#########################################################################
ESR data, Example 1.7 in D. Collett, Modelling Binary Data, Chapman &
Hall, 1991
 
Data on 32 patients from Institute of Medical Research, Kuala Lumpur,
Malaysia,
correlating ESR with 2 plasma proteins, fibrogen and gamma-globulin (both
gm/l)
response is ESR > 20 mm/h (0 is negative, 1 is positive)
ESR (erythrocyte sedimentation rate) is the rate at which red blood cells
(erythrocytes)
settle out of suspension in blood plasma.
 
variables = id, fibrogen, gamma-globulin, response
 
1 2.52 38 0
2 2.56 31 0
3 2.19 33 0
4 2.18 31 0
5 3.41 37 0
6 2.46 36 0
7 3.22 38 0
8 2.21 37 0
9 3.15 39 0
10 2.60 41 0
11 2.29 36 0
12 2.35 29 0
13 5.06 37 1
14 3.34 32 1
15 2.38 37 1
16 3.15 36 0
17 3.53 46 1
18 2.68 34 0
19 2.60 38 0
20 2.23 37 0
21 2.88 30 0
22 2.65 46 0
23 2.09 44 1
24 2.28 36 0
25 2.67 39 0
26 2.29 31 0
27 2.15 31 0
28 2.54 28 0
29 3.93 32 1
30 3.34 30 0
31 2.99 36 0
32 3.32 35 0
#################################################################
 
CAD Data, Data from Chapter 1, Table 1.1, of DW Hosmer, S Lemeshow. Applied
Logistic
Regression 2nd Edition 2000. Variables are Age in years and presence (1)
or absence (0) of significant coronary artery disease for 100 patients.
 
20 0
23 0
24 0
25 0
25 1
26 0
26 0
28 0
28 0
29 0
30 0
30 0
30 0
30 0
30 0
30 1
32 0
32 0
33 0
33 0
34 0
34 0
34 1
34 0
34 0
35 0
35 0
36 0
36 1
36 0
37 0
37 1
37 0
38 0
38 0
39 0
39 1
40 0
40 1
41 0
41 0
42 0
42 0
42 0
42 1
43 0
43 0
43 1
44 0
44 0
44 1
44 1
45 0
45 1
46 0
46 1
47 0
47 0
47 1
48 0
48 1
48 1
49 0
49 0
49 1
50 0
50 1
51 0
52 0
52 1
53 1
53 1
54 1
55 0
55 1
55 1
56 1
56 1
56 1
57 0
57 0
57 1
57 1
57 1
57 1
58 0
58 1
58 1
59 1
59 1
60 0
60 1
61 1
62 1
62 1
63 1
64 0
64 1
65 1
69 1
 
##############################################################################
BPD data
Data for 223 low birth weight infants on the incidence of bronchopulmonary
dysplasia (bpd).
>From Chapter 20 in M Pagano, K Gauvreau. Principles of Biostatistics, 2nd
ed. Duxbury 2000
In addition to the response variable bpd, data are given for birth weight
in grams,
gestational age in weeks, whether the mother experienced toxemia during
pregnancy, and
whether the mother was administered steroids during the pregnancy.
 
variables = bpd, birth weight, gest. age, toxemia, steroids
 
1 850 27 0 0
0 1500 33 0 0
1 1360 32 0 0
0 960 35 1 0
0 1560 33 0 0
0 1120 29 0 1
1 810 28 0 0
0 1620 32 0 0
1 1000 30 0 0
1 700 26 0 0
0 1330 31 0 0
0 1410 31 0 0
1 1520 31 0 0
1 910 29 0 1
0 1650 33 0 0
0 1460 32 0 0
1 1000 28 0 0
1 710 25 0 1
1 1220 28 0 0
1 820 28 0 0
0 1060 29 0 0
0 1240 30 0 0
0 1440 33 0 1
0 1470 32 0 0
0 790 29 0 1
1 910 29 0 1
0 1020 29 0 1
0 1340 28 0 0
0 1140 34 0 0
0 1450 34 0 1
1 1670 30 0 0
0 1690 33 0 0
0 950 31 0 0
1 810 29 0 0
1 730 27 1 0
1 730 26 0 0
1 650 30 0 1
0 900 26 0 0
0 1690 32 0 0
0 1200 28 0 1
1 700 26 0 1
1 750 29 0 0
1 1000 31 0 1
0 1500 31 0 1
1 1310 31 0 0
1 1310 31 0 0
1 990 29 0 0
1 910 28 0 0
0 1500 33 0 0
1 1030 27 0 0
1 1000 28 0 0
0 1300 30 0 0
0 1560 32 0 0
0 1040 29 0 1
1 760 27 0 1
0 740 28 1 1
1 930 28 0 0
1 860 28 0 0
1 880 30 0 1
1 860 29 0 1
0 930 30 0 1
0 850 30 0 1
0 890 27 0 0
1 1560 30 0 0
1 1560 32 0 0
0 880 31 1 1
0 1630 32 0 0
0 1550 32 0 0
0 1130 30 0 0
0 1180 30 0 0
0 936 27 1 0
0 1360 30 0 0
0 1000 27 0 0
0 1170 29 0 0
0 1160 30 0 1
0 1570 33 0 0
0 1540 33 0 0
0 890 28 0 1
0 1030 30 0 1
1 1200 30 0 0
1 650 26 0 0
0 1730 34 0 0
0 1370 33 0 0
0 1670 36 0 0
0 1530 34 0 0
1 1600 33 1 0
1 650 28 0 0
0 1530 33 0 0
0 1600 36 0 0
0 1510 33 0 0
0 1260 31 0 0
0 1320 31 0 0
0 1330 32 0 0
0 1720 32 0 0
0 1500 30 0 1
1 570 27 0 1
0 870 29 0 0
0 1320 30 0 0
1 1420 30 0 0
1 860 27 0 1
0 1500 31 0 1
0 1610 34 0 0
1 1600 33 0 0
0 1310 29 0 1
1 1580 30 0 0
1 1060 29 0 1
1 890 26 0 1
1 870 30 0 1
0 820 29 1 0
0 1700 32 0 1
1 800 26 0 0
1 1020 28 0 0
0 1180 31 1 1
1 700 25 1 0
0 790 29 0 1
1 850 27 0 0
0 1400 32 0 0
0 1280 32 0 1
0 1190 32 1 0
1 880 28 0 0
1 930 30 0 1
0 1040 33 0 0
0 1030 32 0 0
0 1350 33 1 0
1 1030 26 0 0
1 550 25 1 0
0 1070 33 0 0
0 1490 30 0 0
0 1000 29 0 0
0 1530 31 0 1
1 760 26 0 0
0 1470 33 0 0
1 990 29 0 1
1 860 30 0 1
1 870 29 0 1
1 1050 29 1 0
1 1040 28 0 0
0 1400 29 1 1
0 730 31 0 0
0 1240 34 0 0
0 1000 29 0 1
0 1660 31 0 0
1 1060 30 0 0
0 1050 28 0 0
0 1520 31 1 0
1 820 26 0 0
0 1380 32 1 0
0 1250 32 0 0
0 1020 32 1 1
0 1200 30 0 0
0 1260 30 0 0
0 1120 30 0 1
1 1350 31 0 0
0 1330 30 0 1
0 1340 30 1 1
0 1590 30 1 1
0 1370 33 0 1
0 1650 33 0 0
0 1550 33 1 1
1 770 26 0 1
1 870 28 0 0
0 1120 31 1 1
1 820 26 0 0
1 450 28 1 0
0 520 28 1 1
1 850 30 0 1
0 1230 32 1 1
0 1520 33 0 0
0 1370 32 0 1
0 1430 30 0 0
0 980 29 0 0
0 1090 28 0 0
0 1720 32 0 1
0 1350 28 0 0
1 910 29 0 1
1 860 28 0 1
0 1720 30 0 0
1 750 27 0 0
0 740 27 0 1
1 900 29 0 0
0 820 28 0 0
0 960 29 0 1
0 1020 33 0 1
0 1150 32 0 0
0 1040 29 1 0
0 1280 32 0 0
0 1090 29 0 0
0 1110 28 0 0
0 1430 29 0 1
0 1600 34 0 0
0 1630 32 0 0
0 1670 31 1 0
1 840 30 0 0
0 1420 32 0 1
0 1560 37 0 1
0 1500 29 0 0
0 1020 28 0 1
0 1650 32 0 0
0 1180 32 0 0
0 1100 28 0 1
0 1410 30 0 0
0 1720 34 0 1
0 1070 30 0 0
0 1200 29 0 0
0 1680 30 0 0
1 845 26 0 1
0 1340 29 0 0
0 800 34 0 0
0 970 31 1 0
0 950 31 0 1
0 1560 36 0 1
1 840 31 0 1
0 1400 30 0 1
1 665 27 0 1
0 1600 31 0 0
0 1680 32 0 0
0 1640 31 1 0
0 1120 28 1 1
1 700 27 0 0
0 1380 33 0 0
0 990 30 0 1
0 1220 29 0 0
0 1480 32 0 0
 
 
############################################################################
###
 
*--------------------------------------------------------------------*;
* Program: /jml/biostatmethods/chapter7/renal.sas *;
* Source: Biostatistical Methods: The assessment of Relative Risks *;
* John Wiley and Sons, 2000 *;
* Author: John M. Lachin <jml@biostat.bsc.gwu.edu> *;
* Copyright (c) 2000 by John M. Lachin *;
* Purpose: The data set presented in Table 7.5 *;
* for the analysis of a subset of the DCCT nephropathy *;
* data used in Example 7.4. *;
* Web URL: http://www.bsc.gwu.edu/jml/biostatmethods *;
*--------------------------------------------------------------------*;
'DCCT nephropathy prevalence at 6 years in the cohort with high baseline AER';
DCCT = Diabetes Control and Complications Trial
AER = Albumin excretion rate
N = 172
 
variables:
 
observation number
microalbuminuria at 6 years (1=present, 0=absent)
treatment group (1 = intensive, 0 = conventional)
baseline level of HbA1c (%)
duration of diabetes in months
systolic blood pressure (mmHg)
sex (1=female, 0=male)
 
 
 
1 0 1 9.63 178 104 1
2 0 0 7.93 175 112 0
3 1 0 11.20 126 110 1
4 1 0 10.88 116 106 0
5 0 0 8.22 168 110 1
6 1 1 12.73 71 112 0
7 0 0 8.28 107 116 1
8 0 1 9.44 79 120 1
9 0 0 7.44 176 120 1
10 0 0 8.33 47 140 0
11 1 1 9.89 135 126 1
12 0 1 12.06 117 120 0
13 0 1 9.01 35 128 1
14 0 1 10.05 82 110 1
15 1 1 9.60 70 108 1
16 0 1 10.17 159 121 1
17 0 1 10.67 43 110 0
18 0 1 8.52 142 118 0
19 1 0 8.13 99 124 1
20 0 0 8.27 105 98 1
21 1 0 8.60 126 126 0
22 1 0 9.83 139 116 0
23 0 0 8.04 97 118 0
24 0 1 9.38 113 100 0
25 1 0 10.72 115 110 0
26 0 1 7.85 48 114 0
27 0 1 9.72 151 118 0
28 0 0 7.80 19 110 0
29 0 0 8.96 84 108 1
30 0 1 8.96 80 124 0
31 0 1 7.09 109 130 1
32 0 1 8.20 90 130 0
33 0 1 8.81 92 104 1
34 0 1 8.28 112 120 1
35 0 1 11.95 38 104 1
36 0 0 14.37 147 122 1
37 1 0 7.72 119 128 0
38 0 1 9.99 119 120 1
39 1 1 9.67 180 116 0
40 0 1 7.26 16 110 0
41 0 1 7.80 154 130 0
42 0 0 10.23 124 108 1
43 1 0 11.77 57 120 1
44 0 0 9.56 44 126 0
45 1 0 12.38 96 110 1
46 0 0 10.94 99 100 1
47 0 1 9.56 143 130 0
48 0 1 8.27 116 115 0
49 0 0 9.70 56 108 0
50 0 0 7.36 168 96 1
51 0 0 8.03 162 118 0
52 0 0 8.82 114 124 1
53 0 0 7.28 157 104 0
54 1 1 10.70 135 92 0
55 0 1 9.40 77 124 1
56 0 1 11.03 165 120 0
57 0 1 8.62 142 98 1
58 0 1 7.01 71 120 0
59 1 0 12.22 67 102 1
60 0 1 8.22 147 120 0
61 1 0 10.55 101 116 0
62 0 1 9.66 78 90 1
63 0 0 10.13 77 110 1
64 1 0 9.44 84 118 0
65 0 0 9.61 167 126 1
66 0 1 8.78 137 110 0
67 0 0 7.34 173 144 0
68 0 0 9.10 177 100 1
69 0 1 7.44 113 136 1
70 0 1 9.35 59 118 0
71 1 1 7.36 138 148 0
72 0 0 8.09 146 114 1
73 0 1 9.60 147 122 1
74 1 0 9.63 131 118 0
75 1 0 8.19 107 120 0
76 0 0 6.72 116 112 0
77 0 1 9.77 67 124 1
78 0 1 7.86 99 130 0
79 1 0 10.02 157 124 0
80 0 0 9.98 105 106 0
81 0 1 7.89 172 110 1
82 0 0 7.50 133 118 0
83 0 0 7.74 135 90 1
84 0 0 8.54 146 104 1
85 0 1 11.07 82 122 1
86 1 1 10.23 84 104 1
87 1 0 8.11 55 128 0
88 0 1 10.84 84 138 0
89 1 0 9.32 170 110 1
90 0 1 10.75 102 118 1
91 0 0 8.22 97 116 0
92 0 1 9.70 131 110 1
93 0 1 9.11 145 126 0
94 0 1 9.29 129 114 0
95 0 1 8.33 122 118 1
96 1 1 11.09 27 104 0
97 0 1 8.98 112 112 1
98 1 0 10.56 97 120 0
99 0 1 8.16 166 118 1
100 0 1 8.08 172 92 1
101 1 0 10.44 72 128 1
102 0 1 8.07 109 118 1
103 1 1 7.50 147 114 0
104 1 1 8.49 168 122 1
105 0 0 10.52 35 120 0
106 0 1 9.49 154 110 0
107 0 1 12.40 119 112 1
108 0 1 8.49 173 98 1
109 0 1 9.79 35 94 1
110 0 0 7.44 104 114 0
111 0 1 8.22 133 112 0
112 0 0 7.18 17 108 0
113 0 1 9.29 132 118 0
114 0 0 9.26 151 118 1
115 0 0 10.16 96 122 0
116 0 1 7.09 153 118 0
117 0 1 8.10 163 116 1
118 1 0 10.54 46 130 0
119 0 0 9.23 70 112 1
120 0 0 10.07 112 110 1
121 1 0 8.87 138 132 0
122 0 1 7.95 55 122 0
123 0 0 6.66 141 112 0
124 1 0 8.77 168 112 0
125 0 0 9.07 111 124 1
126 0 1 8.98 116 100 0
127 0 1 8.89 33 118 0
128 0 1 10.94 88 110 0
129 0 1 8.50 118 125 0
130 1 0 12.34 122 110 1
131 0 1 12.45 117 98 1
132 1 0 8.82 130 140 0
133 0 1 10.78 120 110 0
134 0 1 8.25 143 102 0
135 0 0 9.48 135 120 0
136 0 0 8.74 155 136 0
137 0 1 7.43 145 112 0
138 0 1 7.94 112 140 0
139 0 0 11.31 101 120 1
140 1 0 10.12 110 120 0
141 0 1 7.36 165 130 0
142 0 1 9.17 154 118 1
143 0 1 8.59 163 132 0
144 1 0 8.07 93 126 0
145 0 1 10.28 104 118 0
146 0 0 8.00 84 110 1
147 0 1 8.10 63 108 0
148 0 0 10.60 163 132 0
149 0 0 7.60 76 124 0
150 0 1 9.50 152 126 1
151 0 0 10.30 125 102 0
152 0 1 8.80 127 120 1
153 1 0 9.30 136 114 1
154 0 1 10.00 175 128 0
155 0 0 9.10 140 118 1
156 1 1 12.50 91 120 0
157 0 0 9.70 132 106 1
158 1 0 11.80 157 128 0
159 0 1 7.00 64 126 0
160 0 1 9.00 141 114 0
161 0 1 8.00 46 131 0
162 1 0 12.50 99 116 1
163 1 0 7.10 89 114 0
164 0 0 8.60 139 130 1
165 0 1 12.20 76 106 1
166 0 1 11.70 118 110 1
167 1 0 11.30 99 122 1
168 0 0 6.80 41 104 1
169 0 0 10.60 82 106 1
170 0 1 8.70 101 98 1
171 0 0 7.90 136 126 0
172 0 0 10.10 127 124 0
 
############################################################################
#######
Prostate Cancer Data
Data from D. Collett, Modelling Binary Data, Chapman & Hall, 1991 Table 1.9
Downloaded from John Lachin's website
(http://www.bsc.gwu.edu/jml/biostatmethods).
Data are for 53 patients presenting with prostate cancer who had also
undergone
a laparotomy to assess whether the disease had metastasized to the lymph
nodes.
Variables: case number, age in years, level of serum acid phosphatase (in King-Armstrong units), xray results (0=negative, 1=positive), size of the tumor from
rectal exam (0=small, 1=large), severity of tumor grade from biopsy (0=less, 1=more),
nodal involvement (0 = absent, 1 = present).
 
1 66 .48 0 0 0 0
2 68 .56 0 0 0 0
3 66 .50 0 0 0 0
4 56 .52 0 0 0 0
5 58 .50 0 0 0 0
6 60 .49 0 0 0 0
7 65 .46 1 0 0 0
8 60 .62 1 0 0 0
9 50 .56 0 0 1 1
10 49 .55 1 0 0 0
11 61 .62 0 0 0 0
12 58 .71 0 0 0 0
13 51 .65 0 0 0 0
14 67 .67 1 0 1 1
15 67 .47 0 0 1 0
16 51 .49 0 0 0 0
17 56 .50 0 0 1 0
18 60 .78 0 0 0 0
19 52 .83 0 0 0 0
20 56 .98 0 0 0 0
21 67 .52 0 0 0 0
22 63 .75 0 0 0 0
23 59 .99 0 0 1 1
24 64 1.87 0 0 0 0
25 61 1.36 1 0 0 1
26 56 .82 0 0 0 1
27 64 .40 0 1 1 0
28 61 .50 0 1 0 0
29 64 .50 0 1 1 0
30 63 .40 0 1 0 0
31 52 .55 0 1 1 0
32 66 .59 0 1 1 0
33 58 .48 1 1 0 1
34 57 .51 1 1 1 1
35 65 .49 0 1 0 1
36 65 .48 0 1 1 0
37 59 .63 1 1 1 0
38 61 1.02 0 1 0 0
39 53 .76 0 1 0 0
40 67 .95 0 1 0 0
41 53 .66 0 1 1 0
42 65 .84 1 1 1 1
43 50 .81 1 1 1 1
44 60 .76 1 1 1 1
45 45 .70 0 1 1 1
46 56 .78 1 1 1 1
47 46 .70 0 1 0 1
48 67 .67 0 1 0 1
49 63 .82 0 1 0 1
50 57 .67 0 1 1 1
51 51 .72 1 1 0 1
52 64 .89 1 1 0 1
53 68 1.26 1 1 1 1
 
 
########################################################################
 
DIABETES data set - from SAS online data
http://ftp.sas.com/samples/A55201
Logistic Regression Examples Using the SAS System, Version 6,
 
id = 'Patient number'
relwt = 'Relative weight'
glufast = 'Fasting Plasma Glucose'
glutest = 'Test Plasma Glucose'
instest = 'Plasma Insulin during Test'
sspg = 'Steady State Plasma Glucose'
group = 'Clinical Group';
 
1 0.81 80 356 124 55 1
2 0.95 97 289 117 76 1
3 0.94 105 319 143 105 1
4 1.04 90 356 199 108 1
5 1.00 90 323 240 143 1
6 0.76 86 381 157 165 1
7 0.91 100 350 221 119 1
8 1.10 85 301 186 105 1
9 0.99 97 379 142 98 1
10 0.78 97 296 131 94 1
11 0.90 91 353 221 53 1
12 0.73 87 306 178 66 1
13 0.96 78 290 136 142 1
14 0.84 90 371 200 93 1
15 0.74 86 312 208 68 1
16 0.98 80 393 202 102 1
17 1.10 90 364 152 76 1
18 0.85 99 359 185 37 1
19 0.83 85 296 116 60 1
20 0.93 90 345 123 50 1
21 0.95 90 378 136 47 1
22 0.74 88 304 134 50 1
23 0.95 95 347 184 91 1
24 0.97 90 327 192 124 1
25 0.72 92 386 279 74 1
26 1.11 74 365 228 235 1
27 1.20 98 365 145 158 1
28 1.13 100 352 172 140 1
29 1.00 86 325 179 145 1
30 0.78 98 321 222 99 1
31 1.00 70 360 134 90 1
32 1.00 99 336 143 105 1
33 0.71 75 352 169 32 1
34 0.76 90 353 263 165 1
35 0.89 85 373 174 78 1
36 0.88 99 376 134 80 1
37 1.17 100 367 182 54 1
38 0.85 78 335 241 175 1
39 0.97 106 396 128 80 1
40 1.00 98 277 222 186 1
41 1.00 102 378 165 117 1
42 0.89 90 360 282 160 1
43 0.98 94 291 94 71 1
44 0.78 80 269 121 29 1
45 0.74 93 318 73 42 1
46 0.91 86 328 106 56 1
47 0.95 85 334 118 122 1
48 0.95 96 356 112 73 1
49 1.03 88 291 157 122 1
50 0.87 87 360 292 128 1
51 0.87 94 313 200 233 1
52 1.17 93 306 220 132 1
53 0.83 86 319 144 138 1
54 0.82 86 349 109 83 1
55 0.86 96 332 151 109 1
56 1.01 86 323 158 96 1
57 0.88 89 323 73 52 1
58 0.75 83 351 81 42 1
59 0.99 98 478 151 122 2
60 1.12 100 398 122 176 1
61 1.09 110 426 117 118 1
62 1.02 88 439 208 244 2
63 1.19 100 429 201 194 2
64 1.06 80 333 131 136 1
65 1.20 89 472 162 257 2
66 1.05 91 436 148 167 2
67 1.18 96 418 130 153 1
68 1.01 95 391 137 248 1
69 0.91 82 390 375 273 1
70 0.81 84 416 146 80 1
71 1.10 90 413 344 270 2
72 1.03 100 385 192 180 1
73 0.97 86 393 115 85 1
74 0.96 93 376 195 106 1
75 1.10 107 403 267 254 1
76 1.07 112 414 281 119 1
77 1.08 94 426 213 177 2
78 0.95 93 364 156 159 1
79 0.74 93 391 221 103 1
80 0.84 90 356 199 59 1
81 0.89 99 398 76 108 1
82 1.11 93 393 490 259 1
83 1.19 85 425 143 204 2
84 1.18 89 318 73 220 1
85 1.06 96 465 237 111 2
86 0.95 111 558 748 122 2
87 1.06 107 503 320 253 2
88 0.98 114 540 188 211 2
89 1.16 101 469 607 271 2
90 1.18 108 486 297 220 2
91 1.20 112 568 232 276 2
92 1.08 105 527 480 233 2
93 0.91 103 537 622 264 2
94 1.03 99 466 287 231 2
95 1.09 102 599 266 268 2
96 1.05 110 477 124 60 2
97 1.20 102 472 297 272 2
98 1.05 96 456 326 235 2
99 1.10 95 517 564 206 2
100 1.12 112 503 408 300 2
101 0.96 110 522 325 286 2
102 1.13 92 476 433 226 2
103 1.07 104 472 180 239 2
104 1.10 75 455 392 242 2
105 0.94 92 442 109 157 2
106 1.12 92 541 313 267 2
107 0.88 92 580 132 155 2
108 0.93 93 472 285 194 2
109 1.16 112 562 139 198 2
110 0.94 88 423 212 156 2
111 0.91 114 643 155 100 2
112 0.83 103 533 120 135 2
113 0.92 300 1468 28 455 3
114 0.86 303 1487 23 327 3
115 0.85 125 714 232 279 3
116 0.83 280 1470 54 382 3
117 0.85 216 1113 81 378 3
118 1.06 190 972 87 374 3
119 1.06 151 854 76 260 3
120 0.92 303 1364 42 346 3
121 1.20 173 832 102 319 3
122 1.04 203 967 138 351 3
123 1.16 195 920 160 357 3
124 1.08 140 613 131 248 3
125 0.95 151 857 145 324 3
126 0.86 275 1373 45 300 3
127 0.90 260 1133 118 300 3
128 0.97 149 849 159 310 3
129 1.16 233 1183 73 458 3
130 1.12 146 847 103 339 3
131 1.07 124 538 460 320 3
132 0.93 213 1001 42 297 3
133 0.85 330 1520 13 303 3
134 0.81 123 557 130 152 3
135 0.98 130 670 44 167 3
136 1.01 120 636 314 220 3
137 1.19 138 741 219 209 3
138 1.04 188 958 100 351 3
139 1.06 339 1354 10 450 3
140 1.03 265 1263 83 413 3
141 1.05 353 1428 41 480 3
142 0.91 180 923 77 150 3
143 0.90 213 1025 29 209 3
144 1.11 328 1246 124 442 3
145 0.74 346 1568 15 253 3