 3 9 1 1 1 0 163 41
0.8093422827 51034759 128 134 1 20 34.48 2 13 0 1 1 0 148 41
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0.3830691023 57814469 123 119 1 0 16.75 3 8 1 1 0 0 153 38
0.0617289841 79750524 94 124 1 0 128.05 1 16 0 1 1 0 169 40
0.0659020938 23438632 125 118 1 0 44.33 1 14 1 1 0 0 166 40
-0.3778342941 65112320 152 110 1 0 128.05 1 14 0 1 0 0 171 40
1.4164849512 69808511 142 158 1 0 128.05 1 16 0 1 0 0 151 41
-1.3647624648 65372815 124 75 1 5 44.33 1 13 1 1 1 0 163 40
1.2008237733 38262825 113 161 1 0 128.05 1 18 1 1 0 0 178 40
-1.6316084016 72196370 123 63 1 0 36.45 2 10 1 1 0 0 160 39
-1.8742136639 63601143 133 59 1 0 20.69 1 12 1 1 0 0 162 41
-2.1354592737 81030116 107 50 1 0 38.42 1 14 1 1 0 0 163 40
0.6663980448 33406693 114 130 1 0 54.18 1 12 0 0 1 0 163 39
0.0820674835 32563426 152 125 1 0 128.05 1 14 0 1 0 0 170 41
0.2037077225 45028844 112 131 1 0 12.81 4 17 1 0 0 1 177 40
0.7930153625 22664168 119 136 1 0 34.48 1 14 1 1 1 0 157 39
1.6075259386 41190351 140 165 1 0 128.05 2 13 0 1 1 0 148 41
1.225201734 42660216 124 152 1 0 64.03 2 12 0 1 1 0 157 40
0.0272821616 52295004 102 120 1 10 8.87 3 9 0 1 1 0 173 40
1.4805510536 42684885 129 151 1 6 30.54 2 11 0 1 0 0 162 37
-0.6942816041 77827808 118 100 1 0 64.03 1 16 0 1 0 1 160 40
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-0.6403401411 25169468 137 93 1 0 64.03 2 14 1 1 0 0 157 39
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0.4171930267 59822474 124 129 1 0 44.33 2 12 0 1 0 1 146 41
0.9008301314 70101134 153 156 1 6 83.73 2 15 0 1 0 1 172 41
-1.9914923605 78620806 105 45 1 0 14.78 3 8 1 1 1 0 148 37
1.0543133903 43885086 74 143 1 0 128.05 2 12 0 1 1 0 139 40
0.8620004099 80726779 139 134 1 0 64.03 1 13 1 1 1 0 144 39
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0.6834478234 23797764 130 147 1 0 54.18 3 12 0 1 1 0 178 41
0.742811481 41104880 121 140 1 0 34.48 3 12 1 0 0 0 173 41
0.8614825646 53511673 88 134 1 0 10.84 1 12 1 1 0 0 161 38
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1.2483173838 35759279 145 145 1 0 44.33 1 12 1 0 1 0 159 38
1.6138065963 29326568 142 168 1 0 44.33 2 13 0 0 1 1 162 40
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0.0619215787 34533628 101 119 1 0 128.05 1 16 0 1 1 0 161 39
0.9683152251 45517389 145 142 1 0 32.51 2 14 0 1 0 0 164 39
1.2423870371 75435766 135 144 1 0 44.33 3 16 1 1 0 0 149 38
-0.4442975215 60593726 86 101 1 0 4.93 1 11 0 1 1 0 165 40
-0.071771272 22912574 131 108 1 0 22.66 1 9 1 1 0 0 164 38
-0.9050104832 76526124 103 89 1 0 64.03 1 16 0 1 0 0 162 41
-0.0293782649 31140072 100 118 1 0 16.75 3 12 0 1 0 0 174 40
0.0175742459 72766733 126 122 1 0 93.58 1 12 1 1 0 0 170 41
1.7401040306 68564942 120 174 1 0 93.58 1 15 0 1 0 0 172 41
0.3037117693 64549508 125 122 1 20 18.72 1 12 0 0 0 1 162 40
-1.1346563864 63664489 90 83 1 12 83.73 3 9 1 1 1 0 157 40
-0.1566885316 37108368 138 111 1 6 83.73 1 13 1 1 1 0 157 40
1.2727071753 25705118 120 155 1 0 34.48 3 6 0 1 1 1 151 39
1.5476223497 72748472 105 171 1 0 54.18 1 17 0 1 1 0 184 40
-2.2707369464 68614074 151 51 1 0 128.05 1 14 0 1 0 0 170 39
1.2645075795 56963045 107 154 1 0 83.73 1 12 1 0 1 0 166 40
0.6491045996 79533289 102 143 1 5 83.73 4 12 1 1 1 0 170 40
-1.9194955682 74951015 141 53 1 0 83.73 1 14 1 1 0 0 153 39
-1.1960485602 24276594 94 80 1 0 4.93 2 10 0 1 1 0 160 41
0.4904437767 45444155 91 127 1 0 32.51 1 11 0 1 1 0 152 41
0.4584140297 25522740 129 128 1 0 73.88 1 12 0 1 0 0 166 39
0.534441494 78109493 98 131 1 0 93.58 2 13 0 1 1 0 158 39
0.7824926763 46161695 128 128 1 9 8.87 1 11 0 1 1 0 143 40
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-0.6895179583 80938477 129 94 1 0 16.75 1 12 1 0 1 0 177 39
1.5538540772 32607659 106 169 1 0 83.73 1 16 1 1 0 1 165 39
0.0886155827 64756927 271 130 1 0 83.73 1 14 1 1 1 1 172 39
-0.151744003 78999700 114 108 1 0 64.03 1 16 1 0 1 0 161 40
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0.6455610365 36418908 87 139 1 20 54.18 2 12 0 1 1 0 168 41
0.410970181 58268097 97 125 1 0 10.84 1 11 1 1 1 0 158 40
-2.4638632669 56667464 54 30 1 0 30.54 1 12 0 1 0 0 140 40
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0.2383928224 27193435 147 121 1 0 36.45 2 17 1 1 1 0 155 40
-1.6302850746 56633187 113 59 1 0 12.81 2 12 0 0 1 0 161 39
2.8023848076 66526490 119 203 1 10 128.05 1 13 0 1 0 0 167 40
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-0.2403255104 72203631 103 118 1 0 128.05 1 18 1 1 0 1 162 40
-0.6254765451 41648527 104 100 1 0 54.18 1 16 1 1 1 0 161 41
0.0168328397 71695006 116 124 1 0 36.45 1 17 0 1 0 1 167 41
-0.224616145 31650043 112 116 1 0 24.63 2 7 1 1 1 1 166 39
0.8571367801 75027826 132 143 1 0 54.18 3 12 0 1 1 0 162 40
0.5926620604 64084201 131 127 1 0 128.05 2 12 0 0 1 0 160 37
-0.6094587797 73619077 123 94 1 0 10.84 1 12 1 0 1 1 158 38
0.8462020996 72648043 120 136 1 0 64.03 1 16 1 1 1 0 159 37
-2.1828626736 45519735 130 50 1 0 128.05 1 16 1 1 1 0 154 39
-0.2392444829 28683145 117 103 1 0 0.99 2 9 0 1 0 0 153 41
-0.1220688225 60407540 116 100 1 10 64.03 1 12 0 0 1 0 153 38
-0.6882501896 62586827 86 86 1 0 54.18 2 14 0 0 1 0 161 37
0.4010125512 56364553 115 129 1 0 54.18 1 13 0 1 1 0 166 40
1.8222935203 67156225 100 184 1 0 44.33 2 11 0 1 0 1 177 41
-0.449481143 51305317 129 99 1 0 22.66 1 16 1 1 0 0 160 40
0.0715575147 65035505 135 115 1 0 14.78 3 12 1 1 1 0 162 38
0.0071055728 52390347 68 117 1 0 64.03 1 12 1 0 1 0 172 40
0.7907238069 64793325 100 145 1 0 32.51 3 12 1 0 1 0 180 40
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0.880466436 58836678 114 150 1 0 73.88 1 16 0 1 1 0 175 41
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0.0286509633 26233858 74 116 1 10 28.57 2 12 1 1 1 0 157 41
-1.1191063486 44374078 148 93 1 0 128.05 1 16 1 1 1 0 177 40
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0.9245150816 59198492 130 137 1 0 128.05 1 18 1 0 0 0 158 38
0.814771717 68789713 99 136 1 0 12.81 2 9 1 1 0 0 168 38
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1.044407801 82205589 101 151 1 4 8.87 2 10 0 1 0 0 176 41
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0.9691617165 79294782 114 151 1 0 64.03 1 14 1 0 1 1 175 38
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-0.6201967737 77283701 133 100 1 0 36.45 2 12 1 1 0 0 166 41
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1.2219892321 40038822 116 151 1 0 83.73 1 13 1 0 0 0 172 39
-0.8365235531 56731909 109 90 1 0 54.18 1 12 1 1 1 0 153 41
1.223100831 58363348 127 157 1 0 73.88 1 16 0 1 1 0 175 39
-0.5741327288 41565236 127 97 1 0 22.66 1 14 1 1 0 0 159 41
0.1683314425 66092114 123 114 1 0 16.75 1 14 1 1 1 0 158 38
1.4156330589 49677474 126 156 1 0 18.72 3 14 0 1 1 0 161 39
-1.4643045245 55540435 123 69 1 0 30.54 2 12 1 1 1 0 158 39
0.050515554 35738867 121 123 1 0 36.45 1 12 1 1 1 0 170 41
2.6344602884 75084261 108 187 1 0 36.45 1 12 0 0 0 0 154 41
0.0235402656 65907923 130 119 1 0 26.6 1 12 0 1 0 0 178 40
0.9464872381 73761509 97 139 1 0 54.18 2 12 1 0 1 0 165 38
1.206036791 73515204 129 152 1 0 64.03 1 12 0 1 0 0 171 39
-0.6097093467 38529901 87 94 1 5 128.05 1 10 0 0 0 0 160 40
1.3758855194 53234641 111 144 1 0 28.57 1 8 1 0 1 0 145 39
0.248858487 78736063 107 118 1 0 44.33 1 12 0 1 0 0 156 40
-1.8409151011 32153973 126 62 1 0 6.9 2 11 0 1 1 0 163 41
-0.0252861678 79865678 143 103 1 0 83.73 1 14 1 0 0 0 145 39
0.7769253497 22642187 128 155 1 0 93.58 2 13 1 1 1 1 169 41
0.1445223603 57765662 110 116 1 0 26.6 1 14 0 1 1 0 161 39
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-0.3122397504 49006953 144 112 1 0 44.33 4 13 0 1 0 1 168 38
-1.0208318451 57968077 125 84 1 0 20.69 1 12 0 1 0 1 155 39
-1.0121108873 69075387 109 95 1 0 73.88 1 16 1 1 1 0 181 40
0.1936313278 63748065 112 125 1 0 128.05 2 18 1 1 0 0 167 39
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1.7651235833 65072689 115 159 1 0 18.72 1 12 1 1 0 0 154 38
-0.181679345 66338291 128 115 1 0 16.75 5 9 0 1 1 0 164 41
-1.5945469313 76980088 117 64 1 0 44.33 1 15 1 1 1 0 152 40
-1.540405981 23959103 91 68 1 0 20.69 4 10 1 1 0 0 167 38
0.3807533794 33821666 136 129 1 0 128.05 3 12 0 1 0 0 157 40
-0.2388887877 79039667 106 113 1 0 73.88 1 16 1 1 1 0 167 40
2.5893434651 51570797 159 193 1 0 93.58 1 14 0 0 1 1 158 38
2.3020328599 62694658 103 186 1 0 54.18 1 16 1 0 1 0 178 39
1.965130465 48429216 128 176 1 0 4.93 1 12 1 1 0 1 151 41
-0.2396000162 39049552 135 101 1 0 44.33 1 13 1 1 0 0 156 38
0.0168916956 30126527 99 118 1 0 28.57 1 9 1 1 0 0 171 40

correlated variables

x1 x2 y1
0.9578269975 0.1868365978 0.5543693694 r 0.42
-0.3679680747 2.4691829392 2.1158563149 ρ 0.40
0.9552334857 -0.8482482484 -0.395338967
-0.3827480751 -0.5106481664 -0.6211160052
-0.0706987826 0.6811257905 0.5959825855
1.069800189 0.2865576423 0.690554493
-0.1363885384 1.2849245205 1.1230973602
0.9904615667 -0.7475055787 -0.2889155527
0.0131055343 0.1573670939 0.1494715376
-0.3308137336 -0.4928121575 -0.5839952965
-0.8841228347 -0.8480909687 -1.1309373459
-2.3482744814 -1.7418538899 -2.5357452526
-0.0120504295 -0.9498758512 -0.8753957696
0.5346369195 -0.0741193011 0.1459233062
0.1430537348 2.1211724765 2.001308181
-0.2093464557 -1.5540709531 -1.5080681378
-2.2247909279 0.9444375974 -0.0243250153 s
-0.5485480066 -0.6882501896 -0.8502109208
1.2441530455 0.2522440949 0.7288467499
-0.4406789165 -1.788066193 -1.815061302
0.3851610767 1.210431173 1.2634429255
0.1451952516 1.0595206832 1.0291448469
0.3256269679 -0.4112993885 -0.2467113291
1.0715426744 0.1214586433 0.5399357551
-1.8505608107 1.2007949931 0.3603224657
0.7722454965 0.2987177755 0.5826775622
0.5833604275 -2.1283398003 -1.7173114768
1.9670988354 1.3501317438 2.024255717
0.7879312482 0.8462020996 1.0907295342
-0.5178640128 -1.2114124731 -1.3174234763
-0.3520132749 2.1423178153 1.8226614003
-1.3124911916 0.4590927086 -0.104231059
-0.7057494303 1.4805510536 1.0746476826
0.1778939204 -0.7926645968 -0.6553315349
-2.0260466052 -0.0669539532 -0.8717829538
-0.4296219174 1.324888251 1.0424313725
-1.3410463528 0.2604401583 -0.2977211932
0.9743484477 -0.7881624356 -0.3326234251
0.9288980225 0.1544530579 0.5131177748
-1.6217841938 -2.3894678831 -2.8386971666
-1.2629101213 0.8083890182 0.2357367249
-0.4025895302 -1.6079470583 -1.6347436337
-0.5039004409 -0.5523126493 -0.7077630809
0.0838737644 -0.8431900239 -0.7392469162
-0.7829120984 -1.9914923605 -2.138397737
-0.2038683476 -1.0472957289 -1.0414097296
1.8548914049 0.5926620604 1.2851403126
-0.1540637829 -0.1473070337 -0.1966346396
0.1783871965 -0.3492945951 -0.2487789057
-0.5925456067 -0.7174544954 -0.8945761493
-0.793861889 0.3663448283 0.0182158257
0.2858645879 2.5932483005 2.4910971618
-0.1506357829 -1.2564407381 -1.2118012709
-0.5522277911 1.7939488691 1.4232901806
0.4903576444 -1.6854518403 -1.3485990699
-0.7812221501 -0.5427268561 -0.8099062399
0.7220790141 0.0647385631 0.3481654788
-0.5575361093 -0.6112019558 -0.7831902892
-0.9380770954 1.0244811009 0.5637216004
-1.084971594 0.9245150816 0.4133434309
0.3064188259 1.4313240739 1.4343977129
-0.4070683929 0.9661541634 0.7226675602
0.3558122125 0.0198950668 0.1605590149
0.9579818649 1.216374207 1.4980181213
-2.2334385438 1.5577229575 0.5343012554
-0.106365758 -0.071771272 -0.1083257606
0.4061048961 0.4811679303 0.603439651
-0.2192395776 -0.1066401826 -0.1854331728
-0.8949477175 0.9464872381 0.5094907956
-1.0617995179 -1.8084177129 -2.0821620186
1.6797482664 0.8260285525 1.4289669802
-0.1980063124 0.6773965861 0.5416417012
-0.0308623807 0.7056708721 0.6344130851
0.2530252665 -2.0796891534 -1.8048564869
-1.2257492221 0.2159573101 -0.2923715448
-0.7298598207 -0.4626014135 -0.7159251271
0.3226218088 1.3631074197 1.3783573098
0.6417826774 -0.0845829576 0.1791915099
0.4025003734 -1.6970681015 -1.3943884575
-1.0733344948 0.4061839925 -0.0570600196
-0.8138788775 1.2906607447 0.8573585609
-0.1118381726 -2.2619623776 -2.1178580319
-0.9048237421 -0.9917366566 -1.2708711565
1.9290396417 -0.6338825444 0.1906529084
0.0352346905 0.1620514841 0.1626165146
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0.7224462911 -0.3521945293 -0.0338131015
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0.3690091434 -0.960289747 -0.7325164336
0.501346572 -0.7782284629 -0.5127195391
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0.372850706 0.9913284323 1.0577077983
0.6349643003 -1.5325245459 -1.150596227
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1.6128411771 -0.4953085886 0.1911786509

lagged fibonacci

Random Coefficients Random signs
ID 123460 Seed values 123459 Seed values
134098571 Seed values 134098571 Seed values
10239457803 Seed values 10239457803 Seed values
20349857 Seed values 20349857 Seed values
Left 4 of ID times 12 14808 Seed values 16042 Seed values
β1 9 1 1
β2 1 0 -1
β3 5 1 1
β4 3 0 -1
β5 2 0 -1
β6 2 1 1
β7 4 1 1
β8 10 0 -1
β9 4 0 -1
β10 7 0 -1
β11 10 1 1
β12 5 0 -1
β13 6 0 -1
β14 1 0 -1
β15 9 0 -1
β16 10 1 1
β17 6 1 1
Intercept 30 -39.00
cigs -0.604516819 -0.1
faminc 0.0286810035 0.05
parity 1.9448614403 1
motheduc -0.0718075076 0.02
gender_dum 3.8370787137 1
white_dum 4.82548406 4
married_dum 2.00 2
nut_dum 10.00 7
height 0.50 0.4
gest_age 0.50 2

Worksheet 4

Regression 1 results
Estimated Coefficient Standard error Estimated Coefficient Standard error
Intercept 0.000 0.000 116.323 0.871 116.323 0.871
Cigarettes per day 0.000 0.000 -0.132 0.138 -0.132 0.138
Standard error of the estimate 0.000 30.621 30.621
R-squared 0.000 0.070 0.070
Answers to item 7
(a) What is the meaning of the slope coefficient and the intercept? Write your answer here
(b) Explain the estimated effect of cigarette smoking on birth weight. Write your answer here
(c) Do the coefficients have the signs you would expect? Write your answer here
(d) Are the coefficients statistically significant at the 95% confidence level? Write your answer here
(e) What does the R-squared value tell you? Write your answer here
(f) Predict the weight of a newborn whose mother smoked 20 cigarettes per day. Write your answer here and do not round the prediction.
Regression 2 results
Estimated Coefficient Standard error Estimated Coefficient Standard error
Intercept 0.000 0.000 -49.752 33.110 49.752 -33.110
Cigarettes per day 0.000 0.000 -0.183 0.139 0.183 -0.139
Family income 0.000 0.000 0.040 0.025 -0.040 -0.025
Parity 0.000 0.000 0.201 0.911 -0.201 -0.911
Mother's education 0.000 0.000 -0.410 0.388 0.410 -0.388
Male dummy 0.000 0.000 1.485 1.621 -1.485 -1.621
White dummy 0.000 0.000 3.694 2.029 -3.694 -2.029
Married Dummy 0.000 0.000 3.739 1.617 -3.739 -1.617
Nutrition Dummy 0.000 0.000 9.227 2.070 -9.227 -2.070
Mother's height 0.000 0.000 0.435 0.093 -0.435 -0.093
Gestational age 0.000 0.000 2.296 0.729 -2.296 -0.729
Standard error of the estimate 0.000 30.020 30.020
R-squared 0.000 0.066 0.066
Answers to item 9
(a) What is the meaning of the slope coefficient for the family income variable? Write your answer here
(b) Explain the estimated effect of taking a nutrition class on birth weight. Write your answer here
(c) Do the coefficients have the signs you would expect? Write your answer here
(d) Are the coefficients statistically significant at the 95% confidence level? Write your answer here
(e) What does the R-squared value tell you? Write your answer here
(f) Compare your results from this regression to the previous one. Has the coefficient for cigs changed? If so, explain why. Write your answer here
(g) What can you say about the goodness-of-fit for regressions 1 and 2? Write your answer here
(h) Does the second regression model violate the basic assumption that the explanatory variables must be uncorrelated with the error term? Explain. If the assumption was violated, provide a potential solution. Write your answer here

Start Here

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123456 Jackson Michael
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Raw Data

ssn bweight cigs faminc parity motheduc gender white married nutrition moth_hgt gest_age
76421090 114 0 4 12 Male White Married No 154 40
36145618 115 0 1 12 Female Non-white Unmarried No 154 39
52181404 21 15 1 14 Female Non-white Married No 140 38
44502621 166 0 1 16 Male White Married No 176 38
58703304 97 10 3 11 Female White Unmarried No 158 40
65775517 158 0 1 12 Male White Married Yes 169 39
73371838 154 0 3 16 Male White Unmarried No 156 41
45030573 169 0 1 12 Male White Unmarried No 180 38
81652315 79 0 1 13 Female Non-white Married No 142 39
45049485 129 0 1 12 Male White Unmarried Yes 150 38
81749835 117 0 3 12 Male Non-white Unmarried No 140 40
30728803 158 0 2 12 Male White Married Yes 159 41
30538775 118 0 1 12 Male White Unmarried No 169 39
36433805 135 0 1 11 Male White Unmarried No 163 39
40774512 91 0 2 17 Male White Unmarried No 163 40
61979365 108 20 2 14 Female White Married Yes 160 39
30755197 155 0 2 16 Female White Unmarried No 163 41
46538703 56 0 2 16 Male White Married No 163 41
53341905 95 10 1 12 Female White Unmarried No 163 39
74059784 139 0 3 12 Female White Unmarried No 164 38
78586010 101 0 1 15 Female White Unmarried No 150 38
71528993 115 12 2 12 Female White Unmarried No 160 39
25809821 147 0 2 16 Male White Unmarried No 163 37
57091990 87 0 1 16 Female White Unmarried No 161 39
40005574 108 0 1 15 Female White Unmarried No 151 38
65871475 98 20 2 9 Male White Unmarried Yes 173 41
22561609 83 10 2 12 Male White Married No 167 36
24640219 109 0 1 12 Male Non-white Married No 173 40
51143112 146 0 2 12 Female White Married Yes 175 40
79513419 133 0 1 16 Female White Married No 155 40
54029696 106 0 2 18 Female White Unmarried No 166 38
26812698 103 20 2 12 Male White Married No 164 41
53411774 129 0 1 18 Female White Married Yes 167 41
46228661 119 5 3 12 Female White Married Yes 163 40
74350226 78 0 1 12 Female White Married Yes 144 40
59346624 98 0 2 18 Female White Unmarried Yes 156 38
59799463 137 0 1 16 Male White Unmarried No 161 39
44933260 105 6 1 14 Male White Married No 163 41
37825479 100 0 2 12 Male White Married No 175 41
53299964 84 0 2 12 Female White Unmarried No 156 39
47201511 118 0 1 16 Male White Married No 168 40
40041296 104 0 1 16 Female White Unmarried No 179 38
63912283 136 0 2 18 Female White Married No 148 40
37071486 129 0 2 14 Female Non-white Unmarried No 150 38
23967508 126 0 3 14 Female Non-white Married Yes 155 40
62744158 76 0 1 16 Male Non-white Married No 172 40
24064619 30 0 2 14 Male White Unmarried No 167 40
23045092 94 0 3 12 Female White Unmarried No 167 39
70580932 47 0 1 11 Female White Married No 157 40
28285351 110 0 1 14 Female Non-white Unmarried Yes 157 39
44606734 73 0 2 14 Male Non-white Married No 162 40
38254886 145 0 1 10 Female White Unmarried Yes 160 41
47196240 164 5 1 18 Female White Unmarried No 158 40
34764379 131 12 1 12 Male White Married No 164 40
80216796 137 0 2 14 Male White Unmarried No 177 39
68457413 80 30 1 14 Male White Married No 161 39
80181469 102 0 2 6 Male White Unmarried No 166 41
24576513 80 0 2 16 Female Non-white Unmarried No 154 41
50795104 126 0 1 13 Female White Unmarried Yes 166 39
57052222 138 0 3 16 Male White Married No 169 40
41902287 141 0 1 14 Male White Unmarried No 162 38
73940419 131 0 1 14 Male White Unmarried No 176 38
67387918 71 0 2 14 Female White Married No 150 41
49665771 119 0 1 10 Male White Unmarried No 157 41
62125884 128 0 3 9 Male White Married No 166 40
26351356 132 0 1 11 Male White Married No 166 39
66080946 104 0 2 13 Female White Married Yes 181 39
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35193042 95 0 4 16 Male White Unmarried No 156 40
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49270972 109 0 1 12 Female White Married No 164 39
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47310344 138 0 3 16 Male White Married No 162 40
30088196 167 0 1 12 Female White Married No 166 41
72642791 116 0 4 7 Female White Unmarried No 173 41
36622698 99 0 2 12 Male White Unmarried No 150 39
69373240 46 0 1 11 Male White Unmarried No 158 39
53107343 129 0 1 13 Female White Unmarried No 167 39
44901127 68 20 1 12 Female Non-white Married No 157 38
67036162 138 3 3 12 Male Non-white Married No 160 38
78644193 141 4 1 12 Female White Unmarried Yes 158 40
57574164 105 10 2 11 Male Non-white Unmarried No 169 40
63981688 91 8 4 9 Female White Unmarried Yes 162 39
28033156 155 0 2 12 Male White Unmarried No 166 40
70249694 113 0 1 12 Male White Married No 165 39
47758958 164 0 1 13 Female White Married Yes 170 39
38948386 118 0 2 13 Male White Married No 167 39
26620506 164 0 1 14 Male White Unmarried No 169 41
30570678 100 0 4 9 Male White Unmarried No 153 39
46318649 107 12 1 12 Male Non-white Married No 177 38
44134225 95 0 1 12 Female Non-white Unmarried No 145 39
74706521 100 0 1 12 Female White Married No 169 41
33027929 141 0 1 12 Male White Unmarried No 163 39
46017179 140 0 2 12 Female White Married No 175 39
25723445 64 0 1 11 Male White Unmarried No 172 40
42300094 129 0 3 12 Female White Unmarried Yes 154 40
63511681 116 4 2 9 Female White Married No 181 41
33803441 87 0 1 12 Male White Unmarried No 163 38
74604137 108 0 1 12 Male Non-white Unmarried No 144 40
50527645 98 0 2 17 Female White Married Yes 150 41
69847822 127 0 1 15 Male Non-white Unmarried No 167 38
38156271 94 0 1 11 Male White Married No 168 41
38718272 147 0 2 12 Female Non-white Married No 164 40
42013452 95 0 1 12 Female Non-white Married No 160 38
25013188 112 0 1 12 Female White Married No 159 40
53608238 117 0 3 16 Female White Married No 166 40
35688550 141 0 2 14 Female White Married Yes 164 40
59392971 124 2 1 10 Female White Married Yes 163 40
57716449 98 0 3 13 Female White Unmarried No 174 39
60802436 170 0 1 14 Male White Unmarried Yes 166 40
61968643 70 0 1 12 Female White Unmarried No 167 40
57513185 103 3 1 12 Male White Married No 161 40
70624987 107 0 1 12 Male White Married No 175 39
37832238 97 0 2 12 Female White Married No 164 38
51827462 85 0 5 12 Male White Unmarried No 152 39
67793909 121 0 3 16 Male Non-white Unmarried No 161 40
61275641 136 0 2 14 Male White Unmarried No 150 39
25641608 109 0 1 12 Female White Married Yes 169 39
39575665 129 0 1 16 Male White Unmarried Yes 136 38
39855432 195 0 1 12 Male White Married Yes 160 39
37944092 64 0 1 16 Female White Unmarried No 159 40
31583890 50 0 1 16 Male Non-white Unmarried No 165 41
41997691 155 0 1 9 Female Non-white Unmarried No 165 39
55498265 145 0 3 12 Female White Unmarried No 160 39
63618415 163 0 2 13 Female Non-white Unmarried No 156 38
46349104 115 0 4 16 Male White Unmarried No 169 40
72801969 145 0 2 12 Male White Married No 173 38
58447535 124 0 1 11 Male White Married No 173 39
62620463 109 0 2 11 Male White Unmarried No 157 40
41441206 113 0 2 16 Female White Married No 152 39
38988611 115 0 3 18 Male White Married No 169 40
52854073 147 0 3 14 Female White Married No 167 41
34679850 149 0 1 12 Male White Married No 171 38
54102005 126 0 1 15 Male Non-white Married Yes 171 40
72812048 151 0 1 12 Female White Married No 165 41
52822474 86 0 1 15 Female White Unmarried No 167 40
57982180 153 0 3 12 Female Non-white Married Yes 148 38
61783387 105 0 3 9 Male White Unmarried Yes 154 39
60591016 111 0 1 13 Male White Married No 160 39
42263488 152 15 1 11 Female White Unmarried Yes 154 41
73869938 38 0 1 12 Male Non-white Unmarried Yes 148 38
39583299 135 20 1 10 Female White Unmarried No 168 39
59531184 128 0 1 12 Female Non-white Unmarried No 162 39
50145889 125 0 2 12 Female White Married No 161 40
72616875 118 0 1 16 Male Non-white Unmarried No 179 40
25492855 76 0 1 14 Female White Married Yes 145 41
78754843 148 0 1 17 Male White Married No 146 39
42324982 160 0 5 4 Female White Unmarried No 156 39
33261329 95 0 3 12 Female White Unmarried No 173 38
34439823 149 20 1 9 Male Non-white Married No 161 41
74240995 98 0 3 12 Male Non-white Married No 170 39
71503460 111 0 1 13 Female White Unmarried Yes 177 39
48802370 93 0 1 14 Female Non-white Married No 174 38
52404949 133 0 1 12 Female White Married No 163 41
73123632 90 0 2 12 Female White Married No 163 41
75885794 134 0 3 12 Female White Married No 175 40
65414858 142 0 3 13 Male White Unmarried No 165 38
34411171 166 0 1 12 Male White Married Yes 158 40
46294904 147 0 2 11 Male White Married No 162 40
23066679 80 1 1 12 Male White Married No 152 40
82075606 99 0 2 18 Female White Married No 158 39
48990722 62 0 2 12 Male White Married No 154 40
56944200 105 0 2 12 Female White Unmarried No 149 36
45881211 63 0 2 13 Female Non-white Married No 173 39
74416905 101 0 1 9 Female Non-white Unmarried No 175 38
81906621 72 0 1 16 Female Non-white Married No 179 39
29011228 137 0 1 16 Female White Unmarried No 177 38
60003966 112 0 1 12 Female White Married No 162 37
81849627 199 0 1 16 Female White Married No 180 40
30890585 131 0 1 12 Female Non-white Unmarried No 162 41
68615567 93 0 2 18 Female White Married No 166 39
26265983 75 0 3 12 Female Non-white Unmarried No 150 39
63790468 107 0 3 14 Male Non-white Unmarried No 164 40
36749717 88 0 1 17 Male White Unmarried No 172 41
62758999 78 0 1 15 Female Non-white Unmarried No 154 40
28213598 122 0 2 10 Male White Unmarried Yes 159 40
28051526 129 0 1 12 Female Non-white Married Yes 175 41
76165448 99 0 1 15 Male Non-white Unmarried No 164 39
76790974 96 0 2 12 Male White Married Yes 163 40
68526235 130 0 1 12 Male White Unmarried No 173 39
27502925 100 0 1 9 Male White Unmarried No 166 41
69553406 128 0 1 12 Female White Married No 159 41
80384335 139 0 1 16 Male White Married No 157 39
53515010 135 0 1 16 Male White Married No 144 41
82673889 84 0 2 13 Male White Unmarried No 161 40
80612339 103 0 1 10 Male White Unmarried No 151 41
83006948 29 0 1 18 Male Non-white Unmarried No 158 39
48422661 59 0 2 13 Female White Married No 168 39
74933641 106 0 1 14 Male Non-white Unmarried No 169 40
35145427 111 0 1 16 Female White Married No 176 40
71776255 74 0 3 12 Female Non-white Married Yes 156 38
51785276 192 0 1 16 Male White Unmarried No 173 41
69440931 35 0 2 12 Male White Married No 155 37
32871415 127 0 1 13 Female White Married No 173 39
73476884 90 0 1 13 Female White Married No 165 40
23671150 164 0 2 14 Female Non-white Unmarried No 162 40
65239523 116 10 3 9 Male White Married No 174 39
25420354 104 0 1 15 Female White Married Yes 173 39
23072635 92 0 3 12 Male White Married No 156 40
70512773 195 0 1 12 Male White Unmarried No 158 40
60864573 144 0 1 16 Female White Unmarried No 170 41
71767122 148 0 1 12 Male White Unmarried No 161 38
56411533 145 0 2 12 Male White Married No 164 39
44348928 127 20 2 12 Female White Married Yes 165 41
65115206 130 0 2 16 Male White Unmarried Yes 160 40
39161039 149 0 1 16 Female White Married No 174 39
64726700 111 0 1 15 Female White Married No 172 38
48371454 52 0 1 15 Male White Married No 146 39
39570681 89 0 1 14 Male White Married No 165 41
26075041 123 0 1 16 Female White Married No 165 41
27674895 85 0 2 12 Female White Unmarried No 161 41
35180056 90 0 1 16 Female White Married No 162 38
68011856 111 0 1 18 Male White Married No 157 38
82663207 113 0 2 10 Female White Married Yes 180 38
57428552 116 0 1 16 Male White Unmarried No 158 39
45297324 101 0 1 12 Male White Unmarried No 162 41
64593139 123 0 1 13 Male White Unmarried No 157 41
71599110 84 0 1 12 Male Non-white Unmarried No 173 41
24139365 87 20 2 10 Male White Unmarried No 171 37
60547876 76 0 1 12 Female White Unmarried No 170 41
27464169 128 0 1 12 Male White Married No 171 40
80093346 160 0 1 12 Male White Unmarried No 171 40
81791074 122 0 2 16 Male White Unmarried No 144 40
60614811 105 0 2 12 Female White Unmarried No 161 37
45611850 105 0 1 11 Male Non-white Married No 169 41
60984341 81 0 2 12 Female White Unmarried Yes 170 41
47796928 128 0 1 12 Male White Married No 161 40
51299779 136 0 3 12 Male White Unmarried No 141 41
46576054 100 0 2 14 Female White Unmarried No 165 41
59898944 111 0 1 16 Male White Unmarried No 162 39
62320747 108 0 1 12 Male White Married No 162 39
31383320 42 0 3 12 Male White Unmarried No 169 39
35174088 111 0 1 11 Female Non-white Married No 156 40
26671479 121 0 1 12 Male White Married No 152 38
25859368 212 0 2 7 Female White Unmarried Yes 165 38
76263876 82 0 2 12 Male White Unmarried No 157 39
58081440 91 0 1 17 Female White Unmarried No 155 38
28809647 130 0 3 16 Male White Married No 173 40
44678904 95 0 1 12 Female White Married No 147 40
72497954 88 0 1 12 Male White Unmarried No 164 40
51973752 71 0 1 12 Female White Unmarried No 142 41
76345218 79 0 1 16 Male White Married No 166 39
59536397 91 5 1 12 Female White Unmarried No 159 40
83353184 138 15 1 12 Female White Married Yes 169 41
79676948 85 0 1 12 Female Non-white Married No 157 40
79370848 101 0 3 12 Male Non-white Unmarried Yes 157 40
52594310 122 20 3 12 Female White Married No 156 39
49226036 89 0 2 10 Male White Married Yes 151 40
43298280 111 0 1 11 Male White Married No 180 41
35321969 148 0 1 16 Female White Unmarried No 167 41
29785314 160 0 4 12 Male Non-white Unmarried Yes 178 40
45851383 63 0 1 13 Female White Married No 168 38
67844869 82 0 1 12 Male White Unmarried Yes 172 41
43461883 129 10 1 9 Female White Married No 152 38
69982642 111 0 3 17 Female Non-white Unmarried Yes 179 39
51466408 96 0 1 10 Male White Unmarried No 176 38
58509279 80 0 3 12 Male White Unmarried No 151 39
44650189 168 0 1 12 Male White Unmarried Yes 160 39
74540536 139 0 3 9 Male White Married No 163 41
51034759 134 20 2 13 Female White Married No 148 41
81582008 98 0 2 14 Female White Married Yes 179 40
57814469 119 0 3 8 Male White Unmarried No 153 38
79750524 124 0 1 16 Female White Married No 169 40
23438632 118 0 1 14 Male White Unmarried No 166 40
65112320 110 0 1 14 Female White Unmarried No 171 40
69808511 158 0 1 16 Female White Unmarried No 151 41
65372815 75 5 1 13 Male White Married No 163 40
38262825 161 0 1 18 Male White Unmarried No 178 40
72196370 63 0 2 10 Male White Unmarried No 160 39
63601143 59 0 1 12 Male White Unmarried No 162 41
81030116 50 0 1 14 Male White Unmarried No 163 40
33406693 130 0 1 12 Female Non-white Married No 163 39
32563426 125 0 1 14 Female White Unmarried No 170 41
45028844 131 0 4 17 Male Non-white Unmarried Yes 177 40
22664168 136 0 1 14 Male White Married No 157 39
41190351 165 0 2 13 Female White Married No 148 41
42660216 152 0 2 12 Female White Married No 157 40
52295004 120 10 3 9 Female White Married No 173 40
42684885 151 6 2 11 Female White Unmarried No 162 37
77827808 100 0 1 16 Female White Unmarried Yes 160 40
45194914 102 20 1 12 Female White Married No 162 40
25169468 93 0 2 14 Male White Unmarried No 157 39
65196786 75 0 2 12 Female Non-white Unmarried No 165 37
77574922 91 0 1 12 Male White Unmarried No 162 38
59822474 129 0 2 12 Female White Unmarried Yes 146 41
70101134 156 6 2 15 Female White Unmarried Yes 172 41
78620806 45 0 3 8 Male White Married No 148 37
43885086 143 0 2 12 Female White Married No 139 40
80726779 134 0 1 13 Male White Married No 144 39
50648252 102 0 1 16 Male Non-white Married No 164 38
23797764 147 0 3 12 Female White Married No 178 41
41104880 140 0 3 12 Male Non-white Unmarried No 173 41
53511673 134 0 1 12 Male White Unmarried No 161 38
58759941 119 0 2 16 Male White Unmarried No 157 38
35759279 145 0 1 12 Male Non-white Married No 159 38
29326568 168 0 2 13 Female Non-white Married Yes 162 40
54846541 109 0 1 12 Male White Married No 169 40
56966183 86 0 1 12 Male White Unmarried No 161 39
47542045 72 0 1 13 Female White Married No 143 39
55414606 130 8 4 12 Female Non-white Unmarried No 166 39
50261547 131 0 1 12 Male White Married Yes 169 39
82772368 113 0 5 12 Male White Married Yes 164 40
47441549 104 0 1 12 Male Non-white Unmarried Yes 154 40
34533628 119 0 1 16 Female White Married No 161 39
45517389 142 0 2 14 Female White Unmarried No 164 39
75435766 144 0 3 16 Male White Unmarried No 149 38
60593726 101 0 1 11 Female White Married No 165 40
22912574 108 0 1 9 Male White Unmarried No 164 38
76526124 89 0 1 16 Female White Unmarried No 162 41
31140072 118 0 3 12 Female White Unmarried No 174 40
72766733 122 0 1 12 Male White Unmarried No 170 41
68564942 174 0 1 15 Female White Unmarried No 172 41
64549508 122 20 1 12 Female Non-white Unmarried Yes 162 40
63664489 83 12 3 9 Male White Married No 157 40
37108368 111 6 1 13 Male White Married No 157 40
25705118 155 0 3 6 Female White Married Yes 151 39
72748472 171 0 1 17 Female White Married No 184 40
68614074 51 0 1 14 Female White Unmarried No 170 39
56963045 154 0 1 12 Male Non-white Married No 166 40
79533289 143 5 4 12 Male White Married No 170 40
74951015 53 0 1 14 Male White Unmarried No 153 39
24276594 80 0 2 10 Female White Married No 160 41
45444155 127 0 1 11 Female White Married No 152 41
25522740 128 0 1 12 Female White Unmarried No 166 39
78109493 131 0 2 13 Female White Married No 158 39
46161695 128 9 1 11 Female White Married No 143 40
60519330 114 0 2 9 Male White Unmarried Yes 161 38
80938477 94 0 1 12 Male Non-white Married No 177 39
32607659 169 0 1 16 Male White Unmarried Yes 165 39
64756927 130 0 1 14 Male White Married Yes 172 39
78999700 108 0 1 16 Male Non-white Married No 161 40
78804301 122 0 2 12 Male Non-white Unmarried Yes 154 41
41704846 115 0 1 12 Male White Married Yes 157 39
36418908 139 20 2 12 Female White Married No 168 41
58268097 125 0 1 11 Male White Married No 158 40
56667464 30 0 1 12 Female White Unmarried No 140 40
55325906 97 0 3 12 Female White Married No 160 37
43403009 128 0 1 9 Female White Unmarried No 169 41
61010277 119 15 2 13 Female White Married No 176 41
59441098 106 0 1 12 Male White Unmarried No 157 40
64619168 107 0 3 12 Male White Married No 165 40
73789394 72 7 2 12 Female Non-white Married Yes 161 40
72091803 113 0 1 13 Female White Married Yes 170 39
82875031 113 20 1 12 Female White Unmarried No 159 40
80333163 73 0 1 12 Female Non-white Unmarried No 164 39
31451091 104 0 1 16 Male White Unmarried Yes 162 39
27193435 121 0 2 17 Male White Married No 155 40
56633187 59 0 2 12 Female Non-white Married No 161 39
66526490 203 10 1 13 Female White Unmarried No 167 40
74975189 119 0 2 16 Female White Unmarried No 157 40
72203631 118 0 1 18 Male White Unmarried Yes 162 40
41648527 100 0 1 16 Male White Married No 161 41
71695006 124 0 1 17 Female White Unmarried Yes 167 41
31650043 116 0 2 7 Male White Married Yes 166 39
75027826 143 0 3 12 Female White Married No 162 40
64084201 127 0 2 12 Female Non-white Married No 160 37
73619077 94 0 1 12 Male Non-white Married Yes 158 38
72648043 136 0 1 16 Male White Married No 159 37
45519735 50 0 1 16 Male White Married No 154 39
28683145 103 0 2 9 Female White Unmarried No 153 41
60407540 100 10 1 12 Female Non-white Married No 153 38
62586827 86 0 2 14 Female Non-white Married No 161 37
56364553 129 0 1 13 Female White Married No 166 40
67156225 184 0 2 11 Female White Unmarried Yes 177 41
51305317 99 0 1 16 Male White Unmarried No 160 40
65035505 115 0 3 12 Male White Married No 162 38
52390347 117 0 1 12 Male Non-white Married No 172 40
64793325 145 0 3 12 Male Non-white Married No 180 40
73662058 87 30 3 10 Female White Married No 161 41
69028769 144 0 1 13 Male White Married Yes 162 41
58836678 150 0 1 16 Female White Married No 175 41
23393774 105 0 3 13 Male White Married Yes 166 40
71981209 100 0 1 17 Female White Married No 158 41
26233858 116 10 2 12 Male White Married No 157 41
44374078 93 0 1 16 Male White Married No 177 40
66310481 108 0 1 16 Female White Unmarried No 160 41
59198492 137 0 1 18 Male Non-white Unmarried No 158 38
68789713 136 0 2 9 Male White Unmarried No 168 38
33974499 139 0 2 17 Female White Married No 169 38
64159185 85 20 2 12 Male Non-white Unmarried No 160 40
52066124 46 0 2 16 Male Non-white Married No 152 40
82205589 151 4 2 10 Female White Unmarried No 176 41
27228731 81 0 1 10 Female White Unmarried No 168 40
75334012 114 0 1 14 Female White Married No 170 38
79294782 151 0 1 14 Male Non-white Married Yes 175 38
49852485 161 12 3 13 Male White Married Yes 167 39
24906150 82 0 1 12 Male White Unmarried No 150 38
57180606 176 20 2 12 Male White Unmarried No 158 40
77283701 100 0 2 12 Male White Unmarried No 166 41
27794877 103 0 1 12 Female White Married No 165 40
40038822 151 0 1 13 Male Non-white Unmarried No 172 39
56731909 90 0 1 12 Male White Married No 153 41
58363348 157 0 1 16 Female White Married No 175 39
41565236 97 0 1 14 Male White Unmarried No 159 41
66092114 114 0 1 14 Male White Married No 158 38
49677474 156 0 3 14 Female White Married No 161 39
55540435 69 0 2 12 Male White Married No 158 39
35738867 123 0 1 12 Male White Married No 170 41
75084261 187 0 1 12 Female Non-white Unmarried No 154 41
65907923 119 0 1 12 Female White Unmarried No 178 40
73761509 139 0 2 12 Male Non-white Married No 165 38
73515204 152 0 1 12 Female White Unmarried No 171 39
38529901 94 5 1 10 Female Non-white Unmarried No 160 40
53234641 144 0 1 8 Male Non-white Married No 145 39
78736063 118 0 1 12 Female White Unmarried No 156 40
32153973 62 0 2 11 Female White Married No 163 41
79865678 103 0 1 14 Male Non-white Unmarried No 145 39
22642187 155 0 2 13 Male White Married Yes 169 41
57765662 116 0 1 14 Female White Married No 161 39
61443302 107 0 3 6 Female White Unmarried No 155 39
49006953 112 0 4 13 Female White Unmarried Yes 168 38
57968077 84 0 1 12 Female White Unmarried Yes 155 39
69075387 95 0 1 16 Male White Married No 181 40
63748065 125 0 2 18 Male White Unmarried No 167 39
30913282 128 0 3 12 Female White Married No 162 40
71971041 108 0 1 18 Male White Married No 166 40
31247583 89 0 1 15 Female Non-white Unmarried No 163 40
65072689 159 0 1 12 Male White Unmarried No 154 38
66338291 115 0 5 9 Female White Married No 164 41
76980088 64 0 1 15 Male White Married No 152 40
23959103 68 0 4 10 Male White Unmarried No 167 38
33821666 129 0 3 12 Female White Unmarried No 157 40
79039667 113 0 1 16 Male White Married No 167 40
51570797 193 0 1 14 Female Non-white Married Yes 158 38
62694658 186 0 1 16 Male Non-white Married No 178 39
48429216 176 0 1 12 Male White Unmarried Yes 151 41
39049552 101 0 1 13 Male White Unmarried No 156 38
30126527 118 0 1 9 Male White Unmarried No 171 40

Modified data

Family Income

SSN faminc
58346637 32.51
50254945 128.05
62762113 93.58
79191694 16.75
45519735 128.05
59346624 54.18
64325613 44.33
73473518 30.54
53462315 20.69
70624987 30.54
79796819 128.05
37879729 64.03
30755197 128.05
22825424 54.18
59799463 54.18
53552470 18.72
80537329 64.03
69797861 128.05
83245997 44.33
45158503 44.33
51299779 4.93
60923366 128.05
53993281 73.88
33219791 64.03
72032166 54.18
56114293 54.18
31140072 16.75
57591520 34.48
42388090 54.18
55716260 64.03
74951015 83.73
37071486 44.33
54496855 38.42
52854073 64.03
46355590 128.05
65631483 64.03
22426433 64.03
22361436 22.66
38136052 73.88
78109493 93.58
29251018 32.51
58703304 93.58
48224174 54.18
65115206 128.05
63054627 83.73
60028178 12.81
81849627 64.03
69190112 36.45
75952557 12.81
61968643 18.72
29011228 44.33
57817371 73.88
65372815 44.33
25246415 128.05
33450388 64.03
66092114 16.75
79991830 12.81
25800345 54.18
33284318 38.42
59441098 64.03
69002413 64.03
61453553 54.18
39474941 73.88
74350226 93.58
76526124 64.03
34052287 73.88
33629247 16.75
81397957 64.03
82355512 34.48
30910043 38.42
44207355 93.58
51466408 30.54
27464169 73.88
26877327 128.05
52594310 8.87
51973752 44.33
42473863 93.58
66131999 24.63
80934084 44.33
61443302 44.33
51288499 54.18
36994532 128.05
35460092 64.03
68011856 64.03
30863353 36.45
65907923 26.6
47265226 30.54
68442931 2.96
82996910 38.42
68457413 73.88
67387918 93.58
54048514 44.33
36239697 93.58
74014554 44.33
82889609 10.84
29149320 16.75
44034106 0.99
52345208 83.73
27855690 44.33
47253274 64.03
36878204 44.33
35738867 36.45
59141471 54.18
32607659 83.73
34201382 20.69
69392470 36.45
49461276 38.42
55325906 12.81
30538775 54.18
27070757 30.54
59325246 73.88
60728533 10.84
28413478 128.05
63912283 128.05
46824083 83.73
38955464 83.73
58535686 44.33
75270116 54.18
28260677 2.96
57856650 128.05
69373240 93.58
73813378 64.03
36418908 54.18
79295279 34.48
42275938 64.03
80752417 54.18
45038641 64.03
39923004 73.88
36290286 44.33
34679850 12.81
48875346 10.84
52622151 73.88
64793325 32.51
83219848 54.18
64990875 12.81
27037658 26.6
81906621 93.58
69553406 64.03
22912574 22.66
69675937 128.05
38407477 32.51
77486856 54.18
79930530 36.45
26233858 28.57
34912244 54.18
69683325 6.9
24906150 36.45
40179776 64.03
53681068 54.18
35011920 44.33
38070435 36.45
45587514 93.58
80140421 64.03
70562508 36.45
71961406 44.33
53439004 20.69
66339650 18.72
47336490 64.03
41276630 38.42
60667532 36.45
29195345 73.88
70647648 128.05
37397030 44.33
44134225 73.88
59772901 83.73
59736936 54.18
53811298 93.58
66310481 128.05
45397849 34.48
81533996 36.45
76801109 128.05
36040214 32.51
68615567 128.05
48738672 128.05
26470808 128.05
75084261 36.45
57940930 128.05
77237528 54.18
54973051 73.88
24062493 10.84
42263488 38.42
66650060 26.6
36052396 22.66
61271055 128.05
81610464 64.03
51033335 128.05
64933957 73.88
41997691 128.05
79267658 128.05
44374078 128.05
80289556 44.33
30721944 16.75
80093346 54.18
30175107 6.9
80258495 54.18
44114181 8.87
31919685 54.18
73052962 64.03
41950208 73.88
75731136 64.03
42800763 18.72
57381129 28.57
70512773 73.88
81152905 83.73
78237016 93.58
55714520 83.73
82663207 14.78
66308762 64.03
55498265 20.69
30668324 30.54
46432622 128.05
31033652 44.33
45217718 6.9
24139365 14.78
75189940 44.33
70366028 24.63
41548376 36.45
44253605 26.6
51596722 54.18
30479341 64.03
39575665 73.88
31654224 54.18
79009627 44.33
61275641 73.88
37825479 22.66
36671390 93.58
56825991 2.96
57591387 73.88
71665914 36.45
36622698 73.88
72074285 34.48
76980088 44.33
33963192 24.63
55540435 30.54
25641608 44.33
76790974 6.9
53299964 128.05
64344668 18.72
27228731 64.03
23974964 64.03
45881211 30.54
36433805 16.75
35079093 44.33
22460942 64.03
71971041 128.05
23438632 44.33
63602153 128.05
62076628 64.03
60303420 44.33
37944092 64.03
66680406 83.73
46507492 44.33
31247583 18.72
53879789 44.33
29650531 30.54
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26422184 128.05
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58447535 14.78
24640219 36.45
51827462 22.66
45701870 30.54
60591016 54.18
65605578 73.88
30570678 83.73
41441206 0.99
56966183 44.33
27778400 26.6
78357237 0.99
25522740 73.88
75068939 34.48
74540536 12.81
71171331 14.78
32342149 0.99
25360471 83.73
55491325 4.93
24276594 4.93
40916851 16.75
79676948 30.54
28141841 128.05
44137720 93.58
60614811 30.54
59519645 38.42
56559298 54.18
50164156 18.72
48083790 44.33
63511681 34.48
49917651 64.03
53062624 44.33
39570681 44.33
57355732 2.96
74030066 54.18
69909416 10.84
76752106 83.73
33655971 54.18
49226036 54.18
33382443 2.96
45049485 83.73
37803471 93.58
34411171 93.58
63819503 4.93
41704846 128.05
40774512 73.88
39322230 28.57
50085921 12.81
73940419 64.03
25760676 54.18
26891637 12.81
41113708 14.78
74240995 44.33
70727606 83.73
43461883 2.96
67115173 54.18
34780699 20.69
73123632 6.9
68614074 128.05
40012675 4.93
79793289 36.45
52181404 24.63
54846541 93.58
23304989 36.45
37627913 24.63
48021596 128.05
56364553 54.18
60802436 36.45
22324040 0.99
53511673 10.84
40372229 83.73
72026651 44.33
41484919 34.48
51785276 44.33
33617215 28.57
52084769 128.05
40057546 8.87
59531184 83.73
71669057 128.05
50280327 54.18
23950012 54.18
41483630 38.42
23279180 83.73
83192500 128.05
52987645 83.73
23045092 36.45
75539959 34.48
42365779 93.58
33821666 128.05
47921986 93.58
35819644 26.6
29932188 64.03
76421090 16.75
73797332 73.88
31650043 24.63
74532345 12.81
51808083 26.6
38878639 10.84
31451091 38.42
48012511 128.05
44526043 34.48
53501837 10.84
30179769 44.33
55120120 44.33
22561609 0.99
27921870 73.88
24145265 54.18
74525216 64.03
57916490 93.58
29416054 44.33
78754843 93.58
71981209 20.69
30913282 0.99
62320747 83.73
82528607 83.73
65583667 73.88
49087998 6.9
26764050 44.33
24444003 64.03
74799947 93.58
27934013 128.05
76165448 44.33
75334012 128.05
58278335 83.73
45316565 128.05
62758999 83.73
53608238 64.03
69844223 128.05
55487680 36.45
63618415 54.18
58347480 54.18
23797764 54.18
79294782 64.03
70336456 128.05
74260526 26.6
57814469 16.75
66249201 54.18
70774064 34.48
73789394 64.03
32871415 93.58
59928274 128.05
26351356 18.72
41104880 34.48
53107343 54.18
35971835 38.42
78620806 14.78
49185389 93.58
78688713 54.18
61372045 93.58
63716702 83.73
26821483 64.03
50117190 128.05
25180346 93.58
61863724 4.93
25013188 30.54
67643847 14.78
81030116 38.42
73928061 44.33
47087117 128.05
29322826 54.18
38752821 54.18
80984248 44.33
35193042 128.05

Answers

Regression 1 Results
Estimated Coefficient Standard error
Intercept Do not round the estimates.
Cigarettes per day
Standard error of the estimate Do not round the estimates.
R-squared
Answers to item 7
(a) What is the meaning of the slope coefficient and the intercept? Write your answer here
(b) Explain the estimated effect of cigarette smoking on birth weight. Write your answer here
(c) Do the coefficients have the signs you would expect? Write your answer here
(d) Are the coefficients statistically significant at the 95% confidence level? Write your answer here
(e) What does the R-squared value tell you? Write your answer here
(f) Predict the weight of a newborn whose mother smoked 20 cigarettes per day. Write your answer here and do not round the prediction.
Regression 2 Results
Estimated Coefficient Standard error
Intercept Do not round the estimates.
Cigarettes per day
Family income
Parity
Mother's education
Male dummy
White dummy
Married Dummy
Nutrition Dummy
Mother's height
Gestational age
Standard error of the estimate Do not round the estimates.
R-squared
Answers to item 9
(a) What is the meaning of the slope coefficient for the family income variable? Write your answer here
(b) Explain the estimated effect of taking a nutrition class on birth weight. Write your answer here
(c) Do the coefficients have the signs you would expect? Write your answer here
(d) Are the coefficients statistically significant at the 95% confidence level? Write your answer here
(e) What does the R-squared value tell you? Write your answer here
(f) Compare your results from this regression to the previous one. Has the coefficient for cigs changed? If so, explain why. Write your answer here
(g) What can you say about the goodness-of-fit for regressions 1 and 2? Write your answer here
(h) Does the second regression model violate the basic assumption that the explanatory variables must be uncorrelated with the error term? Explain. If the assumption was violated, provide a potential solution. Write your answer here