[R] Setting up counting process data for survival analysis
Paul Miller
pjmiller_57 at yahoo.com
Mon Jun 13 21:45:03 CEST 2011
Hello Everyone,
I'm learning to do survival analysis in R using a time-varying covariate. I've managed to set up my data correctly using SAS and then to get the correct result using R.
What I'd like help with is getting the data set up correctly in R without having to resort to using SAS. Below are two datasets. The first is the raw data I'm starting out with. The second is set up so that the survival analysis can be conducted using R.
Can anyone show me an elegant way of getting from the first dataset to the second? I think I could probably find an ugly way. But I'm anticipating doing this sort of analysis repeatedly. And so I'd like to have an elegant way of setting up the data if possible.
Thanks,
Paul
connection <- textConnection("
101 32 1 A 3 . 102 20 1 A 4 10 103 -52 0 A 3 .
104 4 0 A 4 . 105 24 1 A 4 52 106 41 1 A 3 .
107 32 0 A 4 12 108 32 1 A 4 . 109 25 0 A 3 .
110 -10 1 A 3 . 111 8 0 A 3 . 112 32 1 A 4 .
113 -52 0 A 4 38 114 45 1 A 3 36 115 -14 0 A 4 .
116 6 1 A 3 . 117 -52 1 A 4 . 118 9 0 A 4 28
119 13 1 A 3 . 120 36 0 A 4 . 121 6 1 A 4 .
122 -42 0 A 4 . 123 44 1 A 3 28 124 -52 0 A 3 .
125 23 1 A 4 . 126 30 1 A 3 . 127 16 0 A 3 .
128 2 1 A 3 . 129 21 0 A 3 6 130 26 1 A 4 .
131 8 0 A 3 . 132 46 1 A 4 18 133 21 1 A 4 .
134 14 1 A 3 . 135 -52 0 A 3 . 136 -24 1 A 3 .
137 -22 0 A 3 . 138 -35 0 A 3 . 139 19 1 A 3 .
140 24 1 A 4 20 141 31 1 A 3 12 142 28 0 A 4 .
143 -52 0 A 4 34 144 -52 1 A 3 . 145 35 0 A 3 .
146 40 1 A 4 . 147 4 0 A 3 . 148 7 1 A 4 24
149 -2 0 A 4 . 150 16 1 A 4 . 151 36 1 A 3 4
152 12 0 A 3 . 153 28 1 A 3 . 154 48 0 A 3 42
155 -38 1 A 3 . 156 9 1 A 3 . 157 11 0 A 3 .
158 20 0 A 4 . 159 30 1 A 4 . 160 6 1 A 4 .
201 -15 0 B 3 . 202 -4 1 B 3 . 203 10 1 B 4 .
204 10 0 B 4 . 205 8 0 B 3 . 206 11 1 B 3 .
207 -52 1 B 4 . 208 12 1 B 3 . 209 20 0 B 3 .
210 46 1 B 4 . 211 32 0 B 4 44 212 10 1 B 3 .
213 42 0 B 3 . 214 31 1 B 4 20 215 4 1 B 4 .
216 -24 0 B 3 . 217 20 1 B 3 33 218 16 0 B 3 .
219 2 1 B 3 . 220 25 1 B 4 . 221 11 0 B 4 .
222 -52 0 B 4 . 223 20 1 B 4 . 224 9 1 B 3 .
225 22 1 B 3 . 226 23 1 B 3 . 227 11 0 B 3 .
228 13 1 B 3 . 229 -7 0 B 4 . 230 8 1 B 4 .
231 37 1 B 4 . 232 32 0 B 4 26 233 24 1 B 3 10
234 -52 1 B 4 . 235 20 0 B 4 . 236 34 0 B 4 .
237 27 1 B 3 . 301 10 1 C 3 . 302 -10 0 C 4 8
303 32 1 C 4 . 304 14 1 C 4 20 305 24 0 C 3 .
306 14 1 C 4 . 307 36 0 C 3 . 308 -52 0 C 3 .
309 7 1 C 3 . 310 6 0 C 4 . 311 5 1 C 3 .
312 9 1 C 3 . 313 12 1 C 4 . 314 21 0 C 3 .
315 10 1 C 3 . 316 26 0 C 4 36 317 -52 1 C 4 .
318 10 1 C 3 . 319 27 0 C 4 12 320 5 1 C 3 .
321 34 1 C 3 16 322 14 0 C 4 . 323 6 1 C 3 .
324 22 1 C 4 . 325 45 0 C 4 12 326 16 0 C 3 .
327 15 1 C 3 30 328 33 0 C 4 22 329 20 1 C 3 .
330 -52 1 C 3 30 331 5 0 C 4 . 332 10 1 C 3 .
333 16 0 C 3 . 334 -2 1 C 4 . 335 17 0 C 4 .
336 16 0 C 4 . 337 16 1 C 3 . 338 33 1 C 3 20
339 24 0 C 3 11 340 12 1 C 3 . 341 27 1 C 4 18
342 2 1 C 4 . 343 -6 0 C 4 . 344 -20 1 C 4 .
345 14 0 C 3 . 346 3 1 C 3 .
")
vitclear <- data.frame(scan(connection, na.strings=".",
list(PAT=0, RSPTIM=0, TRT=0, CENTER="", DENS=0, INFTIM=0)))
head(vitclear)
connection <- textConnection("
PAT RSPTIM CENS TRT DENS CENTER T1 T2 INFCTN
101 2 0 1 3 A 0 2 0
101 4 0 1 3 A 2 4 0
101 6 0 1 3 A 4 6 0
101 7 0 1 3 A 6 7 0
101 8 0 1 3 A 7 8 0
101 9 0 1 3 A 8 9 0
101 11 0 1 3 A 9 11 0
101 12 0 1 3 A 11 12 0
101 13 0 1 3 A 12 13 0
101 14 0 1 3 A 13 14 0
101 16 0 1 3 A 14 16 0
101 19 0 1 3 A 16 19 0
101 20 0 1 3 A 19 20 0
101 21 0 1 3 A 20 21 0
101 23 0 1 3 A 21 23 0
101 24 0 1 3 A 23 24 0
101 25 0 1 3 A 24 25 0
101 26 0 1 3 A 25 26 0
101 28 0 1 3 A 26 28 0
101 30 0 1 3 A 28 30 0
101 31 0 1 3 A 30 31 0
101 32 1 1 3 A 31 32 0
102 2 0 1 4 A 0 2 0
102 4 0 1 4 A 2 4 0
102 6 0 1 4 A 4 6 0
102 7 0 1 4 A 6 7 0
102 8 0 1 4 A 7 8 0
102 9 0 1 4 A 8 9 0
102 11 0 1 4 A 9 11 1
102 12 0 1 4 A 11 12 1
102 13 0 1 4 A 12 13 1
102 14 0 1 4 A 13 14 1
102 16 0 1 4 A 14 16 1
102 19 0 1 4 A 16 19 1
102 20 1 1 4 A 19 20 1
103 2 0 0 3 A 0 2 0
103 4 0 0 3 A 2 4 0
103 6 0 0 3 A 4 6 0
103 7 0 0 3 A 6 7 0
103 8 0 0 3 A 7 8 0
103 9 0 0 3 A 8 9 0
103 11 0 0 3 A 9 11 0
103 12 0 0 3 A 11 12 0
103 13 0 0 3 A 12 13 0
103 14 0 0 3 A 13 14 0
103 16 0 0 3 A 14 16 0
103 19 0 0 3 A 16 19 0
103 20 0 0 3 A 19 20 0
103 21 0 0 3 A 20 21 0
103 23 0 0 3 A 21 23 0
103 24 0 0 3 A 23 24 0
103 25 0 0 3 A 24 25 0
103 26 0 0 3 A 25 26 0
103 28 0 0 3 A 26 28 0
103 30 0 0 3 A 28 30 0
103 31 0 0 3 A 30 31 0
103 32 0 0 3 A 31 32 0
103 35 0 0 3 A 32 35 0
103 36 0 0 3 A 35 36 0
103 40 0 0 3 A 36 40 0
103 41 0 0 3 A 40 41 0
103 44 0 0 3 A 41 44 0
103 45 0 0 3 A 44 45 0
103 46 0 0 3 A 45 46 0
103 48 0 0 3 A 46 48 0
103 52 0 0 3 A 48 52 0
104 2 0 0 4 A 0 2 0
104 4 1 0 4 A 2 4 0
105 2 0 1 4 A 0 2 0
105 4 0 1 4 A 2 4 0
105 6 0 1 4 A 4 6 0
105 7 0 1 4 A 6 7 0
105 8 0 1 4 A 7 8 0
105 9 0 1 4 A 8 9 0
105 11 0 1 4 A 9 11 0
105 12 0 1 4 A 11 12 0
105 13 0 1 4 A 12 13 0
105 14 0 1 4 A 13 14 0
105 16 0 1 4 A 14 16 0
105 19 0 1 4 A 16 19 0
105 20 0 1 4 A 19 20 0
105 21 0 1 4 A 20 21 0
105 23 0 1 4 A 21 23 0
105 24 1 1 4 A 23 24 0
106 2 0 1 3 A 0 2 0
106 4 0 1 3 A 2 4 0
106 6 0 1 3 A 4 6 0
106 7 0 1 3 A 6 7 0
106 8 0 1 3 A 7 8 0
106 9 0 1 3 A 8 9 0
106 11 0 1 3 A 9 11 0
106 12 0 1 3 A 11 12 0
106 13 0 1 3 A 12 13 0
106 14 0 1 3 A 13 14 0
106 16 0 1 3 A 14 16 0
106 19 0 1 3 A 16 19 0
106 20 0 1 3 A 19 20 0
106 21 0 1 3 A 20 21 0
106 23 0 1 3 A 21 23 0
106 24 0 1 3 A 23 24 0
106 25 0 1 3 A 24 25 0
106 26 0 1 3 A 25 26 0
106 28 0 1 3 A 26 28 0
106 30 0 1 3 A 28 30 0
106 31 0 1 3 A 30 31 0
106 32 0 1 3 A 31 32 0
106 35 0 1 3 A 32 35 0
106 36 0 1 3 A 35 36 0
106 40 0 1 3 A 36 40 0
106 41 1 1 3 A 40 41 0
107 2 0 0 4 A 0 2 0
107 4 0 0 4 A 2 4 0
107 6 0 0 4 A 4 6 0
107 7 0 0 4 A 6 7 0
107 8 0 0 4 A 7 8 0
107 9 0 0 4 A 8 9 0
107 11 0 0 4 A 9 11 0
107 12 0 0 4 A 11 12 1
107 13 0 0 4 A 12 13 1
107 14 0 0 4 A 13 14 1
107 16 0 0 4 A 14 16 1
107 19 0 0 4 A 16 19 1
107 20 0 0 4 A 19 20 1
107 21 0 0 4 A 20 21 1
107 23 0 0 4 A 21 23 1
107 24 0 0 4 A 23 24 1
107 25 0 0 4 A 24 25 1
107 26 0 0 4 A 25 26 1
107 28 0 0 4 A 26 28 1
107 30 0 0 4 A 28 30 1
107 31 0 0 4 A 30 31 1
107 32 1 0 4 A 31 32 1
108 2 0 1 4 A 0 2 0
108 4 0 1 4 A 2 4 0
108 6 0 1 4 A 4 6 0
108 7 0 1 4 A 6 7 0
108 8 0 1 4 A 7 8 0
108 9 0 1 4 A 8 9 0
108 11 0 1 4 A 9 11 0
108 12 0 1 4 A 11 12 0
108 13 0 1 4 A 12 13 0
108 14 0 1 4 A 13 14 0
108 16 0 1 4 A 14 16 0
108 19 0 1 4 A 16 19 0
108 20 0 1 4 A 19 20 0
108 21 0 1 4 A 20 21 0
108 23 0 1 4 A 21 23 0
108 24 0 1 4 A 23 24 0
108 25 0 1 4 A 24 25 0
108 26 0 1 4 A 25 26 0
108 28 0 1 4 A 26 28 0
108 30 0 1 4 A 28 30 0
108 31 0 1 4 A 30 31 0
108 32 1 1 4 A 31 32 0
109 2 0 0 3 A 0 2 0
109 4 0 0 3 A 2 4 0
109 6 0 0 3 A 4 6 0
109 7 0 0 3 A 6 7 0
109 8 0 0 3 A 7 8 0
109 9 0 0 3 A 8 9 0
109 11 0 0 3 A 9 11 0
109 12 0 0 3 A 11 12 0
109 13 0 0 3 A 12 13 0
109 14 0 0 3 A 13 14 0
109 16 0 0 3 A 14 16 0
109 19 0 0 3 A 16 19 0
109 20 0 0 3 A 19 20 0
109 21 0 0 3 A 20 21 0
109 23 0 0 3 A 21 23 0
109 24 0 0 3 A 23 24 0
109 25 1 0 3 A 24 25 0
110 2 0 1 3 A 0 2 0
110 4 0 1 3 A 2 4 0
110 6 0 1 3 A 4 6 0
110 7 0 1 3 A 6 7 0
110 8 0 1 3 A 7 8 0
110 9 0 1 3 A 8 9 0
110 10 0 1 3 A 9 10 0
111 2 0 0 3 A 0 2 0
111 4 0 0 3 A 2 4 0
111 6 0 0 3 A 4 6 0
111 7 0 0 3 A 6 7 0
111 8 1 0 3 A 7 8 0
112 2 0 1 4 A 0 2 0
112 4 0 1 4 A 2 4 0
112 6 0 1 4 A 4 6 0
112 7 0 1 4 A 6 7 0
112 8 0 1 4 A 7 8 0
112 9 0 1 4 A 8 9 0
112 11 0 1 4 A 9 11 0
112 12 0 1 4 A 11 12 0
112 13 0 1 4 A 12 13 0
112 14 0 1 4 A 13 14 0
112 16 0 1 4 A 14 16 0
112 19 0 1 4 A 16 19 0
112 20 0 1 4 A 19 20 0
112 21 0 1 4 A 20 21 0
112 23 0 1 4 A 21 23 0
112 24 0 1 4 A 23 24 0
112 25 0 1 4 A 24 25 0
112 26 0 1 4 A 25 26 0
112 28 0 1 4 A 26 28 0
112 30 0 1 4 A 28 30 0
112 31 0 1 4 A 30 31 0
112 32 1 1 4 A 31 32 0
113 2 0 0 4 A 0 2 0
113 4 0 0 4 A 2 4 0
113 6 0 0 4 A 4 6 0
113 7 0 0 4 A 6 7 0
113 8 0 0 4 A 7 8 0
113 9 0 0 4 A 8 9 0
113 11 0 0 4 A 9 11 0
113 12 0 0 4 A 11 12 0
113 13 0 0 4 A 12 13 0
113 14 0 0 4 A 13 14 0
113 16 0 0 4 A 14 16 0
113 19 0 0 4 A 16 19 0
113 20 0 0 4 A 19 20 0
113 21 0 0 4 A 20 21 0
113 23 0 0 4 A 21 23 0
113 24 0 0 4 A 23 24 0
113 25 0 0 4 A 24 25 0
113 26 0 0 4 A 25 26 0
113 28 0 0 4 A 26 28 0
113 30 0 0 4 A 28 30 0
113 31 0 0 4 A 30 31 0
113 32 0 0 4 A 31 32 0
113 35 0 0 4 A 32 35 0
113 36 0 0 4 A 35 36 0
113 40 0 0 4 A 36 40 1
113 41 0 0 4 A 40 41 1
113 44 0 0 4 A 41 44 1
113 45 0 0 4 A 44 45 1
113 46 0 0 4 A 45 46 1
113 48 0 0 4 A 46 48 1
113 52 0 0 4 A 48 52 1
114 2 0 1 3 A 0 2 0
114 4 0 1 3 A 2 4 0
114 6 0 1 3 A 4 6 0
114 7 0 1 3 A 6 7 0
114 8 0 1 3 A 7 8 0
114 9 0 1 3 A 8 9 0
114 11 0 1 3 A 9 11 0
114 12 0 1 3 A 11 12 0
114 13 0 1 3 A 12 13 0
114 14 0 1 3 A 13 14 0
114 16 0 1 3 A 14 16 0
114 19 0 1 3 A 16 19 0
114 20 0 1 3 A 19 20 0
114 21 0 1 3 A 20 21 0
114 23 0 1 3 A 21 23 0
114 24 0 1 3 A 23 24 0
114 25 0 1 3 A 24 25 0
114 26 0 1 3 A 25 26 0
114 28 0 1 3 A 26 28 0
114 30 0 1 3 A 28 30 0
114 31 0 1 3 A 30 31 0
114 32 0 1 3 A 31 32 0
114 35 0 1 3 A 32 35 0
114 36 0 1 3 A 35 36 1
114 40 0 1 3 A 36 40 1
114 41 0 1 3 A 40 41 1
114 44 0 1 3 A 41 44 1
114 45 1 1 3 A 44 45 1
115 2 0 0 4 A 0 2 0
115 4 0 0 4 A 2 4 0
115 6 0 0 4 A 4 6 0
115 7 0 0 4 A 6 7 0
115 8 0 0 4 A 7 8 0
115 9 0 0 4 A 8 9 0
115 11 0 0 4 A 9 11 0
115 12 0 0 4 A 11 12 0
115 13 0 0 4 A 12 13 0
115 14 0 0 4 A 13 14 0
116 2 0 1 3 A 0 2 0
116 4 0 1 3 A 2 4 0
116 6 1 1 3 A 4 6 0
117 2 0 1 4 A 0 2 0
117 4 0 1 4 A 2 4 0
117 6 0 1 4 A 4 6 0
117 7 0 1 4 A 6 7 0
117 8 0 1 4 A 7 8 0
117 9 0 1 4 A 8 9 0
117 11 0 1 4 A 9 11 0
117 12 0 1 4 A 11 12 0
117 13 0 1 4 A 12 13 0
117 14 0 1 4 A 13 14 0
117 16 0 1 4 A 14 16 0
117 19 0 1 4 A 16 19 0
117 20 0 1 4 A 19 20 0
117 21 0 1 4 A 20 21 0
117 23 0 1 4 A 21 23 0
117 24 0 1 4 A 23 24 0
117 25 0 1 4 A 24 25 0
117 26 0 1 4 A 25 26 0
117 28 0 1 4 A 26 28 0
117 30 0 1 4 A 28 30 0
117 31 0 1 4 A 30 31 0
117 32 0 1 4 A 31 32 0
117 35 0 1 4 A 32 35 0
117 36 0 1 4 A 35 36 0
117 40 0 1 4 A 36 40 0
117 41 0 1 4 A 40 41 0
117 44 0 1 4 A 41 44 0
117 45 0 1 4 A 44 45 0
117 46 0 1 4 A 45 46 0
117 48 0 1 4 A 46 48 0
117 52 0 1 4 A 48 52 0
118 2 0 0 4 A 0 2 0
118 4 0 0 4 A 2 4 0
118 6 0 0 4 A 4 6 0
118 7 0 0 4 A 6 7 0
118 8 0 0 4 A 7 8 0
118 9 1 0 4 A 8 9 0
119 2 0 1 3 A 0 2 0
119 4 0 1 3 A 2 4 0
119 6 0 1 3 A 4 6 0
119 7 0 1 3 A 6 7 0
119 8 0 1 3 A 7 8 0
119 9 0 1 3 A 8 9 0
119 11 0 1 3 A 9 11 0
119 12 0 1 3 A 11 12 0
119 13 1 1 3 A 12 13 0
120 2 0 0 4 A 0 2 0
120 4 0 0 4 A 2 4 0
120 6 0 0 4 A 4 6 0
120 7 0 0 4 A 6 7 0
120 8 0 0 4 A 7 8 0
120 9 0 0 4 A 8 9 0
120 11 0 0 4 A 9 11 0
120 12 0 0 4 A 11 12 0
120 13 0 0 4 A 12 13 0
120 14 0 0 4 A 13 14 0
120 16 0 0 4 A 14 16 0
120 19 0 0 4 A 16 19 0
120 20 0 0 4 A 19 20 0
120 21 0 0 4 A 20 21 0
120 23 0 0 4 A 21 23 0
120 24 0 0 4 A 23 24 0
120 25 0 0 4 A 24 25 0
120 26 0 0 4 A 25 26 0
120 28 0 0 4 A 26 28 0
120 30 0 0 4 A 28 30 0
120 31 0 0 4 A 30 31 0
120 32 0 0 4 A 31 32 0
120 35 0 0 4 A 32 35 0
120 36 1 0 4 A 35 36 0
121 2 0 1 4 A 0 2 0
121 4 0 1 4 A 2 4 0
121 6 1 1 4 A 4 6 0
122 2 0 0 4 A 0 2 0
122 4 0 0 4 A 2 4 0
122 6 0 0 4 A 4 6 0
122 7 0 0 4 A 6 7 0
122 8 0 0 4 A 7 8 0
122 9 0 0 4 A 8 9 0
122 11 0 0 4 A 9 11 0
122 12 0 0 4 A 11 12 0
122 13 0 0 4 A 12 13 0
122 14 0 0 4 A 13 14 0
122 16 0 0 4 A 14 16 0
122 19 0 0 4 A 16 19 0
122 20 0 0 4 A 19 20 0
122 21 0 0 4 A 20 21 0
122 23 0 0 4 A 21 23 0
122 24 0 0 4 A 23 24 0
122 25 0 0 4 A 24 25 0
122 26 0 0 4 A 25 26 0
122 28 0 0 4 A 26 28 0
122 30 0 0 4 A 28 30 0
122 31 0 0 4 A 30 31 0
122 32 0 0 4 A 31 32 0
122 35 0 0 4 A 32 35 0
122 36 0 0 4 A 35 36 0
122 40 0 0 4 A 36 40 0
122 41 0 0 4 A 40 41 0
122 42 0 0 4 A 41 42 0
123 2 0 1 3 A 0 2 0
123 4 0 1 3 A 2 4 0
123 6 0 1 3 A 4 6 0
123 7 0 1 3 A 6 7 0
123 8 0 1 3 A 7 8 0
123 9 0 1 3 A 8 9 0
123 11 0 1 3 A 9 11 0
123 12 0 1 3 A 11 12 0
123 13 0 1 3 A 12 13 0
123 14 0 1 3 A 13 14 0
123 16 0 1 3 A 14 16 0
123 19 0 1 3 A 16 19 0
123 20 0 1 3 A 19 20 0
123 21 0 1 3 A 20 21 0
123 23 0 1 3 A 21 23 0
123 24 0 1 3 A 23 24 0
123 25 0 1 3 A 24 25 0
123 26 0 1 3 A 25 26 0
123 28 0 1 3 A 26 28 1
123 30 0 1 3 A 28 30 1
123 31 0 1 3 A 30 31 1
123 32 0 1 3 A 31 32 1
123 35 0 1 3 A 32 35 1
123 36 0 1 3 A 35 36 1
123 40 0 1 3 A 36 40 1
123 41 0 1 3 A 40 41 1
123 44 1 1 3 A 41 44 1
124 2 0 0 3 A 0 2 0
124 4 0 0 3 A 2 4 0
124 6 0 0 3 A 4 6 0
124 7 0 0 3 A 6 7 0
124 8 0 0 3 A 7 8 0
124 9 0 0 3 A 8 9 0
124 11 0 0 3 A 9 11 0
124 12 0 0 3 A 11 12 0
124 13 0 0 3 A 12 13 0
124 14 0 0 3 A 13 14 0
124 16 0 0 3 A 14 16 0
124 19 0 0 3 A 16 19 0
124 20 0 0 3 A 19 20 0
124 21 0 0 3 A 20 21 0
124 23 0 0 3 A 21 23 0
124 24 0 0 3 A 23 24 0
124 25 0 0 3 A 24 25 0
124 26 0 0 3 A 25 26 0
124 28 0 0 3 A 26 28 0
124 30 0 0 3 A 28 30 0
124 31 0 0 3 A 30 31 0
124 32 0 0 3 A 31 32 0
124 35 0 0 3 A 32 35 0
124 36 0 0 3 A 35 36 0
124 40 0 0 3 A 36 40 0
124 41 0 0 3 A 40 41 0
124 44 0 0 3 A 41 44 0
124 45 0 0 3 A 44 45 0
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124 48 0 0 3 A 46 48 0
124 52 0 0 3 A 48 52 0
125 2 0 1 4 A 0 2 0
125 4 0 1 4 A 2 4 0
125 6 0 1 4 A 4 6 0
125 7 0 1 4 A 6 7 0
125 8 0 1 4 A 7 8 0
125 9 0 1 4 A 8 9 0
125 11 0 1 4 A 9 11 0
125 12 0 1 4 A 11 12 0
125 13 0 1 4 A 12 13 0
125 14 0 1 4 A 13 14 0
125 16 0 1 4 A 14 16 0
125 19 0 1 4 A 16 19 0
125 20 0 1 4 A 19 20 0
125 21 0 1 4 A 20 21 0
125 23 1 1 4 A 21 23 0
126 2 0 1 3 A 0 2 0
126 4 0 1 3 A 2 4 0
126 6 0 1 3 A 4 6 0
126 7 0 1 3 A 6 7 0
126 8 0 1 3 A 7 8 0
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126 11 0 1 3 A 9 11 0
126 12 0 1 3 A 11 12 0
126 13 0 1 3 A 12 13 0
126 14 0 1 3 A 13 14 0
126 16 0 1 3 A 14 16 0
126 19 0 1 3 A 16 19 0
126 20 0 1 3 A 19 20 0
126 21 0 1 3 A 20 21 0
126 23 0 1 3 A 21 23 0
126 24 0 1 3 A 23 24 0
126 25 0 1 3 A 24 25 0
126 26 0 1 3 A 25 26 0
126 28 0 1 3 A 26 28 0
126 30 1 1 3 A 28 30 0
127 2 0 0 3 A 0 2 0
127 4 0 0 3 A 2 4 0
127 6 0 0 3 A 4 6 0
127 7 0 0 3 A 6 7 0
127 8 0 0 3 A 7 8 0
127 9 0 0 3 A 8 9 0
127 11 0 0 3 A 9 11 0
127 12 0 0 3 A 11 12 0
127 13 0 0 3 A 12 13 0
127 14 0 0 3 A 13 14 0
127 16 1 0 3 A 14 16 0
128 2 1 1 3 A 0 2 0
129 2 0 0 3 A 0 2 0
129 4 0 0 3 A 2 4 0
129 6 0 0 3 A 4 6 1
129 7 0 0 3 A 6 7 1
129 8 0 0 3 A 7 8 1
129 9 0 0 3 A 8 9 1
129 11 0 0 3 A 9 11 1
129 12 0 0 3 A 11 12 1
129 13 0 0 3 A 12 13 1
129 14 0 0 3 A 13 14 1
129 16 0 0 3 A 14 16 1
129 19 0 0 3 A 16 19 1
129 20 0 0 3 A 19 20 1
129 21 1 0 3 A 20 21 1
130 2 0 1 4 A 0 2 0
130 4 0 1 4 A 2 4 0
130 6 0 1 4 A 4 6 0
130 7 0 1 4 A 6 7 0
130 8 0 1 4 A 7 8 0
130 9 0 1 4 A 8 9 0
130 11 0 1 4 A 9 11 0
130 12 0 1 4 A 11 12 0
130 13 0 1 4 A 12 13 0
130 14 0 1 4 A 13 14 0
130 16 0 1 4 A 14 16 0
130 19 0 1 4 A 16 19 0
130 20 0 1 4 A 19 20 0
130 21 0 1 4 A 20 21 0
130 23 0 1 4 A 21 23 0
130 24 0 1 4 A 23 24 0
130 25 0 1 4 A 24 25 0
130 26 1 1 4 A 25 26 0
131 2 0 0 3 A 0 2 0
131 4 0 0 3 A 2 4 0
131 6 0 0 3 A 4 6 0
131 7 0 0 3 A 6 7 0
131 8 1 0 3 A 7 8 0
132 2 0 1 4 A 0 2 0
132 4 0 1 4 A 2 4 0
132 6 0 1 4 A 4 6 0
132 7 0 1 4 A 6 7 0
132 8 0 1 4 A 7 8 0
132 9 0 1 4 A 8 9 0
132 11 0 1 4 A 9 11 0
132 12 0 1 4 A 11 12 0
132 13 0 1 4 A 12 13 0
132 14 0 1 4 A 13 14 0
132 16 0 1 4 A 14 16 0
132 19 0 1 4 A 16 19 1
132 20 0 1 4 A 19 20 1
132 21 0 1 4 A 20 21 1
132 23 0 1 4 A 21 23 1
132 24 0 1 4 A 23 24 1
132 25 0 1 4 A 24 25 1
132 26 0 1 4 A 25 26 1
132 28 0 1 4 A 26 28 1
132 30 0 1 4 A 28 30 1
132 31 0 1 4 A 30 31 1
132 32 0 1 4 A 31 32 1
132 35 0 1 4 A 32 35 1
132 36 0 1 4 A 35 36 1
132 40 0 1 4 A 36 40 1
132 41 0 1 4 A 40 41 1
132 44 0 1 4 A 41 44 1
132 45 0 1 4 A 44 45 1
132 46 1 1 4 A 45 46 1
133 2 0 1 4 A 0 2 0
133 4 0 1 4 A 2 4 0
133 6 0 1 4 A 4 6 0
133 7 0 1 4 A 6 7 0
133 8 0 1 4 A 7 8 0
133 9 0 1 4 A 8 9 0
133 11 0 1 4 A 9 11 0
133 12 0 1 4 A 11 12 0
133 13 0 1 4 A 12 13 0
133 14 0 1 4 A 13 14 0
133 16 0 1 4 A 14 16 0
133 19 0 1 4 A 16 19 0
133 20 0 1 4 A 19 20 0
133 21 1 1 4 A 20 21 0
134 2 0 1 3 A 0 2 0
134 4 0 1 3 A 2 4 0
134 6 0 1 3 A 4 6 0
134 7 0 1 3 A 6 7 0
134 8 0 1 3 A 7 8 0
134 9 0 1 3 A 8 9 0
134 11 0 1 3 A 9 11 0
134 12 0 1 3 A 11 12 0
134 13 0 1 3 A 12 13 0
134 14 1 1 3 A 13 14 0
135 2 0 0 3 A 0 2 0
135 4 0 0 3 A 2 4 0
135 6 0 0 3 A 4 6 0
135 7 0 0 3 A 6 7 0
135 8 0 0 3 A 7 8 0
135 9 0 0 3 A 8 9 0
135 11 0 0 3 A 9 11 0
135 12 0 0 3 A 11 12 0
135 13 0 0 3 A 12 13 0
135 14 0 0 3 A 13 14 0
135 16 0 0 3 A 14 16 0
135 19 0 0 3 A 16 19 0
135 20 0 0 3 A 19 20 0
135 21 0 0 3 A 20 21 0
135 23 0 0 3 A 21 23 0
135 24 0 0 3 A 23 24 0
135 25 0 0 3 A 24 25 0
135 26 0 0 3 A 25 26 0
135 28 0 0 3 A 26 28 0
135 30 0 0 3 A 28 30 0
135 31 0 0 3 A 30 31 0
135 32 0 0 3 A 31 32 0
135 35 0 0 3 A 32 35 0
135 36 0 0 3 A 35 36 0
135 40 0 0 3 A 36 40 0
135 41 0 0 3 A 40 41 0
135 44 0 0 3 A 41 44 0
135 45 0 0 3 A 44 45 0
135 46 0 0 3 A 45 46 0
135 48 0 0 3 A 46 48 0
135 52 0 0 3 A 48 52 0
136 2 0 1 3 A 0 2 0
136 4 0 1 3 A 2 4 0
136 6 0 1 3 A 4 6 0
136 7 0 1 3 A 6 7 0
136 8 0 1 3 A 7 8 0
136 9 0 1 3 A 8 9 0
136 11 0 1 3 A 9 11 0
136 12 0 1 3 A 11 12 0
136 13 0 1 3 A 12 13 0
136 14 0 1 3 A 13 14 0
136 16 0 1 3 A 14 16 0
136 19 0 1 3 A 16 19 0
136 20 0 1 3 A 19 20 0
136 21 0 1 3 A 20 21 0
136 23 0 1 3 A 21 23 0
136 24 0 1 3 A 23 24 0
137 2 0 0 3 A 0 2 0
137 4 0 0 3 A 2 4 0
137 6 0 0 3 A 4 6 0
137 7 0 0 3 A 6 7 0
137 8 0 0 3 A 7 8 0
137 9 0 0 3 A 8 9 0
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235 16 0 0 4 B 13 16 0
235 20 1 0 4 B 16 20 0
236 2 0 0 4 B 0 2 0
236 4 0 0 4 B 2 4 0
236 8 0 0 4 B 4 8 0
236 9 0 0 4 B 8 9 0
236 10 0 0 4 B 9 10 0
236 11 0 0 4 B 10 11 0
236 12 0 0 4 B 11 12 0
236 13 0 0 4 B 12 13 0
236 16 0 0 4 B 13 16 0
236 20 0 0 4 B 16 20 0
236 22 0 0 4 B 20 22 0
236 23 0 0 4 B 22 23 0
236 24 0 0 4 B 23 24 0
236 25 0 0 4 B 24 25 0
236 27 0 0 4 B 25 27 0
236 31 0 0 4 B 27 31 0
236 32 0 0 4 B 31 32 0
236 34 1 0 4 B 32 34 0
237 2 0 1 3 B 0 2 0
237 4 0 1 3 B 2 4 0
237 8 0 1 3 B 4 8 0
237 9 0 1 3 B 8 9 0
237 10 0 1 3 B 9 10 0
237 11 0 1 3 B 10 11 0
237 12 0 1 3 B 11 12 0
237 13 0 1 3 B 12 13 0
237 16 0 1 3 B 13 16 0
237 20 0 1 3 B 16 20 0
237 22 0 1 3 B 20 22 0
237 23 0 1 3 B 22 23 0
237 24 0 1 3 B 23 24 0
237 25 0 1 3 B 24 25 0
237 27 1 1 3 B 25 27 0
301 2 0 1 3 C 0 2 0
301 3 0 1 3 C 2 3 0
301 5 0 1 3 C 3 5 0
301 6 0 1 3 C 5 6 0
301 7 0 1 3 C 6 7 0
301 9 0 1 3 C 7 9 0
301 10 1 1 3 C 9 10 0
302 2 0 0 4 C 0 2 0
302 3 0 0 4 C 2 3 0
302 5 0 0 4 C 3 5 0
302 6 0 0 4 C 5 6 0
302 7 0 0 4 C 6 7 0
302 9 0 0 4 C 7 9 1
302 10 0 0 4 C 9 10 1
303 2 0 1 4 C 0 2 0
303 3 0 1 4 C 2 3 0
303 5 0 1 4 C 3 5 0
303 6 0 1 4 C 5 6 0
303 7 0 1 4 C 6 7 0
303 9 0 1 4 C 7 9 0
303 10 0 1 4 C 9 10 0
303 12 0 1 4 C 10 12 0
303 14 0 1 4 C 12 14 0
303 15 0 1 4 C 14 15 0
303 16 0 1 4 C 15 16 0
303 17 0 1 4 C 16 17 0
303 20 0 1 4 C 17 20 0
303 21 0 1 4 C 20 21 0
303 22 0 1 4 C 21 22 0
303 24 0 1 4 C 22 24 0
303 26 0 1 4 C 24 26 0
303 27 0 1 4 C 26 27 0
303 32 1 1 4 C 27 32 0
304 2 0 1 4 C 0 2 0
304 3 0 1 4 C 2 3 0
304 5 0 1 4 C 3 5 0
304 6 0 1 4 C 5 6 0
304 7 0 1 4 C 6 7 0
304 9 0 1 4 C 7 9 0
304 10 0 1 4 C 9 10 0
304 12 0 1 4 C 10 12 0
304 14 1 1 4 C 12 14 0
305 2 0 0 3 C 0 2 0
305 3 0 0 3 C 2 3 0
305 5 0 0 3 C 3 5 0
305 6 0 0 3 C 5 6 0
305 7 0 0 3 C 6 7 0
305 9 0 0 3 C 7 9 0
305 10 0 0 3 C 9 10 0
305 12 0 0 3 C 10 12 0
305 14 0 0 3 C 12 14 0
305 15 0 0 3 C 14 15 0
305 16 0 0 3 C 15 16 0
305 17 0 0 3 C 16 17 0
305 20 0 0 3 C 17 20 0
305 21 0 0 3 C 20 21 0
305 22 0 0 3 C 21 22 0
305 24 1 0 3 C 22 24 0
306 2 0 1 4 C 0 2 0
306 3 0 1 4 C 2 3 0
306 5 0 1 4 C 3 5 0
306 6 0 1 4 C 5 6 0
306 7 0 1 4 C 6 7 0
306 9 0 1 4 C 7 9 0
306 10 0 1 4 C 9 10 0
306 12 0 1 4 C 10 12 0
306 14 1 1 4 C 12 14 0
307 2 0 0 3 C 0 2 0
307 3 0 0 3 C 2 3 0
307 5 0 0 3 C 3 5 0
307 6 0 0 3 C 5 6 0
307 7 0 0 3 C 6 7 0
307 9 0 0 3 C 7 9 0
307 10 0 0 3 C 9 10 0
307 12 0 0 3 C 10 12 0
307 14 0 0 3 C 12 14 0
307 15 0 0 3 C 14 15 0
307 16 0 0 3 C 15 16 0
307 17 0 0 3 C 16 17 0
307 20 0 0 3 C 17 20 0
307 21 0 0 3 C 20 21 0
307 22 0 0 3 C 21 22 0
307 24 0 0 3 C 22 24 0
307 26 0 0 3 C 24 26 0
307 27 0 0 3 C 26 27 0
307 32 0 0 3 C 27 32 0
307 33 0 0 3 C 32 33 0
307 34 0 0 3 C 33 34 0
307 36 1 0 3 C 34 36 0
308 2 0 0 3 C 0 2 0
308 3 0 0 3 C 2 3 0
308 5 0 0 3 C 3 5 0
308 6 0 0 3 C 5 6 0
308 7 0 0 3 C 6 7 0
308 9 0 0 3 C 7 9 0
308 10 0 0 3 C 9 10 0
308 12 0 0 3 C 10 12 0
308 14 0 0 3 C 12 14 0
308 15 0 0 3 C 14 15 0
308 16 0 0 3 C 15 16 0
308 17 0 0 3 C 16 17 0
308 20 0 0 3 C 17 20 0
308 21 0 0 3 C 20 21 0
308 22 0 0 3 C 21 22 0
308 24 0 0 3 C 22 24 0
308 26 0 0 3 C 24 26 0
308 27 0 0 3 C 26 27 0
308 32 0 0 3 C 27 32 0
308 33 0 0 3 C 32 33 0
308 34 0 0 3 C 33 34 0
308 36 0 0 3 C 34 36 0
308 45 0 0 3 C 36 45 0
308 52 0 0 3 C 45 52 0
309 2 0 1 3 C 0 2 0
309 3 0 1 3 C 2 3 0
309 5 0 1 3 C 3 5 0
309 6 0 1 3 C 5 6 0
309 7 1 1 3 C 6 7 0
310 2 0 0 4 C 0 2 0
310 3 0 0 4 C 2 3 0
310 5 0 0 4 C 3 5 0
310 6 1 0 4 C 5 6 0
311 2 0 1 3 C 0 2 0
311 3 0 1 3 C 2 3 0
311 5 1 1 3 C 3 5 0
312 2 0 1 3 C 0 2 0
312 3 0 1 3 C 2 3 0
312 5 0 1 3 C 3 5 0
312 6 0 1 3 C 5 6 0
312 7 0 1 3 C 6 7 0
312 9 1 1 3 C 7 9 0
313 2 0 1 4 C 0 2 0
313 3 0 1 4 C 2 3 0
313 5 0 1 4 C 3 5 0
313 6 0 1 4 C 5 6 0
313 7 0 1 4 C 6 7 0
313 9 0 1 4 C 7 9 0
313 10 0 1 4 C 9 10 0
313 12 1 1 4 C 10 12 0
314 2 0 0 3 C 0 2 0
314 3 0 0 3 C 2 3 0
314 5 0 0 3 C 3 5 0
314 6 0 0 3 C 5 6 0
314 7 0 0 3 C 6 7 0
314 9 0 0 3 C 7 9 0
314 10 0 0 3 C 9 10 0
314 12 0 0 3 C 10 12 0
314 14 0 0 3 C 12 14 0
314 15 0 0 3 C 14 15 0
314 16 0 0 3 C 15 16 0
314 17 0 0 3 C 16 17 0
314 20 0 0 3 C 17 20 0
314 21 1 0 3 C 20 21 0
315 2 0 1 3 C 0 2 0
315 3 0 1 3 C 2 3 0
315 5 0 1 3 C 3 5 0
315 6 0 1 3 C 5 6 0
315 7 0 1 3 C 6 7 0
315 9 0 1 3 C 7 9 0
315 10 1 1 3 C 9 10 0
316 2 0 0 4 C 0 2 0
316 3 0 0 4 C 2 3 0
316 5 0 0 4 C 3 5 0
316 6 0 0 4 C 5 6 0
316 7 0 0 4 C 6 7 0
316 9 0 0 4 C 7 9 0
316 10 0 0 4 C 9 10 0
316 12 0 0 4 C 10 12 0
316 14 0 0 4 C 12 14 0
316 15 0 0 4 C 14 15 0
316 16 0 0 4 C 15 16 0
316 17 0 0 4 C 16 17 0
316 20 0 0 4 C 17 20 0
316 21 0 0 4 C 20 21 0
316 22 0 0 4 C 21 22 0
316 24 0 0 4 C 22 24 0
316 26 1 0 4 C 24 26 0
317 2 0 1 4 C 0 2 0
317 3 0 1 4 C 2 3 0
317 5 0 1 4 C 3 5 0
317 6 0 1 4 C 5 6 0
317 7 0 1 4 C 6 7 0
317 9 0 1 4 C 7 9 0
317 10 0 1 4 C 9 10 0
317 12 0 1 4 C 10 12 0
317 14 0 1 4 C 12 14 0
317 15 0 1 4 C 14 15 0
317 16 0 1 4 C 15 16 0
317 17 0 1 4 C 16 17 0
317 20 0 1 4 C 17 20 0
317 21 0 1 4 C 20 21 0
317 22 0 1 4 C 21 22 0
317 24 0 1 4 C 22 24 0
317 26 0 1 4 C 24 26 0
317 27 0 1 4 C 26 27 0
317 32 0 1 4 C 27 32 0
317 33 0 1 4 C 32 33 0
317 34 0 1 4 C 33 34 0
317 36 0 1 4 C 34 36 0
317 45 0 1 4 C 36 45 0
317 52 0 1 4 C 45 52 0
318 2 0 1 3 C 0 2 0
318 3 0 1 3 C 2 3 0
318 5 0 1 3 C 3 5 0
318 6 0 1 3 C 5 6 0
318 7 0 1 3 C 6 7 0
318 9 0 1 3 C 7 9 0
318 10 1 1 3 C 9 10 0
319 2 0 0 4 C 0 2 0
319 3 0 0 4 C 2 3 0
319 5 0 0 4 C 3 5 0
319 6 0 0 4 C 5 6 0
319 7 0 0 4 C 6 7 0
319 9 0 0 4 C 7 9 0
319 10 0 0 4 C 9 10 0
319 12 0 0 4 C 10 12 1
319 14 0 0 4 C 12 14 1
319 15 0 0 4 C 14 15 1
319 16 0 0 4 C 15 16 1
319 17 0 0 4 C 16 17 1
319 20 0 0 4 C 17 20 1
319 21 0 0 4 C 20 21 1
319 22 0 0 4 C 21 22 1
319 24 0 0 4 C 22 24 1
319 26 0 0 4 C 24 26 1
319 27 1 0 4 C 26 27 1
320 2 0 1 3 C 0 2 0
320 3 0 1 3 C 2 3 0
320 5 1 1 3 C 3 5 0
321 2 0 1 3 C 0 2 0
321 3 0 1 3 C 2 3 0
321 5 0 1 3 C 3 5 0
321 6 0 1 3 C 5 6 0
321 7 0 1 3 C 6 7 0
321 9 0 1 3 C 7 9 0
321 10 0 1 3 C 9 10 0
321 12 0 1 3 C 10 12 0
321 14 0 1 3 C 12 14 0
321 15 0 1 3 C 14 15 0
321 16 0 1 3 C 15 16 1
321 17 0 1 3 C 16 17 1
321 20 0 1 3 C 17 20 1
321 21 0 1 3 C 20 21 1
321 22 0 1 3 C 21 22 1
321 24 0 1 3 C 22 24 1
321 26 0 1 3 C 24 26 1
321 27 0 1 3 C 26 27 1
321 32 0 1 3 C 27 32 1
321 33 0 1 3 C 32 33 1
321 34 1 1 3 C 33 34 1
322 2 0 0 4 C 0 2 0
322 3 0 0 4 C 2 3 0
322 5 0 0 4 C 3 5 0
322 6 0 0 4 C 5 6 0
322 7 0 0 4 C 6 7 0
322 9 0 0 4 C 7 9 0
322 10 0 0 4 C 9 10 0
322 12 0 0 4 C 10 12 0
322 14 1 0 4 C 12 14 0
323 2 0 1 3 C 0 2 0
323 3 0 1 3 C 2 3 0
323 5 0 1 3 C 3 5 0
323 6 1 1 3 C 5 6 0
324 2 0 1 4 C 0 2 0
324 3 0 1 4 C 2 3 0
324 5 0 1 4 C 3 5 0
324 6 0 1 4 C 5 6 0
324 7 0 1 4 C 6 7 0
324 9 0 1 4 C 7 9 0
324 10 0 1 4 C 9 10 0
324 12 0 1 4 C 10 12 0
324 14 0 1 4 C 12 14 0
324 15 0 1 4 C 14 15 0
324 16 0 1 4 C 15 16 0
324 17 0 1 4 C 16 17 0
324 20 0 1 4 C 17 20 0
324 21 0 1 4 C 20 21 0
324 22 1 1 4 C 21 22 0
325 2 0 0 4 C 0 2 0
325 3 0 0 4 C 2 3 0
325 5 0 0 4 C 3 5 0
325 6 0 0 4 C 5 6 0
325 7 0 0 4 C 6 7 0
325 9 0 0 4 C 7 9 0
325 10 0 0 4 C 9 10 0
325 12 0 0 4 C 10 12 1
325 14 0 0 4 C 12 14 1
325 15 0 0 4 C 14 15 1
325 16 0 0 4 C 15 16 1
325 17 0 0 4 C 16 17 1
325 20 0 0 4 C 17 20 1
325 21 0 0 4 C 20 21 1
325 22 0 0 4 C 21 22 1
325 24 0 0 4 C 22 24 1
325 26 0 0 4 C 24 26 1
325 27 0 0 4 C 26 27 1
325 32 0 0 4 C 27 32 1
325 33 0 0 4 C 32 33 1
325 34 0 0 4 C 33 34 1
325 36 0 0 4 C 34 36 1
325 45 1 0 4 C 36 45 1
326 2 0 0 3 C 0 2 0
326 3 0 0 3 C 2 3 0
326 5 0 0 3 C 3 5 0
326 6 0 0 3 C 5 6 0
326 7 0 0 3 C 6 7 0
326 9 0 0 3 C 7 9 0
326 10 0 0 3 C 9 10 0
326 12 0 0 3 C 10 12 0
326 14 0 0 3 C 12 14 0
326 15 0 0 3 C 14 15 0
326 16 1 0 3 C 15 16 0
327 2 0 1 3 C 0 2 0
327 3 0 1 3 C 2 3 0
327 5 0 1 3 C 3 5 0
327 6 0 1 3 C 5 6 0
327 7 0 1 3 C 6 7 0
327 9 0 1 3 C 7 9 0
327 10 0 1 3 C 9 10 0
327 12 0 1 3 C 10 12 0
327 14 0 1 3 C 12 14 0
327 15 1 1 3 C 14 15 0
328 2 0 0 4 C 0 2 0
328 3 0 0 4 C 2 3 0
328 5 0 0 4 C 3 5 0
328 6 0 0 4 C 5 6 0
328 7 0 0 4 C 6 7 0
328 9 0 0 4 C 7 9 0
328 10 0 0 4 C 9 10 0
328 12 0 0 4 C 10 12 0
328 14 0 0 4 C 12 14 0
328 15 0 0 4 C 14 15 0
328 16 0 0 4 C 15 16 0
328 17 0 0 4 C 16 17 0
328 20 0 0 4 C 17 20 0
328 21 0 0 4 C 20 21 0
328 22 0 0 4 C 21 22 1
328 24 0 0 4 C 22 24 1
328 26 0 0 4 C 24 26 1
328 27 0 0 4 C 26 27 1
328 32 0 0 4 C 27 32 1
328 33 1 0 4 C 32 33 1
329 2 0 1 3 C 0 2 0
329 3 0 1 3 C 2 3 0
329 5 0 1 3 C 3 5 0
329 6 0 1 3 C 5 6 0
329 7 0 1 3 C 6 7 0
329 9 0 1 3 C 7 9 0
329 10 0 1 3 C 9 10 0
329 12 0 1 3 C 10 12 0
329 14 0 1 3 C 12 14 0
329 15 0 1 3 C 14 15 0
329 16 0 1 3 C 15 16 0
329 17 0 1 3 C 16 17 0
329 20 1 1 3 C 17 20 0
330 2 0 1 3 C 0 2 0
330 3 0 1 3 C 2 3 0
330 5 0 1 3 C 3 5 0
330 6 0 1 3 C 5 6 0
330 7 0 1 3 C 6 7 0
330 9 0 1 3 C 7 9 0
330 10 0 1 3 C 9 10 0
330 12 0 1 3 C 10 12 0
330 14 0 1 3 C 12 14 0
330 15 0 1 3 C 14 15 0
330 16 0 1 3 C 15 16 0
330 17 0 1 3 C 16 17 0
330 20 0 1 3 C 17 20 0
330 21 0 1 3 C 20 21 0
330 22 0 1 3 C 21 22 0
330 24 0 1 3 C 22 24 0
330 26 0 1 3 C 24 26 0
330 27 0 1 3 C 26 27 0
330 32 0 1 3 C 27 32 1
330 33 0 1 3 C 32 33 1
330 34 0 1 3 C 33 34 1
330 36 0 1 3 C 34 36 1
330 45 0 1 3 C 36 45 1
330 52 0 1 3 C 45 52 1
331 2 0 0 4 C 0 2 0
331 3 0 0 4 C 2 3 0
331 5 1 0 4 C 3 5 0
332 2 0 1 3 C 0 2 0
332 3 0 1 3 C 2 3 0
332 5 0 1 3 C 3 5 0
332 6 0 1 3 C 5 6 0
332 7 0 1 3 C 6 7 0
332 9 0 1 3 C 7 9 0
332 10 1 1 3 C 9 10 0
333 2 0 0 3 C 0 2 0
333 3 0 0 3 C 2 3 0
333 5 0 0 3 C 3 5 0
333 6 0 0 3 C 5 6 0
333 7 0 0 3 C 6 7 0
333 9 0 0 3 C 7 9 0
333 10 0 0 3 C 9 10 0
333 12 0 0 3 C 10 12 0
333 14 0 0 3 C 12 14 0
333 15 0 0 3 C 14 15 0
333 16 1 0 3 C 15 16 0
334 2 0 1 4 C 0 2 0
335 2 0 0 4 C 0 2 0
335 3 0 0 4 C 2 3 0
335 5 0 0 4 C 3 5 0
335 6 0 0 4 C 5 6 0
335 7 0 0 4 C 6 7 0
335 9 0 0 4 C 7 9 0
335 10 0 0 4 C 9 10 0
335 12 0 0 4 C 10 12 0
335 14 0 0 4 C 12 14 0
335 15 0 0 4 C 14 15 0
335 16 0 0 4 C 15 16 0
335 17 1 0 4 C 16 17 0
336 2 0 0 4 C 0 2 0
336 3 0 0 4 C 2 3 0
336 5 0 0 4 C 3 5 0
336 6 0 0 4 C 5 6 0
336 7 0 0 4 C 6 7 0
336 9 0 0 4 C 7 9 0
336 10 0 0 4 C 9 10 0
336 12 0 0 4 C 10 12 0
336 14 0 0 4 C 12 14 0
336 15 0 0 4 C 14 15 0
336 16 1 0 4 C 15 16 0
337 2 0 1 3 C 0 2 0
337 3 0 1 3 C 2 3 0
337 5 0 1 3 C 3 5 0
337 6 0 1 3 C 5 6 0
337 7 0 1 3 C 6 7 0
337 9 0 1 3 C 7 9 0
337 10 0 1 3 C 9 10 0
337 12 0 1 3 C 10 12 0
337 14 0 1 3 C 12 14 0
337 15 0 1 3 C 14 15 0
337 16 1 1 3 C 15 16 0
338 2 0 1 3 C 0 2 0
338 3 0 1 3 C 2 3 0
338 5 0 1 3 C 3 5 0
338 6 0 1 3 C 5 6 0
338 7 0 1 3 C 6 7 0
338 9 0 1 3 C 7 9 0
338 10 0 1 3 C 9 10 0
338 12 0 1 3 C 10 12 0
338 14 0 1 3 C 12 14 0
338 15 0 1 3 C 14 15 0
338 16 0 1 3 C 15 16 0
338 17 0 1 3 C 16 17 0
338 20 0 1 3 C 17 20 1
338 21 0 1 3 C 20 21 1
338 22 0 1 3 C 21 22 1
338 24 0 1 3 C 22 24 1
338 26 0 1 3 C 24 26 1
338 27 0 1 3 C 26 27 1
338 32 0 1 3 C 27 32 1
338 33 1 1 3 C 32 33 1
339 2 0 0 3 C 0 2 0
339 3 0 0 3 C 2 3 0
339 5 0 0 3 C 3 5 0
339 6 0 0 3 C 5 6 0
339 7 0 0 3 C 6 7 0
339 9 0 0 3 C 7 9 0
339 10 0 0 3 C 9 10 0
339 12 0 0 3 C 10 12 1
339 14 0 0 3 C 12 14 1
339 15 0 0 3 C 14 15 1
339 16 0 0 3 C 15 16 1
339 17 0 0 3 C 16 17 1
339 20 0 0 3 C 17 20 1
339 21 0 0 3 C 20 21 1
339 22 0 0 3 C 21 22 1
339 24 1 0 3 C 22 24 1
340 2 0 1 3 C 0 2 0
340 3 0 1 3 C 2 3 0
340 5 0 1 3 C 3 5 0
340 6 0 1 3 C 5 6 0
340 7 0 1 3 C 6 7 0
340 9 0 1 3 C 7 9 0
340 10 0 1 3 C 9 10 0
340 12 1 1 3 C 10 12 0
341 2 0 1 4 C 0 2 0
341 3 0 1 4 C 2 3 0
341 5 0 1 4 C 3 5 0
341 6 0 1 4 C 5 6 0
341 7 0 1 4 C 6 7 0
341 9 0 1 4 C 7 9 0
341 10 0 1 4 C 9 10 0
341 12 0 1 4 C 10 12 0
341 14 0 1 4 C 12 14 0
341 15 0 1 4 C 14 15 0
341 16 0 1 4 C 15 16 0
341 17 0 1 4 C 16 17 0
341 20 0 1 4 C 17 20 1
341 21 0 1 4 C 20 21 1
341 22 0 1 4 C 21 22 1
341 24 0 1 4 C 22 24 1
341 26 0 1 4 C 24 26 1
341 27 1 1 4 C 26 27 1
342 2 1 1 4 C 0 2 0
343 2 0 0 4 C 0 2 0
343 3 0 0 4 C 2 3 0
343 5 0 0 4 C 3 5 0
343 6 0 0 4 C 5 6 0
344 2 0 1 4 C 0 2 0
344 3 0 1 4 C 2 3 0
344 5 0 1 4 C 3 5 0
344 6 0 1 4 C 5 6 0
344 7 0 1 4 C 6 7 0
344 9 0 1 4 C 7 9 0
344 10 0 1 4 C 9 10 0
344 12 0 1 4 C 10 12 0
344 14 0 1 4 C 12 14 0
344 15 0 1 4 C 14 15 0
344 16 0 1 4 C 15 16 0
344 17 0 1 4 C 16 17 0
344 20 0 1 4 C 17 20 0
345 2 0 0 3 C 0 2 0
345 3 0 0 3 C 2 3 0
345 5 0 0 3 C 3 5 0
345 6 0 0 3 C 5 6 0
345 7 0 0 3 C 6 7 0
345 9 0 0 3 C 7 9 0
345 10 0 0 3 C 9 10 0
345 12 0 0 3 C 10 12 0
345 14 1 0 3 C 12 14 0
346 2 0 1 3 C 0 2 0
346 3 1 1 3 C 2 3 0
")
vitclear2 <- read.table(connection, header=TRUE)
head(vitclear2)
library("survival")
model <- coxph(Surv(t1, t2, cens) ~
TRT + DENS + INFCTN + strata(CENTER), data=vitclear2, method="breslow")
summary(model)
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