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
36042
43.79
85.15
84.44
132
0.16
0.31
40.62
1075
1.31
2.54
37.09
1800
2.19
4.25
30.66
1943
2.36
4.59
18.33
909
1.10
2.15
9.07
291
0.35
0.69
4.90
60
0.07
0.14
2.94
60
0.07
0.14
3.93
9
0.01
0.02
3.80
7
0.01
0.02
4.19
42328
51.43
 
 
1
125
0.15
31.25
0.29
88
0.11
22.00
27.08
114
0.14
28.50
3.93
32
0.04
8.00
0.55
28
0.03
7.00
0.26
10
0.01
2.50
0.10
2
0.00
0.50
0.03
0
0.00
0.00
0.00
1
0.00
0.25
0.07
0
0.00
0.00
0.00
0
0.00
0.00
0.00
400
0.49
 
 
2
1338
1.63
37.20
3.13
64
0.08
1.78
19.69
787
0.96
21.88
27.16
771
0.94
21.43
13.13
469
0.57
13.04
4.42
139
0.17
3.86
1.39
25
0.03
0.70
0.42
2
0.00
0.06
0.10
2
0.00
0.06
0.13
0
0.00
0.00
0.00
0
0.00
0.00
0.00
3597
4.37
 
 
3
1757
2.13
29.29
4.12
19
0.02
0.32
5.85
486
0.59
8.10
16.77
1621
1.97
27.03
27.61
1603
1.95
26.73
15.12
389
0.47
6.49
3.88
102
0.12
1.70
1.72
15
0.02
0.25
0.73
6
0.01
0.10
0.39
0
0.00
0.00
0.00
0
0.00
0.00
0.00
5998
7.29
 
 
4
1706
2.07
17.07
4.00
14
0.02
0.14
4.31
301
0.37
3.01
10.39
1164
1.41
11.65
19.83
4368
5.31
43.71
41.20
2100
2.55
21.01
20.96
277
0.34
2.77
4.67
43
0.05
0.43
2.11
14
0.02
0.14
0.92
4
0.00
0.04
1.69
2
0.00
0.02
1.20
9993
12.14
 
 
5
1053
1.28
10.54
2.47
3
0.00
0.03
0.92
103
0.13
1.03
3.55
361
0.44
3.61
6.15
1738
2.11
17.39
16.39
4936
6.00
49.39
49.27
1591
1.93
15.92
26.80
149
0.18
1.49
7.30
53
0.06
0.53
3.47
6
0.01
0.06
2.53
1
0.00
0.01
0.60
9994
12.14
 
 
6
425
0.52
7.09
1.00
3
0.00
0.05
0.92
22
0.03
0.37
0.76
91
0.11
1.52
1.55
350
0.43
5.84
3.30
1331
1.62
22.19
13.29
2878
3.50
47.98
48.48
711
0.86
11.85
34.82
174
0.21
2.90
11.40
9
0.01
0.15
3.80
4
0.00
0.07
2.40
5998
7.29
 
 
7
128
0.16
6.41
0.30
0
0.00
0.00
0.00
6
0.01
0.30
0.21
17
0.02
0.85
0.29
58
0.07
2.90
0.55
141
0.17
7.06
1.41
602
0.73
30.13
10.14
677
0.82
33.88
33.15
350
0.43
17.52
22.94
15
0.02
0.75
6.33
4
0.00
0.20
2.40
1998
2.43
 
 
8
92
0.11
5.75
0.22
2
0.00
0.13
0.62
3
0.00
0.19
0.10
13
0.02
0.81
0.22
39
0.05
2.44
0.37
52
0.06
3.25
0.52
150
0.18
9.38
2.53
361
0.44
22.58
17.68
746
0.91
46.65
48.89
104
0.13
6.50
43.88
37
0.04
2.31
22.16
1599
1.94
 
 
9
11
0.01
4.38
0.03
0
0.00
0.00
0.00
1
0.00
0.40
0.03
0
0.00
0.00
0.00
5
0.01
1.99
0.05
6
0.01
2.39
0.06
13
0.02
5.18
0.22
16
0.02
6.37
0.78
95
0.12
37.85
6.23
62
0.08
24.70
26.16
42
0.05
16.73
25.15
251
0.30
 
 
10
7
0.01
4.70
0.02
0
0.00
0.00
0.00
0
0.00
0.00
0.00
0
0.00
0.00
0.00
1
0.00
0.67
0.01
5
0.01
3.36
0.05
5
0.01
3.36
0.08
8
0.01
5.37
0.39
25
0.03
16.78
1.64
28
0.03
18.79
11.81
70
0.09
46.98
41.92
149
0.18
 
 
Total
42684
51.86
325
0.39
2898
3.52
5870
7.13
10602
12.88
10018
12.17
5936
7.21
2042
2.48
1526
1.85
237
0.29
167
0.20
82305
100.00

proc univariate

The UNIVARIATE Procedure
Variable: lngam97

Moments
N 39977 Sum Weights 39977
Mean -6.2250133 Sum Observations -248857.36
Std Deviation 2.1253376 Variance 4.51705989
Skewness -0.1974998 Kurtosis -0.4347497
Uncorrected SS 1729714.33 Corrected SS 180573.986
Coeff Variation -34.141897 Std Error Mean 0.01062974

Basic Statistical Measures
Location Variability
Mean -6.22501 Std Deviation 2.12534
Median -6.07796 Variance 4.51706
Mode -8.26924 Range 17.74066
    Interquartile Range 3.17474

Tests for Location: Mu0=0
Test Statistic p Value
Student's t t -585.622 Pr > |t| <.0001
Sign M -19988.5 Pr >= |M| <.0001
Signed Rank S -3.996E8 Pr >= |S| <.0001

Quantiles (Definition 5)
Quantile Estimate
100% Max -0.0791731
99% -1.9757683
95% -2.9448961
90% -3.5306734
75% Q3 -4.6248727
50% Median -6.0779618
25% Q1 -7.7996085
10% -9.1504076
5% -9.7622520
1% -10.9122151
0% Min -17.8198307

Extreme Observations
Lowest Highest
Value Obs Value Obs
-17.8198 39011 -0.5156458 74986
-17.6583 1865 -0.4723561 27862
-17.0137 1914 -0.4605570 11515
-16.8196 39056 -0.2496264 8994
-16.7539 38944 -0.0791731 1874

Missing Values
Missing
Value		 Count Percent Of
All Obs Missing Obs
. 42328 51.43 100.00

transition matrix newChinacat0=6, weighted by emp97+1

  Mean
dum07var0 dum07var1 dum07var2 dum07var3 dum07var4 dum07var5 dum07var6 dum07var7 dum07var8 dum07var9 dum07var10
All 0.0302 0.0108 0.0084 0.0191 0.0740 0.1842 0.2282 0.1850 0.1817 0.0347 0.0438
cat97 0.8475 0.0034 0.0256 0.0418 0.0453 0.0252 0.0074 0.0019 0.0016 0.0003 0.0000
0
1 0.0026 0.8857 0.0479 0.0266 0.0127 0.0001 0.0244 0.0000 0.0000 0.0000 0.0000
2 0.0309 0.3999 0.1745 0.1718 0.2124 0.0103 0.0003 0.0000 0.0000 0.0000 0.0000
3 0.1030 0.0185 0.1779 0.4090 0.2420 0.0354 0.0064 0.0004 0.0074 0.0000 0.0000
4 0.0499 0.0063 0.0338 0.0930 0.5702 0.2272 0.0171 0.0020 0.0002 0.0001 0.0002
5 0.0342 0.0015 0.0091 0.0218 0.1411 0.6518 0.1284 0.0095 0.0026 0.0000 0.0000
6 0.0269 0.0000 0.0051 0.0104 0.0420 0.1767 0.5973 0.1213 0.0188 0.0015 0.0000
7 0.0143 0.0000 0.0016 0.0111 0.0130 0.0468 0.2240 0.5817 0.0964 0.0058 0.0053
8 0.0281 0.0015 0.0002 0.0031 0.0127 0.0084 0.0500 0.2263 0.5959 0.0533 0.0205
9 0.0090 0.0000 0.0000 0.0000 0.0000 0.0143 0.0717 0.0598 0.3687 0.2873 0.1892
10 0.0441 0.0000 0.0000 0.0000 0.0000 0.0000 0.0092 0.0763 0.2480 0.1333 0.4892

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 7927 7927 7927 7927 7927 7927 7927 7927 7927 7927 7927
0
1 90 90 90 90 90 90 90 90 90 90 90
2 630 630 630 630 630 630 630 630 630 630 630
3 1166 1166 1166 1166 1166 1166 1166 1166 1166 1166 1166
4 1994 1994 1994 1994 1994 1994 1994 1994 1994 1994 1994
5 1895 1895 1895 1895 1895 1895 1895 1895 1895 1895 1895
6 1124 1124 1124 1124 1124 1124 1124 1124 1124 1124 1124
7 371 371 371 371 371 371 371 371 371 371 371
8 305 305 305 305 305 305 305 305 305 305 305
9 44 44 44 44 44 44 44 44 44 44 44
10 30 30 30 30 30 30 30 30 30 30 30

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 0.02161 465.00000 0 0.92388
gam97fit 82305 0.00543 0.02009 446.68553 0 0.30514

Pearson Correlation Coefficients, N = 82305
Prob > |r| under H0: Rho=0
  gam97_new gam97fit
gam97_new
1.00000
 
0.95969
<.0001
gam97fit
0.95969
<.0001
1.00000