Econometrics in STATA: multiple population linear regression model

textbook attached

https://www.sea-stat.com/wp-content/uploads/2020/0…

obs wage educ exper tenure nonwhite female married numdep smsa northcen south west
1
3.1
11
2
0
0
1
0
2
1
0
0
1
2 3.24
12
22
2
0
1
1
3
1
0
0
1
3
3
11
2
0
0
0
0
2
0
0
0
1
4
6
8
44
28
0
0
1
0
1
0
0
1
5
5.3
12
7
2
0
0
1
1
0
0
0
1
6 8.75
16
9
8
0
0
1
0
1
0
0
1
7 11.25
18
15
7
0
0
0
0
1
0
0
1
8
5
12
5
3
0
1
0
0
1
0
0
1
9
3.6
12
26
4
0
1
0
2
1
0
0
1
10 18.18
17
22
21
0
0
1
0
1
0
0
1
11 6.25
16
8
2
0
1
0
0
1
0
0
1
12 8.13
13
3
0
0
1
0
0
1
0
0
1
13 8.77
12
15
0
0
0
1
2
1
0
0
1
14
5.5
12
18
3
0
0
0
0
1
0
0
1
15 22.2
12
31
15
0
0
1
1
1
0
0
1
16 17.33
16
14
0
0
0
1
1
1
0
0
1
17
7.5
12
10
0
0
1
1
0
1
0
0
1
18 10.63
13
16
10
0
1
0
0
1
0
0
1
19
3.6
12
13
0
0
1
1
3
1
0
0
1
20
4.5
12
36
6
0
1
1
0
1
0
0
1
21 6.88
12
11
4
0
1
0
0
1
0
0
1
22 8.48
12
29
13
0
0
1
3
1
0
0
1
23 6.33
16
9
9
0
1
0
0
1
0
0
1
24 0.53
12
3
1
0
1
0
0
1
0
0
1
25
6
11
37
8
1
1
0
0
1
0
0
1
26 9.56
16
3
3
1
0
1
1
1
0
0
1
27 7.78
16
11
10
0
0
1
1
1
0
0
1
28 12.5
16
31
0
0
0
1
0
1
0
0
1
29 12.5
15
30
0
0
0
1
2
1
0
0
1
30 3.25
8
9
1
0
1
1
2
1
0
0
1
31
13
14
23
5
0
0
1
2
1
0
0
1
32
4.5
14
2
5
0
1
0
2
1
0
0
1
33 9.68
13
16
16
0
1
0
0
1
0
0
1
34
5
12
7
3
0
1
0
0
1
0
0
1
35 4.68
12
3
0
0
1
0
0
1
0
0
1
36 4.27
16
22
4
1
1
1
1
1
0
0
1
37 6.15
12
15
6
1
1
1
1
1
0
0
1
38 3.51
4
39
15
0
0
1
5
1
0
0
1
39
3
14
3
3
0
1
1
0
1
0
0
1
40 6.25
12
11
0
0
1
0
0
1
0
0
1
41 7.81
12
3
0
0
1
1
0
1
0
0
1
42
10
12
20
5
1
1
1
4
1
0
0
1
43
4.5
14
16
0
0
1
1
1
1
0
0
1
44
4
11
45
12
0
1
1
0
1
0
0
1
45 6.38
13
11
4
0
1
0
0
1
0
0
1
46 13.7
15
20
13
0
0
1
2
1
0
0
1
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
1.67
2.93
3.65
2.9
1.63
8.6
5
6
2.5
3.25
3.4
10
21.63
4.38
11.71
12.39
6.25
3.71
7.78
19.98
6.25
10
5.71
2
5.71
13.08
4.91
2.91
3.75
11.9
4
3.1
8.45
7.14
4.5
4.65
2.9
6.67
3.5
3.26
3.25
8
9.85
7.5
5.91
11.76
3
10
12
14
12
12
16
12
12
12
15
16
8
18
16
13
14
10
10
14
14
16
12
16
12
16
17
12
12
12
13
12
12
12
18
9
16
10
12
12
12
12
12
8
12
12
14
12
1
36
9
15
18
3
15
7
2
3
1
13
8
7
40
42
36
13
9
26
7
25
10
3
3
17
17
20
7
24
28
2
19
13
22
3
4
7
6
13
14
14
40
11
14
40
1
0
2
2
1
0
2
5
7
0
0
1
0
8
0
20
5
8
0
3
23
4
3
5
2
0
2
8
34
0
19
0
1
13
0
5
1
0
5
2
3
0
4
24
7
6
39
0
0
0
0
0
0
0
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0
0
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1
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1
1
1
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1
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1
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1
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1
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1
1
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1
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1
1
1
1
0
0
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1
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1
0
1
0
0
1
1
0
0
0
0
0
0
0
0
0
0
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1
1
1
1
0
0
1
1
1
1
1
1
0
1
1
1
0
0
0
0
1
1
0
1
1
1
1
0
1
1
0
2
2
0
1
0
2
1
1
0
0
0
0
0
0
4
0
2
3
3
1
4
0
3
2
2
0
2
1
1
4
2
4
0
1
0
1
1
1
1
2
1
2
0
2
1
1
1
1
0
1
1
1
0
0
0
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
94 4.81
95
6.5
96
4
97
3.5
98 13.16
99 4.25
100
3.5
101 5.13
102 3.75
103
4.5
104 7.63
105
15
106 6.85
107 13.33
108 6.67
109 2.53
110
9.8
111 3.37
112 24.98
113
5.4
114 6.11
115
4.2
116 3.75
117
3.5
118 3.64
119
3.8
120
3
121
5
122 4.63
123
3
124
3.2
125 3.91
126 6.43
127 5.48
128
1.5
129
2.9
130
5
131 8.92
132
5
133 3.52
134
2.9
135
4.5
136 2.25
137
5
138
10
139 3.75
140
10
12
12
9
13
12
14
12
15
12
12
12
14
15
12
12
12
17
11
18
12
14
14
10
14
12
15
8
16
14
15
12
18
16
10
8
10
11
18
15
12
11
12
12
14
16
2
14
2
4
19
1
34
5
3
6
14
35
8
7
11
14
35
46
7
45
29
6
15
33
15
5
7
6
33
2
4
1
29
17
17
36
31
23
13
3
15
48
6
12
5
19
9
39
28
0
1
1
0
22
2
0
6
0
12
4
7
3
11
10
0
0
12
25
3
0
16
0
0
2
1
12
1
0
0
0
3
3
3
30
2
1
3
0
1
0
0
0
5
3
13
11
0
0
0
0
0
0
0
0
0
0
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1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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0
0
0
0
0
0
0
0
0
0
0
0
0
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1
0
0
1
1
1
0
0
0
0
1
1
1
1
0
1
0
0
1
0
0
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0
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1
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1
0
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1
1
1
0
1
0
1
1
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0
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1
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1
0
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1
0
0
1
0
1
1
0
0
1
1
0
1
1
1
0
0
1
1
1
1
1
1
0
1
0
1
1
1
1
0
0
1
1
1
0
0
1
1
0
1
0
1
0
1
1
1
1
0
0
1
1
0
2
0
0
3
0
0
1
2
2
0
0
0
0
0
0
2
0
0
0
0
1
3
0
2
0
1
2
2
0
0
2
0
0
0
0
1
3
2
4
2
0
0
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
1
1
0
0
1
1
1
0
0
1
0
0
0
1
1
0
0
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
10.95
7.9
4.72
5.84
3.83
3.2
2
4.5
11.55
2.14
2.38
3.75
5.52
6.5
3.1
10
6.63
10
2.31
6.88
2.83
3.13
8
4.5
8.65
2
4.75
6.25
6
15.38
14.58
12.5
5.25
2.17
7.14
6.22
9
10
5.77
4
8.75
6.53
7.6
5
5
21.86
8.64
16
12
12
13
12
15
10
12
16
13
9
12
13
12
12
14
16
16
9
18
10
10
13
12
18
13
12
13
13
13
18
12
12
13
12
12
12
14
10
12
16
16
12
14
12
12
12
23
2
15
5
18
2
3
31
20
34
5
11
31
8
2
18
3
3
4
4
1
1
28
47
13
2
48
6
8
25
13
8
19
1
43
19
11
43
44
22
3
3
41
5
14
24
28
20
0
1
0
2
2
0
4
5
15
0
0
3
5
2
5
0
2
1
4
0
0
5
4
1
6
2
5
0
21
7
1
10
4
5
9
5
4
3
11
2
2
11
0
11
16
8
0
0
0
0
0
0
1
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
1
1
0
0
0
1
1
0
0
0
1
0
0
1
0
1
1
1
1
1
0
0
1
0
1
1
1
1
1
0
0
1
0
1
1
0
1
0
0
1
0
0
1
0
0
0
1
1
1
0
0
0
1
0
1
1
1
0
0
0
0
1
1
0
0
1
1
1
1
0
0
1
0
0
1
1
1
1
1
1
0
0
0
0
1
1
4
0
0
1
3
2
5
3
3
0
5
1
0
0
1
2
0
0
5
0
4
1
1
0
0
0
0
1
2
2
0
0
2
1
0
1
0
0
0
2
1
0
0
0
0
3
0
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
188
3.3
189 4.44
190 4.55
191
3.5
192 6.25
193 3.85
194 6.18
195 2.91
196 6.25
197 6.25
198 9.05
199
10
200 11.11
201 6.88
202 8.75
203
10
204 3.05
205
3
206
5.8
207
4.1
208
8
209 6.15
210
2.7
211 2.75
212
3
213
3
214 7.36
215
7.5
216
3.5
217
8.1
218 3.75
219 3.25
220 5.83
221
3.5
222 3.33
223
4
224
3.5
225 6.25
226 2.95
227 5.71
228
3
229 22.86
230
9
231 8.33
232
3
233 5.75
234 6.76
12
12
12
12
16
16
14
11
16
12
12
17
12
12
16
8
12
12
12
16
12
12
9
13
16
14
8
14
13
12
18
9
8
8
12
14
12
16
8
13
9
16
12
15
11
14
12
25
3
11
7
9
5
9
1
2
13
10
5
30
31
1
9
10
38
19
5
26
35
2
1
19
3
36
29
1
38
1
29
36
4
45
22
20
5
15
10
3
16
38
33
2
6
19
8
0
0
6
2
0
3
0
1
0
2
3
8
19
2
0
0
0
6
0
2
12
0
2
10
2
24
24
2
3
2
0
15
0
4
3
4
0
2
2
0
7
1
26
0
5
3
0
0
0
1
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
1
0
0
1
1
1
1
0
0
0
0
0
0
1
1
1
1
0
1
1
1
1
1
0
0
0
1
0
0
1
0
1
1
1
0
1
1
1
0
0
0
0
0
0
1
0
1
1
1
1
1
0
0
1
1
1
1
1
0
1
1
1
1
1
1
0
0
0
1
0
1
1
0
1
0
1
1
0
1
0
1
1
1
1
0
1
1
1
0
1
1
1
0
0
0
1
0
0
3
0
0
3
0
0
3
0
0
2
0
2
0
1
0
1
1
0
0
3
1
3
1
1
1
0
3
0
0
2
0
1
0
0
2
0
1
0
0
2
1
1
0
0
0
1
1
1
1
1
1
1
1
1
1
1
1
0
0
1
1
1
1
1
1
1
1
1
1
1
1
1
0
1
0
1
0
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
235
10
236
3
237
3.5
238 3.25
239
4
240 2.92
241 3.06
242
3.2
243 4.75
244
3
245 18.16
246
3.5
247 4.11
248 1.96
249 4.29
250
3
251 6.45
252
5.2
253
4.5
254 3.88
255 3.45
256 10.91
257
4.1
258
3
259
5.9
260
18
261
4
262
3
263 3.55
264
3
265 8.75
266
2.9
267 6.26
268
3.5
269
4.6
270
6
271 2.89
272 5.58
273
4
274
6
275
4.5
276 2.92
277 4.33
278 18.89
279 4.28
280 4.57
281 6.25
12
12
18
12
12
12
12
12
12
14
16
12
14
11
12
10
12
6
13
12
10
12
14
13
12
18
12
12
12
12
12
8
13
13
14
12
10
16
12
16
12
14
18
17
13
14
15
29
2
3
4
10
4
14
15
19
17
29
2
5
38
3
47
7
47
23
12
11
25
6
3
14
13
9
1
6
11
47
49
37
2
7
22
8
1
43
2
2
1
1
26
1
37
12
0
0
1
0
1
0
10
5
0
0
7
0
0
3
0
0
6
13
2
3
0
23
0
1
7
0
0
0
0
1
44
6
17
0
0
8
0
1
6
2
1
3
0
20
1
7
4
0
0
0
0
1
0
1
0
0
0
0
0
0
1
0
0
0
1
1
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
0
1
0
1
0
1
1
0
0
0
1
0
1
0
1
0
0
1
0
0
1
1
0
1
1
1
1
0
1
0
1
0
1
0
0
0
1
1
1
1
0
0
0
0
0
0
1
1
1
1
0
0
0
0
0
1
1
0
1
0
0
1
0
1
0
0
0
1
1
1
0
1
0
1
0
0
1
1
0
0
0
0
1
0
1
1
2
0
0
0
0
1
3
1
3
4
1
2
0
0
0
0
0
0
0
3
2
0
0
0
2
0
0
0
1
2
0
1
0
0
0
2
1
0
0
0
2
0
0
2
2
0
2
1
1
1
1
1
0
0
0
0
1
1
1
0
0
0
0
0
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
1
1
1
1
1
1
0
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
282 2.95
283 8.75
284
8.5
285 3.75
286 3.15
287
5
288 6.46
289
2
290 4.79
291 5.78
292 3.18
293 4.68
294
4.1
295 2.91
296
6
297
3.6
298 3.95
299
7
300
3
301 6.08
302 8.63
303
3
304 3.75
305
2.9
306
3
307 6.25
308
3.5
309
3
310 3.24
311 8.02
312 3.33
313 5.25
314 6.25
315
3.5
316 2.95
317
3
318 4.69
319 3.73
320
4
321
4
322
2.9
323 3.05
324 5.05
325 13.95
326 18.16
327 6.25
328 5.25
14
12
8
12
12
8
12
9
12
16
12
16
12
12
13
10
6
12
12
16
12
8
12
6
4
11
11
7
12
18
12
16
12
14
12
10
10
9
10
12
12
12
10
16
16
16
12
41
24
38
18
26
45
27
2
41
11
5
3
3
4
21
34
49
6
26
9
23
33
5
49
48
35
23
26
16
23
36
4
10
18
3
7
7
33
34
8
17
2
5
41
35
11
4
23
1
26
0
1
2
0
0
8
4
0
1
2
0
13
26
6
5
9
0
9
2
2
7
0
31
2
1
0
3
8
0
0
2
1
0
7
2
12
0
1
0
0
16
28
4
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
1
1
1
0
0
1
0
0
1
0
0
0
1
0
0
0
1
1
1
1
1
0
0
0
0
1
0
1
0
1
1
1
1
0
0
0
0
1
0
0
1
1
0
1
0
1
1
1
0
0
1
1
1
1
1
1
0
1
1
1
1
1
1
0
0
1
1
1
0
1
1
0
1
0
0
1
1
1
0
0
1
1
0
0
0
0
0
4
0
0
3
3
0
2
0
0
0
0
4
0
6
1
0
0
1
0
1
0
0
0
2
3
2
1
1
0
3
1
1
2
0
1
0
2
2
1
0
0
1
0
0
0
1
1
1
1
0
0
0
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
1
1
1
1
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
329 4.79
330 3.35
331
3
332 8.43
333
5.7
334 11.98
335
3.5
336 4.24
337
7
338
6
339 12.22
340
4.5
341
3
342
2.9
343
15
344
4
345 5.25
346
4
347
3.3
348 5.05
349 3.58
350
5
351 4.57
352 12.5
353 3.45
354 4.63
355
10
356 2.92
357 4.51
358
6.5
359
7.5
360 3.54
361
4.2
362 3.51
363
4.5
364 3.35
365 2.91
366 5.25
367 4.05
368 3.75
369
3.4
370
3
371 6.29
372 2.54
373
4.5
374 3.13
375 6.36
12
7
8
16
16
18
13
10
16
14
16
12
9
11
11
12
11
12
12
12
12
14
14
18
12
12
12
11
12
17
16
13
13
12
14
14
11
10
8
14
12
10
17
9
12
12
14
12
35
33
8
2
8
29
14
26
11
10
13
23
1
35
5
13
22
21
19
13
15
3
6
6
16
31
1
5
3
11
6
11
7
5
5
2
44
44
13
26
2
10
2
35
6
8
3
0
0
6
0
10
1
5
3
3
2
0
20
2
31
2
11
3
9
0
0
5
0
2
5
1
2
0
2
0
0
7
3
2
0
4
2
7
25
0
15
1
3
0
0
5
1
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
1
0
1
1
0
0
1
0
0
0
0
0
1
1
0
0
0
0
1
1
0
1
0
0
0
1
1
1
0
1
0
0
0
1
1
1
0
1
1
1
0
1
0
1
1
0
1
1
1
1
1
0
1
1
0
1
1
1
1
1
1
0
1
1
0
1
0
1
0
0
1
1
1
1
1
1
1
0
1
1
1
1
0
1
0
1
1
1
3
1
1
0
0
2
0
1
1
2
0
0
2
2
0
0
2
3
2
3
0
2
0
0
0
0
0
1
0
0
0
0
2
0
0
0
2
1
0
3
1
1
1
1
1
1
0
1
1
1
1
1
1
0
0
1
1
1
1
0
0
0
0
0
0
0
0
1
0
0
1
1
1
1
0
1
1
1
0
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
376 4.68
377
6.8
378 8.53
379 4.17
380 3.75
381 11.1
382 3.26
383 9.13
384
4.5
385
3
386 8.75
387 4.14
388 2.87
389 3.35
390 6.08
391
3
392
4.2
393
5.6
394
10
395 12.5
396 3.76
397
3.1
398 4.29
399 10.92
400
7.5
401 4.05
402 4.65
403
5
404
2.9
405
8
406 8.43
407 2.92
408 6.25
409 6.25
410 5.11
411
4
412 4.44
413 6.88
414 5.43
415
3
416
2.9
417 6.25
418 4.34
419 3.25
420 7.26
421 6.35
422 5.63
16
12
10
0
14
15
16
12
11
11
12
13
12
13
16
15
16
15
12
18
6
6
12
12
16
9
12
11
10
12
8
9
17
16
11
10
8
13
14
13
11
7
16
12
13
14
16
1
14
14
22
8
1
15
14
37
1
4
29
45
22
42
9
8
31
24
16
6
14
47
34
6
7
27
24
18
12
27
49
4
24
3
2
29
34
10
5
2
39
5
14
8
10
2
0
10
6
10
4
4
5
12
10
1
4
0
8
0
10
0
0
15
24
5
0
0
25
5
2
4
2
5
0
3
3
0
0
2
0
0
11
21
3
0
0
21
2
2
2
1
2
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
1
1
0
0
0
0
0
0
0
1
1
1
1
0
0
1
0
1
1
1
0
0
1
1
0
0
0
1
1
0
1
1
0
0
1
1
0
1
1
1
0
1
0
0
0
1
1
0
1
1
0
1
0
0
1
1
0
1
0
1
1
1
0
1
1
1
0
0
0
1
0
1
1
0
0
1
1
1
1
1
1
1
0
1
0
0
1
0
0
1
1
1
0
0
1
0
1
0
1
1
0
2
0
0
0
2
2
3
2
1
0
0
0
2
0
0
1
2
0
1
4
5
2
0
1
1
3
0
2
1
3
0
0
2
0
1
3
0
1
1
2
0
0
2
0
2
0
1
0
0
0
0
0
1
1
1
1
1
1
0
0
0
0
1
1
1
1
0
1
1
0
1
1
1
1
0
0
1
1
1
1
1
1
0
0
1
1
1
1
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424
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426
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427 12.5
428 2.88
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430
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432
4.5
433
10
434 3.81
435
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436 9.42
437 6.33
438
4
439
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440
20
441 11.25
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3.5
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444 14.38
445 6.36
446 3.55
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4.5
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452 3.25
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1.5
454
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456
2.9
457 3.29
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460
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461 4.08
462 3.75
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3
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475
4.5
476 17.5
477 8.18
478 9.09
479 11.82
480 3.25
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4.5
483 3.71
484
6.5
485
2.9
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487 2.23
488
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489 8.33
490
2.9
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492 4.55
493 3.28
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496 3.15
497 12.5
498 5.15
499 3.13
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505 17.71
506 6.25
507
2.6
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512 4.38
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514 4.95
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0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
0
1
1
1
1
1
0
0
1
1
1
1
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
0
0
0
1
0
0
0
0
1
1
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
1
0
1
0
1
0
1
0
1
1
0
0
0
1
1
0
0
1
0
0
1
0
0
0
1
1
1
1
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
1
0
0
0
1
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
1
0
0
1
0
0
0
1
0
0
0
1
0
1
1
0
0
1
0
0
0
0
1
0
0
1
0
0
0
0
1
0
0
1
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
1
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
1
1
0
1
0
0
1
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
1
1
1
1
0
0
0
0
0
0
1
0
0
0
1
1
0
0
1
0
1
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
1
1
0
0
0
0
0
1
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
1
1
0
0
0
0
1
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
1
0
0
0
1
1
1
0
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1. wage
2. educ
3. exper
4. tenure
5. nonwhite
6. female
7. married
8. numdep
9. smsa
10. northcen
11. south
12. west
13. construc
14. ndurman
15. trcommpu
16. trade
17. services
18. profserv
19. profocc
20. clerocc
21. servocc
average hourly earnings
years of education
years potential experience
years with current employer
=1 if nonwhite
=1 if female
=1 if married
number of dependents
=1 if live in SMSA
=1 if live in north central U.S
=1 if live in southern region
=1 if live in western region
=1 if work in construc. indus.
=1 if in nondur. manuf. indus.
=1 if in trans, commun, pub ut
=1 if in wholesale or retail
=1 if in services indus.
=1 if in prof. serv. indus.
=1 if in profess. occupation
=1 if in clerical occupation
=1 if in service occupation
1 wage
2 educ
3 exper
4 tenure
5 nonwhite
6 female
7 married
8 numdep
9 smsa
10 northcen
11 south
12 west
13 construc
14 ndurman
15 trcommpu
16 trade
17 services
18 profserv
19 profocc
20 clerocc
21 servocc
22 lwage
23 expersq
24 tenursq
average hourly earnings
years of education
years potential experience
years with current employer
=1 if nonwhite
=1 if female
=1 if married
number of dependents
=1 if live in SMSA
=1 if live in north central U.S
=1 if live in southern region
=1 if live in western region
=1 if work in construc. indus.
=1 if in nondur. manuf. indus.
=1 if in trans, commun, pub ut
=1 if in wholesale or retail
=1 if in services indus.
=1 if in prof. serv. indus.
=1 if in profess. occupation
=1 if in clerical occupation
=1 if in service occupation
log(wage)
exper^2
tenure^2