proc freq

The FREQ Procedure

Frequency
Percent
Row Pct
Col Pct
Table of cat97 by cat07
cat97 cat07
0 1 2 3 4 5 6 7 8 9 10 Total
0
37046
45.01
83.48
82.77
674
0.82
1.52
59.96
1412
1.72
3.18
47.77
1692
2.06
3.81
35.07
2068
2.51
4.66
22.28
1024
1.24
2.31
10.76
323
0.39
0.73
5.55
59
0.07
0.13
2.87
66
0.08
0.15
4.27
8
0.01
0.02
3.28
7
0.01
0.02
4.02
44379
53.92
 
 
1
1246
1.51
65.72
2.78
126
0.15
6.65
11.21
173
0.21
9.12
5.85
138
0.17
7.28
2.86
118
0.14
6.22
1.27
63
0.08
3.32
0.66
22
0.03
1.16
0.38
6
0.01
0.32
0.29
3
0.00
0.16
0.19
1
0.00
0.05
0.41
0
0.00
0.00
0.00
1896
2.30
 
 
2
1274
1.55
40.98
2.85
119
0.14
3.83
10.59
519
0.63
16.69
17.56
598
0.73
19.23
12.40
414
0.50
13.32
4.46
141
0.17
4.54
1.48
37
0.04
1.19
0.64
4
0.00
0.13
0.19
3
0.00
0.10
0.19
0
0.00
0.00
0.00
0
0.00
0.00
0.00
3109
3.78
 
 
3
1485
1.80
32.61
3.32
83
0.10
1.82
7.38
382
0.46
8.39
12.92
1013
1.23
22.24
21.00
1190
1.45
26.13
12.82
308
0.37
6.76
3.24
74
0.09
1.62
1.27
12
0.01
0.26
0.58
6
0.01
0.13
0.39
1
0.00
0.02
0.41
0
0.00
0.00
0.00
4554
5.53
 
 
4
1763
2.14
19.98
3.94
82
0.10
0.93
7.30
310
0.38
3.51
10.49
928
1.13
10.52
19.24
3477
4.22
39.41
37.46
1921
2.33
21.77
20.18
280
0.34
3.17
4.81
48
0.06
0.54
2.34
9
0.01
0.10
0.58
3
0.00
0.03
1.23
2
0.00
0.02
1.15
8823
10.72
 
 
5
1196
1.45
12.45
2.67
25
0.03
0.26
2.22
118
0.14
1.23
3.99
325
0.39
3.38
6.74
1615
1.96
16.81
17.40
4574
5.56
47.61
48.06
1535
1.87
15.98
26.36
157
0.19
1.63
7.64
52
0.06
0.54
3.37
10
0.01
0.10
4.10
1
0.00
0.01
0.57
9608
11.67
 
 
6
481
0.58
8.16
1.07
9
0.01
0.15
0.80
31
0.04
0.53
1.05
97
0.12
1.65
2.01
317
0.39
5.38
3.42
1275
1.55
21.62
13.40
2788
3.39
47.29
47.88
703
0.85
11.92
34.21
182
0.22
3.09
11.78
9
0.01
0.15
3.69
4
0.00
0.07
2.30
5896
7.16
 
 
7
148
0.18
7.35
0.33
2
0.00
0.10
0.18
5
0.01
0.25
0.17
18
0.02
0.89
0.37
45
0.05
2.24
0.48
150
0.18
7.45
1.58
592
0.72
29.41
10.17
678
0.82
33.68
32.99
356
0.43
17.69
23.04
15
0.02
0.75
6.15
4
0.00
0.20
2.30
2013
2.45
 
 
8
104
0.13
6.44
0.23
4
0.00
0.25
0.36
4
0.00
0.25
0.14
13
0.02
0.80
0.27
33
0.04
2.04
0.36
52
0.06
3.22
0.55
155
0.19
9.59
2.66
360
0.44
22.28
17.52
746
0.91
46.16
48.28
106
0.13
6.56
43.44
39
0.05
2.41
22.41
1616
1.96
 
 
9
10
0.01
3.85
0.02
0
0.00
0.00
0.00
2
0.00
0.77
0.07
0
0.00
0.00
0.00
5
0.01
1.92
0.05
6
0.01
2.31
0.06
13
0.02
5.00
0.22
19
0.02
7.31
0.92
98
0.12
37.69
6.34
61
0.07
23.46
25.00
46
0.06
17.69
26.44
260
0.32
 
 
10
7
0.01
4.64
0.02
0
0.00
0.00
0.00
0
0.00
0.00
0.00
2
0.00
1.32
0.04
0
0.00
0.00
0.00
4
0.00
2.65
0.04
4
0.00
2.65
0.07
9
0.01
5.96
0.44
24
0.03
15.89
1.55
30
0.04
19.87
12.30
71
0.09
47.02
40.80
151
0.18
 
 
Total
44760
54.38
1124
1.37
2956
3.59
4824
5.86
9282
11.28
9518
11.56
5823
7.07
2055
2.50
1545
1.88
244
0.30
174
0.21
82305
100.00

proc univariate

The UNIVARIATE Procedure
Variable: lngam97

Moments
N 37926 Sum Weights 37926
Mean -6.3767402 Sum Observations -241844.25
Std Deviation 2.58849015 Variance 6.70028123
Skewness -0.9767625 Kurtosis 1.50705474
Uncorrected SS 1796286.12 Corrected SS 254108.166
Coeff Variation -40.592686 Std Error Mean 0.01329162

Basic Statistical Measures
Location Variability
Mean -6.37674 Std Deviation 2.58849
Median -5.98583 Variance 6.70028
Mode . Range 20.68596
    Interquartile Range 3.26511

Tests for Location: Mu0=0
Test Statistic p Value
Student's t t -479.756 Pr > |t| <.0001
Sign M -18963 Pr >= |M| <.0001
Signed Rank S -3.596E8 Pr >= |S| <.0001

Quantiles (Definition 5)
Quantile Estimate
100% Max -0.0791564
99% -1.9328316
95% -2.8915165
90% -3.4626248
75% Q3 -4.5501634
50% Median -5.9858281
25% Q1 -7.8152704
10% -9.6388292
5% -10.9107757
1% -14.9541202
0% Min -20.7651190

Extreme Observations
Lowest Highest
Value Obs Value Obs
-20.7651 41025 -0.4889151 79494
-18.3428 1865 -0.4712563 27862
-18.0740 39011 -0.4598890 11515
-18.0143 41950 -0.2377462 8994
-17.8256 42097 -0.0791564 1874

Missing Values
Missing
Value		 Count Percent Of
All Obs Missing Obs
. 44379 53.92 100.00

transition matrix newChinacat0=6, weighted by emp97+1

  Mean
dum07var0 dum07var1 dum07var2 dum07var3 dum07var4 dum07var5 dum07var6 dum07var7 dum07var8 dum07var9 dum07var10
All 0.0351 0.0116 0.0079 0.0208 0.0745 0.1783 0.2253 0.1819 0.1860 0.0332 0.0454
cat97 0.6996 0.0163 0.0369 0.0716 0.1327 0.0281 0.0121 0.0015 0.0010 0.0002 0.0000
0
1 0.0163 0.8444 0.0540 0.0345 0.0182 0.0094 0.0232 0.0000 0.0000 0.0000 0.0000
2 0.0428 0.3787 0.1573 0.3155 0.0910 0.0134 0.0012 0.0001 0.0001 0.0000 0.0000
3 0.1400 0.0431 0.1331 0.3510 0.2899 0.0292 0.0061 0.0008 0.0069 0.0000 0.0000
4 0.0636 0.0098 0.0326 0.0930 0.5423 0.2377 0.0186 0.0020 0.0001 0.0001 0.0002
5 0.0418 0.0010 0.0053 0.0235 0.1548 0.6193 0.1402 0.0112 0.0027 0.0001 0.0000
6 0.0306 0.0009 0.0070 0.0092 0.0401 0.1899 0.5956 0.1056 0.0196 0.0015 0.0000
7 0.0187 0.0000 0.0008 0.0105 0.0106 0.0495 0.2286 0.5728 0.0976 0.0057 0.0053
8 0.0281 0.0016 0.0000 0.0030 0.0142 0.0063 0.0516 0.2329 0.5897 0.0524 0.0200
9 0.0091 0.0000 0.0000 0.0000 0.0000 0.0145 0.0724 0.0666 0.4270 0.1853 0.2251
10 0.0417 0.0000 0.0000 0.0000 0.0000 0.0000 0.0087 0.0721 0.2345 0.1805 0.4625

transition matrix newChinacat0=6, weighted by emp97+1

  N
dum07var0 dum07var1 dum07var2 dum07var3 dum07var4 dum07var5 dum07var6 dum07var7 dum07var8 dum07var9 dum07var10
All 15576 15576 15576 15576 15576 15576 15576 15576 15576 15576 15576
cat97 8482 8482 8482 8482 8482 8482 8482 8482 8482 8482 8482
0
1 196 196 196 196 196 196 196 196 196 196 196
2 568 568 568 568 568 568 568 568 568 568 568
3 906 906 906 906 906 906 906 906 906 906 906
4 1757 1757 1757 1757 1757 1757 1757 1757 1757 1757 1757
5 1804 1804 1804 1804 1804 1804 1804 1804 1804 1804 1804
6 1102 1102 1102 1102 1102 1102 1102 1102 1102 1102 1102
7 378 378 378 378 378 378 378 378 378 378 378
8 307 307 307 307 307 307 307 307 307 307 307
9 45 45 45 45 45 45 45 45 45 45 45
10 31 31 31 31 31 31 31 31 31 31 31

proc corr

The CORR Procedure

2 Variables: gam97_new gam97fit

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
gam97_new 82305 0.00565 0.02187 465.00000 0 0.92390
gam97fit 82305 0.00543 0.02033 446.93832 0 0.30753

Pearson Correlation Coefficients, N = 82305
Prob > |r| under H0: Rho=0
  gam97_new gam97fit
gam97_new
1.00000
 
0.95975
<.0001
gam97fit
0.95975
<.0001
1.00000