data/cd4.R
In JohnHendrickx/Perturb: Tools for Evaluating Collinearity
#From Chapter 8 of "Applied Longitudinal Analysis"
#by Garrett Fitzmaurice, Nan Laird & James Ware
#http://biosun1.harvard.edu/~fitzmaur/ala/
#See example on pages 224-230
#week='Time since baseline (weeks)'
#week_16='Time since week 16 (weeks)'
#trt='Treatment (triple versus dual therapy'
#1='Triple therapy'
#0='Dual therapy'
# John Hendrickx, 24NOV2016
cd4 <- read.table(text="
1 2 36.4271 1 0.0000 3.13549421590
1 2 36.4271 1 7.5714 3.04452243770
1 2 36.4271 1 15.5714 2.77258872220
1 2 36.4271 1 23.5714 2.83321334410
1 2 36.4271 1 32.5714 3.21887582490
1 2 36.4271 1 40.0000 3.04452243770
2 4 47.8467 1 0.0000 3.06805293510
2 4 47.8467 1 8.0000 3.89182029810
2 4 47.8467 1 16.0000 3.97029191360
2 4 47.8467 1 23.0000 3.61091791260
2 4 47.8467 1 30.7143 3.33220451020
2 4 47.8467 1 39.0000 3.09104245340
3 1 60.2875 1 0.0000 3.73766961830
4 3 36.5969 1 0.0000 4.11903717480
4 3 36.5969 1 7.1429 4.11087386420
4 3 36.5969 1 16.1429 4.70953020130
4 3 36.5969 1 32.4286 2.83321334410
5 1 35.9480 1 0.0000 3.58351893850
5 1 35.9480 1 8.0000 3.43398720450
5 1 35.9480 1 16.0000 3.43398720450
5 1 35.9480 1 24.0000 3.71357206670
5 1 35.9480 1 32.0000 3.04452243770
5 1 35.9480 1 40.0000 2.39789527280
6 2 38.3956 1 0.0000 2.39789527280
6 2 38.3956 1 7.2857 2.39789527280
6 2 38.3956 1 15.0000 2.39789527280
6 2 38.3956 1 24.0000 3.04452243770
6 2 38.3956 1 31.4286 0.00000000000
6 2 38.3956 1 35.4286 3.43398720450
7 2 45.0815 1 0.0000 2.39789527280
7 2 45.0815 1 9.0000 3.71357206670
8 3 37.1992 1 0.0000 2.77258872220
8 3 37.1992 1 7.7143 2.39789527280
8 3 37.1992 1 15.5714 3.04452243770
8 3 37.1992 1 29.5714 2.39789527280
9 2 42.0479 1 0.0000 3.25809653800
10 3 37.3361 1 0.0000 2.07944154170
11 2 42.2478 1 0.0000 2.77258872220
11 2 42.2478 1 4.1429 3.04452243770
11 2 42.2478 1 17.0000 2.39789527280
11 2 42.2478 1 27.0000 2.39789527280
12 4 31.4552 1 0.0000 3.82864139650
12 4 31.4552 1 16.1429 3.93182563270
12 4 31.4552 1 33.0000 3.43398720450
13 4 41.8563 1 0.0000 0.00000000000
13 4 41.8563 1 17.0000 0.00000000000
13 4 41.8563 1 34.8571 0.00000000000
14 3 41.3196 1 0.0000 1.79175946920
14 3 41.3196 1 7.0000 3.43398720450
14 3 41.3196 1 11.7143 2.39789527280
14 3 41.3196 1 30.0000 2.39789527280
15 2 42.0862 1 0.0000 3.25809653800
15 2 42.0862 1 17.1429 4.26267987700
15 2 42.0862 1 35.8571 4.39444915470
16 1 34.0342 0 0.0000 3.71357206670
16 1 34.0342 0 7.2857 2.39789527280
16 1 34.0342 0 15.8571 3.43398720450
16 1 34.0342 0 25.2857 3.04452243770
17 3 44.6023 1 0.0000 3.04452243770
17 3 44.6023 1 16.4286 2.39789527280
17 3 44.6023 1 32.1429 2.39789527280
18 1 51.8275 1 0.0000 3.93182563270
18 1 51.8275 1 17.8571 3.71357206670
18 1 51.8275 1 32.0000 3.71357206670
19 1 46.1355 1 0.0000 2.77258872220
20 2 35.5811 0 0.0000 1.79175946920
21 3 32.2957 0 0.0000 3.25809653800
21 3 32.2957 0 18.7143 3.04452243770
22 4 26.9432 1 0.0000 3.04452243770
22 4 26.9432 1 12.0000 3.04452243770
23 3 43.7043 1 0.0000 2.77258872220
23 3 43.7043 1 16.0000 3.93182563270
23 3 43.7043 1 32.0000 3.43398720450
24 2 32.8761 1 0.0000 4.75359019110
24 2 32.8761 1 15.7143 3.04452243770
24 2 32.8761 1 23.0000 2.39789527280
25 1 38.9541 1 0.0000 4.11087386420
25 1 38.9541 1 4.0000 3.43398720450
25 1 38.9541 1 36.8571 3.93182563270
26 4 35.2608 1 0.0000 2.39789527280
26 4 35.2608 1 16.2857 3.71357206670
27 4 48.4517 0 0.0000 3.93182563270
27 4 48.4517 0 16.5714 3.43398720450
27 4 48.4517 0 30.8571 3.04452243770
28 3 39.5181 1 0.0000 4.11087386420
28 3 39.5181 1 16.0000 4.17438726990
28 3 39.5181 1 32.0000 3.61091791260
29 4 47.5099 1 0.0000 3.36729583000
29 4 47.5099 1 4.0000 2.99573227360
29 4 47.5099 1 8.0000 4.26267987700
29 4 47.5099 1 15.8571 3.80666248980
29 4 47.5099 1 23.8571 3.82864139650
29 4 47.5099 1 31.1429 3.73766961830
29 4 47.5099 1 38.8571 3.40119738170
30 3 42.1821 1 0.0000 2.19722457730
30 3 42.1821 1 8.1429 2.39789527280
30 3 42.1821 1 16.1429 2.48490664980
30 3 42.1821 1 23.8571 1.94591014910
30 3 42.1821 1 35.1429 1.94591014910
30 3 42.1821 1 37.7143 1.94591014910
31 4 34.6338 1 0.0000 3.04452243770
31 4 34.6338 1 6.8571 3.61091791260
31 4 34.6338 1 15.8571 3.43398720450
31 4 34.6338 1 23.8571 2.89037175790
31 4 34.6338 1 31.8571 3.17805383030
31 4 34.6338 1 39.8571 2.30258509300
32 1 37.3169 0 0.0000 1.94591014910
32 1 37.3169 0 7.5714 1.09861228870
32 1 37.3169 0 17.0000 2.30258509300
32 1 37.3169 0 25.5714 2.30258509300
32 1 37.3169 0 32.5714 2.70805020110
33 3 42.7077 1 0.0000 3.59731226060
33 3 42.7077 1 7.5714 3.17805383030
33 3 42.7077 1 15.5714 2.94443897920
33 3 42.7077 1 23.8571 3.09104245340
33 3 42.7077 1 31.8571 2.30258509300
34 3 32.1478 1 0.0000 3.80666248980
34 3 32.1478 1 7.0000 3.49650756150
34 3 32.1478 1 15.0000 3.49650756150
34 3 32.1478 1 24.0000 3.21887582490
34 3 32.1478 1 32.0000 3.13549421590
35 1 46.3436 1 0.0000 3.68887945410
35 1 46.3436 1 8.0000 3.78418963390
35 1 46.3436 1 16.0000 2.99573227360
35 1 46.3436 1 24.0000 3.40119738170
35 1 46.3436 1 32.0000 3.29583686600
35 1 46.3436 1 40.0000 2.83321334410
36 4 34.4148 1 0.0000 2.89037175790
36 4 34.4148 1 8.0000 3.40119738170
36 4 34.4148 1 17.0000 2.07944154170
36 4 34.4148 1 25.0000 2.48490664980
36 4 34.4148 1 34.0000 1.79175946920
37 4 36.5339 1 0.0000 3.29583686600
37 4 36.5339 1 9.0000 2.30258509300
37 4 36.5339 1 12.0000 2.77258872220
37 4 36.5339 1 16.0000 2.39789527280
37 4 36.5339 1 32.4286 2.30258509300
38 1 42.4641 1 0.0000 3.34990408730
38 1 42.4641 1 6.7143 2.94443897920
38 1 42.4641 1 15.7143 4.34380542190
38 1 42.4641 1 31.7143 2.94443897920
39 4 37.8453 1 0.0000 3.36729583000
39 4 37.8453 1 16.0000 3.09104245340
39 4 37.8453 1 32.5714 2.89037175790
40 2 24.1205 1 0.0000 2.44234703540
40 2 24.1205 1 16.0000 1.60943791240
41 3 40.1780 1 0.0000 4.08597631260
41 3 40.1780 1 15.0000 3.55534806150
41 3 40.1780 1 24.8571 3.68887945410
42 2 47.4442 1 0.0000 3.31418600470
42 2 47.4442 1 8.2857 2.83321334410
43 1 37.0021 1 0.0000 2.48490664980
43 1 37.0021 1 16.7143 1.60943791240
44 3 36.3614 1 0.0000 1.38629436110
44 3 36.3614 1 21.0000 3.97029191360
45 2 27.7207 1 0.0000 3.33220451020
45 2 27.7207 1 15.8571 4.55387689160
45 2 27.7207 1 35.0000 3.09104245340
45 2 27.7207 1 36.8571 3.29583686600
46 4 43.7591 1 0.0000 2.77258872220
46 4 43.7591 1 7.1429 4.11087386420
47 3 37.1143 1 0.0000 3.25809653800
47 3 37.1143 1 9.7143 2.39789527280
47 3 37.1143 1 16.8571 2.30258509300
48 1 38.8857 1 0.0000 2.67414864940
48 1 38.8857 1 15.7143 3.21887582490
48 1 38.8857 1 31.7143 2.56494935750
49 2 40.1287 1 0.0000 2.19722457730
49 2 40.1287 1 12.8571 3.17805383030
49 2 40.1287 1 32.8571 2.07944154170
50 4 31.4771 1 0.0000 3.04452243770
50 4 31.4771 1 15.0000 3.93182563270
50 4 31.4771 1 31.1429 3.71357206670
50 4 31.4771 1 38.4286 3.43398720450
51 3 35.0418 1 0.0000 2.39789527280
51 3 35.0418 1 12.4286 2.77258872220
51 3 35.0418 1 20.4286 2.19722457730
51 3 35.0418 1 27.4286 2.30258509300
51 3 35.0418 1 38.4286 4.44265125650
52 4 27.0198 1 0.0000 2.77258872220
52 4 27.0198 1 9.4286 3.43398720450
53 1 34.8008 1 0.0000 3.25809653800
53 1 34.8008 1 8.0000 2.39789527280
53 1 34.8008 1 13.5714 2.70805020110
54 4 37.8919 1 0.0000 2.19722457730
54 4 37.8919 1 8.0000 1.09861228870
54 4 37.8919 1 16.0000 1.09861228870
54 4 37.8919 1 24.1429 1.09861228870
54 4 37.8919 1 32.0000 0.69314718060
54 4 37.8919 1 40.0000 0.00000000000
55 4 47.2608 1 0.0000 3.25809653800
55 4 47.2608 1 9.7143 3.21887582490
55 4 47.2608 1 15.7143 3.49650756150
55 4 47.2608 1 31.7143 3.40119738170
56 1 40.3313 1 0.0000 1.70474809220
56 1 40.3313 1 8.1429 1.79175946920
56 1 40.3313 1 16.1429 0.69314718060
56 1 40.3313 1 25.4286 1.09861228870
56 1 40.3313 1 33.4286 0.69314718060
56 1 40.3313 1 39.1429 0.69314718060
57 3 31.5236 0 0.0000 1.94591014910
57 3 31.5236 0 18.1429 1.60943791240
57 3 31.5236 0 24.1429 1.60943791240
57 3 31.5236 0 38.1429 1.38629436110
58 3 38.5572 1 0.0000 3.93182563270
58 3 38.5572 1 8.0000 3.87120101090
58 3 38.5572 1 17.0000 3.49650756150
58 3 38.5572 1 24.0000 3.78418963390
58 3 38.5572 1 28.0000 3.66356164610
58 3 38.5572 1 32.2857 3.36729583000
59 2 37.4346 1 0.0000 3.46573590280
59 2 37.4346 1 8.0000 3.43398720450
59 2 37.4346 1 18.2857 2.63905732960
60 3 44.0192 1 0.0000 3.70130197410
60 3 44.0192 1 7.0000 2.94443897920
60 3 44.0192 1 15.0000 3.52636052460
60 3 44.0192 1 20.2857 2.70805020110
60 3 44.0192 1 23.0000 2.39789527280
60 3 44.0192 1 27.0000 3.17805383030
61 1 41.4812 1 0.0000 3.94158180770
61 1 41.4812 1 8.2857 4.04305126780
61 1 41.4812 1 16.1429 3.71357206670
61 1 41.4812 1 24.0000 3.76120011570
61 1 41.4812 1 32.2857 3.25809653800
62 4 38.9651 1 0.0000 3.55534806150
62 4 38.9651 1 6.8571 3.85014760170
62 4 38.9651 1 15.8571 2.99573227360
62 4 38.9651 1 23.8571 3.40119738170
62 4 38.9651 1 31.8571 3.25809653800
62 4 38.9651 1 39.1429 3.09104245340
63 3 37.0650 0 0.0000 2.07944154170
64 1 66.0945 0 0.0000 2.89037175790
64 1 66.0945 0 8.0000 2.83321334410
64 1 66.0945 0 16.8571 2.39789527280
64 1 66.0945 0 26.1429 1.94591014910
64 1 66.0945 0 35.1429 1.60943791240
65 3 51.9562 1 0.0000 3.89182029810
65 3 51.9562 1 8.2857 5.17048399500
65 3 51.9562 1 22.0000 4.63472898820
65 3 51.9562 1 34.2857 4.07753744390
66 1 46.1547 1 0.0000 3.46573590280
66 1 46.1547 1 17.8571 3.29583686600
66 1 46.1547 1 19.8571 3.40119738170
67 3 30.7680 1 0.0000 0.91629073190
68 2 29.3717 1 0.0000 1.94591014910
68 2 29.3717 1 9.0000 1.79175946920
68 2 29.3717 1 17.0000 2.48490664980
68 2 29.3717 1 25.0000 1.94591014910
68 2 29.3717 1 34.0000 2.70805020110
69 4 40.3422 1 0.0000 3.29583686600
69 4 40.3422 1 8.0000 2.48490664980
69 4 40.3422 1 16.0000 4.26267987700
69 4 40.3422 1 23.1429 2.70805020110
70 1 40.4682 1 0.0000 2.70805020110
71 1 40.9500 1 0.0000 2.63905732960
71 1 40.9500 1 6.5714 2.89037175790
71 1 40.9500 1 15.1429 2.77258872220
71 1 40.9500 1 25.2857 2.19722457730
71 1 40.9500 1 33.2857 2.63905732960
72 1 43.2252 1 0.0000 2.19722457730
72 1 43.2252 1 8.4286 2.07944154170
72 1 43.2252 1 16.4286 3.04452243770
72 1 43.2252 1 34.4286 1.60943791240
73 4 36.6653 1 0.0000 2.56494935750
73 4 36.6653 1 8.1429 3.13549421590
73 4 36.6653 1 17.1429 3.82864139650
73 4 36.6653 1 26.1429 2.39789527280
73 4 36.6653 1 34.1429 2.89037175790
74 3 43.4086 1 0.0000 2.60268968540
74 3 43.4086 1 8.2857 2.99573227360
74 3 43.4086 1 16.0000 2.48490664980
74 3 43.4086 1 24.0000 2.30258509300
74 3 43.4086 1 32.0000 2.30258509300
75 3 40.6160 0 0.0000 2.30258509300
75 3 40.6160 0 8.2857 2.77258872220
75 3 40.6160 0 18.2857 2.19722457730
75 3 40.6160 0 34.0000 2.39789527280
76 3 33.4374 1 0.0000 2.56494935750
76 3 33.4374 1 7.1429 2.77258872220
76 3 33.4374 1 15.7143 2.94443897920
76 3 33.4374 1 24.8571 3.21887582490
76 3 33.4374 1 32.8571 2.48490664980
77 2 29.9302 1 0.0000 2.44234703540
77 2 29.9302 1 9.2857 2.77258872220
78 2 41.4620 1 0.0000 2.80336038090
78 2 41.4620 1 8.4286 2.77258872220
78 2 41.4620 1 17.4286 3.98898404660
78 2 41.4620 1 25.4286 2.99573227360
79 2 36.8433 0 0.0000 3.36729583000
79 2 36.8433 0 3.0000 3.71357206670
80 4 43.3265 1 0.0000 2.07944154170
80 4 43.3265 1 8.5714 2.89037175790
80 4 43.3265 1 16.5714 3.36729583000
80 4 43.3265 1 25.0000 2.70805020110
80 4 43.3265 1 33.0000 3.21887582490
81 4 39.5373 1 0.0000 2.94443897920
81 4 39.5373 1 8.7143 3.71357206670
81 4 39.5373 1 17.7143 3.63758615970
81 4 39.5373 1 25.1429 2.99573227360
81 4 39.5373 1 34.0000 2.70805020110
82 1 33.5633 1 0.0000 2.77258872220
82 1 33.5633 1 7.2857 2.07944154170
82 1 33.5633 1 16.0000 2.56494935750
82 1 33.5633 1 24.2857 1.79175946920
82 1 33.5633 1 32.2857 2.07944154170
83 2 28.8624 1 0.0000 3.66356164610
83 2 28.8624 1 9.0000 4.91265488570
83 2 28.8624 1 18.0000 3.80666248980
83 2 28.8624 1 26.0000 3.91202300540
83 2 28.8624 1 40.0000 2.48490664980
84 4 45.2621 1 0.0000 2.48490664980
84 4 45.2621 1 9.0000 1.79175946920
84 4 45.2621 1 17.0000 2.63905732960
84 4 45.2621 1 23.2857 2.70805020110
84 4 45.2621 1 30.1429 2.99573227360
84 4 45.2621 1 38.8571 2.30258509300
85 1 48.3806 1 0.0000 1.94591014910
86 2 53.0048 1 0.0000 2.30258509300
86 2 53.0048 1 8.0000 2.63905732960
87 4 43.3867 1 0.0000 2.63905732960
87 4 43.3867 1 7.5714 1.94591014910
87 4 43.3867 1 13.7143 2.94443897920
87 4 43.3867 1 30.0000 2.30258509300
87 4 43.3867 1 37.7143 2.07944154170
88 3 48.1588 1 0.0000 3.70130197410
88 3 48.1588 1 11.0000 2.19722457730
88 3 48.1588 1 22.0000 2.30258509300
89 1 42.4723 1 0.0000 1.79175946920
90 3 41.6427 1 0.0000 3.51154543880
91 4 45.4620 1 0.0000 3.98898404660
91 4 45.4620 1 15.8571 4.34380542190
91 4 45.4620 1 31.1429 5.22574667370
91 4 45.4620 1 39.1429 4.92725368520
92 3 36.0958 1 0.0000 3.40119738170
92 3 36.0958 1 15.8571 3.43398720450
92 3 36.0958 1 25.8571 2.30258509300
93 4 46.8720 1 0.0000 2.48490664980
93 4 46.8720 1 17.4286 2.89037175790
94 2 40.6543 1 0.0000 3.77276093810
95 3 25.4237 1 0.0000 2.89037175790
96 2 36.9692 1 0.0000 2.07944154170
96 2 36.9692 1 16.5714 2.07944154170
97 1 50.9021 1 0.0000 3.72569342720
97 1 50.9021 1 16.1429 2.99573227360
98 2 37.8207 1 0.0000 1.70474809220
98 2 37.8207 1 7.8571 1.38629436110
98 2 37.8207 1 14.8571 1.60943791240
98 2 37.8207 1 20.8571 1.79175946920
98 2 37.8207 1 37.8571 1.38629436110
99 2 26.0014 1 0.0000 1.79175946920
99 2 26.0014 1 8.5714 1.60943791240
99 2 26.0014 1 17.5714 2.30258509300
99 2 26.0014 1 24.8571 1.94591014910
99 2 26.0014 1 32.8571 1.60943791240
100 1 52.8789 1 0.0000 2.19722457730
100 1 52.8789 1 7.8571 1.94591014910
101 4 41.1526 1 0.0000 2.80336038090
101 4 41.1526 1 7.8571 2.77258872220
101 4 41.1526 1 14.5714 2.70805020110
101 4 41.1526 1 23.8571 2.39789527280
101 4 41.1526 1 31.5714 2.63905732960
101 4 41.1526 1 39.5714 2.30258509300
102 3 49.7632 1 0.0000 3.33220451020
103 4 40.0712 1 0.0000 2.86220088090
103 4 40.0712 1 7.8571 2.70805020110
103 4 40.0712 1 11.2857 2.63905732960
103 4 40.0712 1 18.8571 2.07944154170
103 4 40.0712 1 27.4286 1.60943791240
103 4 40.0712 1 36.4286 1.79175946920
104 1 32.7146 1 0.0000 3.55534806150
104 1 32.7146 1 7.7143 3.40119738170
104 1 32.7146 1 16.7143 2.89037175790
105 2 36.9309 1 0.0000 3.46573590280
105 2 36.9309 1 7.7143 3.17805383030
105 2 36.9309 1 16.7143 2.56494935750
105 2 36.9309 1 23.0000 2.07944154170
106 3 28.9582 1 0.0000 2.25129179860
106 3 28.9582 1 8.0000 1.09861228870
106 3 28.9582 1 16.0000 0.69314718060
106 3 28.9582 1 24.0000 0.69314718060
107 3 41.6920 1 0.0000 2.74084002390
107 3 41.6920 1 8.0000 4.62497281330
107 3 41.6920 1 16.0000 3.36729583000
107 3 41.6920 1 32.0000 2.70805020110
108 4 34.6010 1 0.0000 3.77276093810
108 4 34.6010 1 8.1429 4.33073334030
108 4 34.6010 1 16.1429 3.95124371860
108 4 34.6010 1 32.1429 3.93182563270
109 2 54.1054 1 0.0000 2.97041446560
109 2 54.1054 1 8.8571 3.09104245340
109 2 54.1054 1 17.1429 3.33220451020
109 2 54.1054 1 35.1429 3.76120011570
110 4 48.9911 0 0.0000 3.19867311760
110 4 48.9911 0 7.0000 5.15329159450
110 4 48.9911 0 17.0000 5.32300997910
110 4 48.9911 0 32.0000 5.67675380230
111 1 36.6489 1 0.0000 1.25276296850
112 1 38.0397 1 0.0000 3.48124008930
112 1 38.0397 1 8.4286 3.29583686600
112 1 38.0397 1 16.1429 3.04452243770
112 1 38.0397 1 33.1429 3.43398720450
113 3 52.8077 1 0.0000 3.91202300540
113 3 52.8077 1 16.1429 3.36729583000
113 3 52.8077 1 31.1429 3.91202300540
114 2 28.9555 1 0.0000 3.06805293510
114 2 28.9555 1 16.0000 2.30258509300
115 2 31.6824 0 0.0000 1.70474809220
115 2 31.6824 0 11.8571 2.94443897920
116 1 24.1561 1 0.0000 2.44234703540
116 1 24.1561 1 16.0000 2.19722457730
116 1 24.1561 1 32.0000 2.63905732960
117 4 36.2218 1 0.0000 1.38629436110
118 1 31.8987 1 0.0000 3.33220451020
118 1 31.8987 1 15.7143 3.58351893850
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990 2 42.1383 1 32.0000 3.29583686600
990 2 42.1383 1 33.5714 3.13549421590
991 3 36.7365 0 0.0000 3.09104245340
991 3 36.7365 0 16.0000 3.09104245340
992 1 29.8015 1 0.0000 3.82864139650
992 1 29.8015 1 16.0000 2.94443897920
992 1 29.8015 1 32.0000 3.21887582490
993 3 34.3326 0 0.0000 2.99573227360
993 3 34.3326 0 7.7143 5.12396397940
993 3 34.3326 0 15.7143 5.07517381520
993 3 34.3326 0 31.5714 4.79579054560
994 1 36.1396 0 0.0000 2.89037175790
994 1 36.1396 0 16.2857 3.33220451020
995 4 37.4127 1 0.0000 2.14006616350
995 4 37.4127 1 16.1429 2.99573227360
995 4 37.4127 1 30.7143 4.04305126780
996 2 30.2313 0 0.0000 2.63905732960
996 2 30.2313 0 17.0000 2.07944154170
997 2 31.5893 1 0.0000 2.60268968540
997 2 31.5893 1 15.8571 3.09104245340
997 2 31.5893 1 26.5714 2.56494935750
998 3 51.4880 1 0.0000 3.89182029810
998 3 51.4880 1 16.2857 4.09434456220
998 3 51.4880 1 31.2857 3.21887582490
999 1 28.8104 1 0.0000 2.67414864940
999 1 28.8104 1 16.0000 0.00000000000
999 1 28.8104 1 24.1429 2.56494935750
1000 2 41.2649 1 0.0000 3.51154543880
1000 2 41.2649 1 7.7143 3.66356164610
1000 2 41.2649 1 16.4286 3.40119738170
1000 2 41.2649 1 24.8571 3.46573590280
1000 2 41.2649 1 33.4286 2.99573227360
1001 4 50.7789 1 0.0000 3.21887582490
1001 4 50.7789 1 8.0000 4.26267987700
1001 4 50.7789 1 17.0000 3.49650756150
1001 4 50.7789 1 23.8571 4.35670882670
1002 4 30.6201 0 0.0000 1.50407739680
1002 4 30.6201 0 7.5714 2.30258509300
1002 4 30.6201 0 16.5714 1.38629436110
1002 4 30.6201 0 23.8571 1.38629436110
1002 4 30.6201 0 32.0000 2.19722457730
1003 4 39.2252 1 0.0000 2.94443897920
1003 4 39.2252 1 4.4286 2.94443897920
1003 4 39.2252 1 12.4286 2.07944154170
1003 4 39.2252 1 21.1429 3.46573590280
1003 4 39.2252 1 29.2857 2.83321334410
1003 4 39.2252 1 37.4286 3.80666248980
1004 1 32.4490 1 0.0000 1.60943791240
1004 1 32.4490 1 15.8571 1.79175946920
1004 1 32.4490 1 25.0000 2.19722457730
1004 1 32.4490 1 33.1429 1.09861228870
1004 1 32.4490 1 40.0000 2.70805020110
1005 3 39.8193 1 0.0000 3.25809653800
1005 3 39.8193 1 19.5714 1.79175946920
1006 1 36.6051 1 0.0000 3.95124371860
1006 1 36.6051 1 8.0000 3.61091791260
1006 1 36.6051 1 16.0000 1.79175946920
1006 1 36.6051 1 22.2857 1.79175946920
1007 3 38.5818 1 0.0000 2.07944154170
1007 3 38.5818 1 9.7143 1.38629436110
1007 3 38.5818 1 18.7143 1.60943791240
1007 3 38.5818 1 27.1429 1.79175946920
1007 3 38.5818 1 37.1429 1.60943791240
1008 2 30.5599 0 0.0000 4.68675017300
1008 2 30.5599 0 2.5714 5.04342511690
1008 2 30.5599 0 13.7143 3.43398720450
1009 1 34.0397 1 0.0000 4.58496747870
1009 1 34.0397 1 8.2857 3.71357206670
1009 1 34.0397 1 17.8571 4.27666611900
1009 1 34.0397 1 26.8571 3.46573590280
1009 1 34.0397 1 36.1429 2.83321334410
1010 2 34.8227 1 0.0000 2.01490302050
1010 2 34.8227 1 8.4286 2.30258509300
1010 2 34.8227 1 17.4286 1.79175946920
1010 2 34.8227 1 24.1429 1.38629436110
1010 2 34.8227 1 32.1429 1.94591014910
1011 1 31.1321 1 0.0000 3.54095932400
1011 1 31.1321 1 7.2857 3.33220451020
1011 1 31.1321 1 14.8571 3.33220451020
1011 1 31.1321 1 32.7143 3.17805383030
1012 1 29.7960 1 0.0000 2.48490664980
1012 1 29.7960 1 8.7143 2.48490664980
1012 1 29.7960 1 17.1429 2.83321334410
1012 1 29.7960 1 22.0000 2.19722457730
1012 1 29.7960 1 31.0000 1.60943791240
1013 3 59.2279 1 0.0000 2.19722457730
1013 3 59.2279 1 9.0000 3.33220451020
1013 3 59.2279 1 16.0000 1.94591014910
1013 3 59.2279 1 18.0000 2.83321334410
1013 3 59.2279 1 26.7143 1.60943791240
1014 2 30.8446 1 0.0000 1.38629436110
1014 2 30.8446 1 8.0000 2.07944154170
1015 4 27.9754 1 0.0000 3.44998754580
1015 4 27.9754 1 8.0000 5.08759633520
1015 4 27.9754 1 16.0000 5.36597601500
1015 4 27.9754 1 24.0000 4.98360662170
1015 4 27.9754 1 32.0000 4.93447393310
1015 4 27.9754 1 40.0000 5.09375020080
1016 4 37.9493 1 0.0000 1.50407739680
1016 4 37.9493 1 8.4286 0.69314718060
1016 4 37.9493 1 17.8571 1.38629436110
1016 4 37.9493 1 26.7143 1.09861228870
1016 4 37.9493 1 29.8571 0.69314718060
1017 4 37.7741 1 0.0000 2.52572864430
1017 4 37.7741 1 7.0000 2.30258509300
1018 3 54.1273 1 0.0000 2.39789527280
1018 3 54.1273 1 8.1429 1.38629436110
1018 3 54.1273 1 15.1429 1.94591014910
1018 3 54.1273 1 24.0000 2.19722457730
1018 3 54.1273 1 32.0000 1.94591014910
1019 2 44.4791 1 0.0000 3.02042488610
1019 2 44.4791 1 8.7143 4.46590811870
1019 2 44.4791 1 15.8571 3.85014760170
1019 2 44.4791 1 24.8571 3.29583686600
1019 2 44.4791 1 31.7143 3.36729583000
1020 3 25.8289 1 0.0000 2.77258872220
1020 3 25.8289 1 8.0000 3.29583686600
1020 3 25.8289 1 16.0000 3.89182029810
1020 3 25.8289 1 25.0000 2.48490664980
1020 3 25.8289 1 32.0000 3.29583686600
1021 1 52.6324 1 9.0000 1.94591014910
1021 1 52.6324 1 17.0000 1.94591014910
1021 1 52.6324 1 27.0000 1.60943791240
1021 1 52.6324 1 32.8571 1.94591014910
1022 1 32.9008 0 0.0000 1.94591014910
1022 1 32.9008 0 8.7143 3.91202300540
1022 1 32.9008 0 16.8571 2.89037175790
1022 1 32.9008 0 24.0000 2.83321334410
1022 1 32.9008 0 28.8571 2.39789527280
1023 3 28.0465 1 0.0000 1.25276296850
1024 2 38.3107 1 0.0000 3.31418600470
1024 2 38.3107 1 5.8571 3.58351893850
1024 2 38.3107 1 17.8571 2.99573227360
1024 2 38.3107 1 34.8571 3.33220451020
1025 4 35.8658 1 0.0000 2.60268968540
1025 4 35.8658 1 8.2857 3.87120101090
1025 4 35.8658 1 16.0000 2.63905732960
1025 4 35.8658 1 28.0000 2.56494935750
1026 2 31.8439 0 0.0000 4.26969744970
1026 2 31.8439 0 7.4286 2.70805020110
1026 2 31.8439 0 13.2857 2.39789527280
1026 2 31.8439 0 25.1429 1.38629436110
1026 2 31.8439 0 34.1429 2.07944154170
1027 3 24.0657 1 0.0000 3.29583686600
1027 3 24.0657 1 7.7143 3.85014760170
1027 3 24.0657 1 11.7143 4.31748811350
1027 3 24.0657 1 28.0000 3.46573590280
1027 3 24.0657 1 34.8571 3.63758615970
1028 4 23.3922 1 0.0000 4.09434456220
1028 4 23.3922 1 8.0000 4.44265125650
1028 4 23.3922 1 13.0000 3.61091791260
1028 4 23.3922 1 28.0000 2.48490664980
1028 4 23.3922 1 37.8571 3.40119738170
1029 1 29.9302 1 0.0000 3.76120011570
1029 1 29.9302 1 16.4286 4.17438726990
1029 1 29.9302 1 31.5714 3.43398720450
1030 4 38.9405 1 0.0000 2.77258872220
1030 4 38.9405 1 31.2857 2.99573227360
1031 2 23.8604 0 0.0000 2.14006616350
1031 2 23.8604 0 19.2857 1.94591014910
1031 2 23.8604 0 34.4286 1.94591014910
1032 3 25.3717 0 0.0000 1.09861228870
1032 3 25.3717 0 17.1429 1.79175946920
1033 2 45.8344 1 0.0000 2.86220088090
1033 2 45.8344 1 16.0000 2.39789527280
1033 2 45.8344 1 28.4286 2.07944154170
1034 3 41.1745 1 0.0000 3.25809653800
1034 3 41.1745 1 18.7143 3.29583686600
1034 3 41.1745 1 23.7143 3.36729583000
1035 4 32.1369 1 0.0000 3.40119738170
1035 4 32.1369 1 16.2857 6.29710931990
1035 4 32.1369 1 25.2857 5.35658627470
1036 1 35.0773 1 0.0000 3.27714473300
1036 1 35.0773 1 16.2857 3.04452243770
1036 1 35.0773 1 23.0000 4.07753744390
1037 4 34.4613 0 0.0000 3.33220451020
1037 4 34.4613 0 9.0000 4.84418708650
1037 4 34.4613 0 16.8571 3.98898404660
1037 4 34.4613 0 25.2857 4.40671924730
1037 4 34.4613 0 33.0000 4.06044301050
1037 4 34.4613 0 40.0000 4.15888308340
1038 3 38.1711 0 0.0000 3.91202300540
1038 3 38.1711 0 11.0000 3.66356164610
1038 3 38.1711 0 30.1429 3.52636052460
1039 1 36.5914 1 0.0000 0.69314718060
1039 1 36.5914 1 12.5714 1.79175946920
1039 1 36.5914 1 19.4286 1.38629436110
1039 1 36.5914 1 27.4286 0.69314718060
1039 1 36.5914 1 32.8571 1.09861228870
1039 1 36.5914 1 39.8571 1.60943791240
1040 2 39.0828 1 0.0000 2.89037175790
1040 2 39.0828 1 9.7143 2.89037175790
1040 2 39.0828 1 39.7143 2.48490664980
1041 1 45.8973 1 0.0000 2.99573227360
1041 1 45.8973 1 8.7143 2.48490664980
1041 1 45.8973 1 17.7143 3.09104245340
1041 1 45.8973 1 25.7143 2.94443897920
1041 1 45.8973 1 33.1429 1.94591014910
1042 4 45.5003 1 0.0000 0.69314718060
1042 4 45.5003 1 7.0000 0.69314718060
1043 2 35.7837 0 0.0000 2.39789527280
1043 2 35.7837 0 11.0000 1.94591014910
1043 2 35.7837 0 18.7143 1.38629436110
1044 3 49.8042 0 0.0000 1.60943791240
1045 2 48.1342 1 0.0000 1.79175946920
1045 2 48.1342 1 6.8571 1.79175946920
1045 2 48.1342 1 15.5714 1.94591014910
1045 2 48.1342 1 24.5714 1.60943791240
1045 2 48.1342 1 33.5714 1.38629436110
1046 4 35.5756 0 0.0000 2.56494935750
1047 1 42.2040 1 0.0000 3.31418600470
1047 1 42.2040 1 9.0000 2.63905732960
1047 1 42.2040 1 18.5714 2.39789527280
1048 3 38.6256 0 0.0000 2.56494935750
1048 3 38.6256 0 16.0000 2.30258509300
1048 3 38.6256 0 40.0000 2.56494935750
1049 3 28.6078 1 0.0000 0.00000000000
1050 1 56.8816 1 0.0000 1.79175946920
1050 1 56.8816 1 9.7143 2.89037175790
1050 1 56.8816 1 13.1429 3.46573590280
1050 1 56.8816 1 25.5714 1.94591014910
1050 1 56.8816 1 40.0000 1.60943791240
1051 4 44.2053 1 0.0000 1.25276296850
1051 4 44.2053 1 16.5714 1.09861228870
1051 4 44.2053 1 40.0000 1.60943791240
1052 2 40.7173 1 0.0000 3.33220451020
1052 2 40.7173 1 6.7143 3.13549421590
1052 2 40.7173 1 16.0000 2.39789527280
1052 2 40.7173 1 24.0000 2.19722457730
1052 2 40.7173 1 32.0000 3.21887582490
1052 2 40.7173 1 40.0000 1.38629436110
1053 3 45.1362 1 0.0000 2.01490302050
1053 3 45.1362 1 9.0000 1.60943791240
1053 3 45.1362 1 17.5714 1.60943791240
1053 3 45.1362 1 24.2857 0.69314718060
1053 3 45.1362 1 39.1429 1.09861228870
1054 1 29.2895 1 0.0000 2.07944154170
1054 1 29.2895 1 8.4286 1.94591014910
1054 1 29.2895 1 17.1429 1.94591014910
1054 1 29.2895 1 24.2857 2.89037175790
1054 1 29.2895 1 33.4286 2.77258872220
1054 1 29.2895 1 39.5714 0.69314718060
1055 3 31.6906 1 0.0000 2.56494935750
1055 3 31.6906 1 8.7143 2.99573227360
1055 3 31.6906 1 15.8571 1.79175946920
1055 3 31.6906 1 22.7143 2.56494935750
1055 3 31.6906 1 32.7143 2.39789527280
1056 4 30.6010 1 0.0000 4.43675153440
1056 4 30.6010 1 8.8571 4.91998092580
1056 4 30.6010 1 16.0000 4.91998092580
1057 4 48.0411 0 0.0000 3.70130197410
1057 4 48.0411 0 16.5714 3.36729583000
1058 1 24.5914 1 0.0000 4.11087386420
1058 1 24.5914 1 20.7143 3.58351893850
1058 1 24.5914 1 23.7143 3.40119738170
1059 2 28.5284 1 0.0000 2.52572864430
1059 2 28.5284 1 16.0000 2.77258872220
1059 2 28.5284 1 30.1429 2.77258872220
1060 3 42.7077 1 0.0000 0.40546510810
1060 3 42.7077 1 15.8571 0.00000000000
1061 4 39.4196 0 0.0000 1.79175946920
1061 4 39.4196 0 17.0000 1.09861228870
1061 4 39.4196 0 33.0000 3.17805383030
1062 2 33.5168 1 0.0000 1.70474809220
1062 2 33.5168 1 8.0000 3.21887582490
1062 2 33.5168 1 17.2857 1.94591014910
1062 2 33.5168 1 33.1429 1.79175946920
1063 2 30.9651 0 0.0000 2.52572864430
1064 4 39.8084 1 0.0000 2.60268968540
1065 1 54.6283 1 0.0000 3.82864139650
1065 1 54.6283 1 8.0000 4.15888308340
1065 1 54.6283 1 16.5714 4.04305126780
1065 1 54.6283 1 24.8571 3.66356164610
1065 1 54.6283 1 32.8571 3.17805383030
1066 2 44.9172 1 0.0000 1.60943791240
1067 3 47.2909 1 0.0000 2.01490302050
1067 3 47.2909 1 8.0000 1.09861228870
1067 3 47.2909 1 16.8571 1.94591014910
1067 3 47.2909 1 24.1429 1.38629436110
1067 3 47.2909 1 32.1429 0.69314718060
1068 4 36.0137 1 0.0000 2.77258872220
1069 3 33.2594 1 0.0000 2.99573227360
1069 3 33.2594 1 8.7143 2.94443897920
1069 3 33.2594 1 16.7143 2.39789527280
1069 3 33.2594 1 24.7143 2.30258509300
1069 3 33.2594 1 32.7143 1.79175946920
1070 2 30.1903 1 0.0000 3.40119738170
1070 2 30.1903 1 8.0000 3.80666248980
1070 2 30.1903 1 15.0000 2.19722457730
1070 2 30.1903 1 23.0000 2.48490664980
1070 2 30.1903 1 26.7143 2.63905732960
1070 2 30.1903 1 30.7143 2.19722457730
1071 1 29.1335 1 0.0000 0.00000000000
1071 1 29.1335 1 8.2857 0.00000000000
1072 4 31.9316 1 0.0000 4.07753744390
1072 4 31.9316 1 8.0000 4.53259949320
1072 4 31.9316 1 16.0000 3.63758615970
1072 4 31.9316 1 24.0000 3.46573590280
1072 4 31.9316 1 32.0000 3.78418963390
1072 4 31.9316 1 39.0000 3.25809653800
1073 2 30.5325 1 0.0000 1.38629436110
1073 2 30.5325 1 8.5714 2.30258509300
1073 2 30.5325 1 17.7143 0.00000000000
1073 2 30.5325 1 21.7143 0.00000000000
1074 4 30.1656 1 0.0000 2.70805020110
1074 4 30.1656 1 7.5714 3.43398720450
1074 4 30.1656 1 15.5714 1.94591014910
1074 4 30.1656 1 23.5714 2.63905732960
1074 4 30.1656 1 31.5714 1.38629436110
1075 1 35.6523 1 0.0000 2.91777073210
1075 1 35.6523 1 8.0000 4.75359019110
1075 1 35.6523 1 17.0000 3.87120101090
1075 1 35.6523 1 26.0000 2.94443897920
1075 1 35.6523 1 34.0000 2.19722457730
1076 3 32.4271 1 0.0000 4.54329478230
1076 3 32.4271 1 8.0000 3.82864139650
1076 3 32.4271 1 16.8571 3.29583686600
1076 3 32.4271 1 24.4286 2.63905732960
1076 3 32.4271 1 32.1429 2.70805020110
1076 3 32.4271 1 39.1429 2.56494935750
1077 4 46.3874 1 0.0000 2.30258509300
1077 4 46.3874 1 9.2857 2.48490664980
1077 4 46.3874 1 16.0000 3.36729583000
1077 4 46.3874 1 24.1429 3.73766961830
1077 4 46.3874 1 32.1429 3.40119738170
1077 4 46.3874 1 40.0000 2.39789527280
1078 2 60.6653 1 0.0000 3.61091791260
1078 2 60.6653 1 3.7143 2.94443897920
1079 1 35.6879 1 0.0000 2.99573227360
1079 1 35.6879 1 8.0000 2.89037175790
1079 1 35.6879 1 16.0000 2.19722457730
1079 1 35.6879 1 23.8571 2.70805020110
1080 1 49.3361 1 0.0000 3.40119738170
1080 1 49.3361 1 8.8571 3.52636052460
1081 3 39.8248 1 0.0000 3.92197333630
1081 3 39.8248 1 8.1429 5.19295685090
1081 3 39.8248 1 15.8571 5.12396397940
1081 3 39.8248 1 25.0000 4.99043258680
1081 3 39.8248 1 33.8571 4.44265125650
1082 3 41.0760 1 0.0000 1.79175946920
1082 3 41.0760 1 8.0000 3.97029191360
1082 3 41.0760 1 16.0000 4.31748811350
1082 3 41.0760 1 24.0000 4.43081679880
1082 3 41.0760 1 32.0000 3.78418963390
1083 2 47.8713 1 0.0000 2.91777073210
1083 2 47.8713 1 8.0000 3.61091791260
1083 2 47.8713 1 16.0000 3.13549421590
1083 2 47.8713 1 23.8571 3.85014760170
1083 2 47.8713 1 31.8571 3.78418963390
1084 4 31.4497 1 0.0000 3.74950407590
1084 4 31.4497 1 7.8571 3.63758615970
1084 4 31.4497 1 16.0000 4.12713438500
1084 4 31.4497 1 23.8571 3.04452243770
1084 4 31.4497 1 28.7143 3.04452243770
1085 4 33.7851 1 0.0000 3.82864139650
1085 4 33.7851 1 16.0000 4.09434456220
1085 4 33.7851 1 33.0000 3.25809653800
1086 1 56.9446 1 0.0000 2.89037175790
1086 1 56.9446 1 8.0000 3.52636052460
1086 1 56.9446 1 16.0000 3.52636052460
1086 1 56.9446 1 32.0000 3.04452243770
1087 2 27.6112 1 0.0000 4.00733318520
1087 2 27.6112 1 9.0000 5.08759633520
1087 2 27.6112 1 16.8571 4.54329478230
1087 2 27.6112 1 25.0000 4.12713438500
1087 2 27.6112 1 32.8571 4.06044301050
1088 2 32.5311 1 0.0000 4.57985237800
1088 2 32.5311 1 14.0000 3.93182563270
1088 2 32.5311 1 29.8571 3.73766961830
1089 4 37.3142 1 0.0000 2.30258509300
1089 4 37.3142 1 8.0000 4.99721227380
1089 4 37.3142 1 15.8571 5.19295685090
1089 4 37.3142 1 32.8571 4.49980967030
1090 3 31.4196 1 0.0000 3.43398720450
1090 3 31.4196 1 7.4286 4.73619844840
1090 3 31.4196 1 16.0000 3.58351893850
1090 3 31.4196 1 24.7143 3.61091791260
1090 3 31.4196 1 32.8571 3.33220451020
1091 1 38.1958 1 0.0000 3.31418600470
1091 1 38.1958 1 16.0000 2.77258872220
1091 1 38.1958 1 31.0000 2.99573227360
1091 1 38.1958 1 32.0000 3.46573590280
1092 2 47.2964 1 0.0000 3.82864139650
1092 2 47.2964 1 9.0000 4.57471097850
1092 2 47.2964 1 28.2857 3.55534806150
1092 2 47.2964 1 37.0000 3.04452243770
1093 1 50.3217 1 0.0000 2.99573227360
1093 1 50.3217 1 16.1429 3.93182563270
1093 1 50.3217 1 31.0000 3.43398720450
1094 4 54.6366 1 0.0000 4.21950770520
1094 4 54.6366 1 16.1429 2.70805020110
1094 4 54.6366 1 32.0000 3.61091791260
1094 4 54.6366 1 36.2857 3.55534806150
1095 2 30.4969 1 0.0000 3.40119738170
1095 2 30.4969 1 11.8571 3.68887945410
1095 2 30.4969 1 27.8571 3.76120011570
1096 1 39.3730 1 0.0000 3.15700042120
1096 1 39.3730 1 16.0000 3.09104245340
1096 1 39.3730 1 31.0000 2.56494935750
1097 1 47.2498 1 0.0000 3.23867845220
1097 1 47.2498 1 15.8571 4.47733681450
1097 1 47.2498 1 32.1429 4.54329478230
1098 4 33.7303 1 0.0000 3.51154543880
1099 3 32.1342 1 0.0000 1.87180217690
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1304 2 24.6762 1 31.5714 1.94591014910
1304 2 24.6762 1 34.5714 2.39789527280
1305 1 37.6400 1 0.0000 2.99573227360
1305 1 37.6400 1 16.5714 2.19722457730
1305 1 37.6400 1 34.0000 2.77258872220
1305 1 37.6400 1 37.1429 0.00000000000
1306 3 18.7105 1 0.0000 3.59731226060
1306 3 18.7105 1 7.4286 4.71849887130
1306 3 18.7105 1 13.5714 2.83321334410
1306 3 18.7105 1 20.8571 2.48490664980
1307 3 14.9021 1 0.0000 2.44234703540
1307 3 14.9021 1 4.1429 2.70805020110
1307 3 14.9021 1 11.5714 1.94591014910
1307 3 14.9021 1 20.2857 2.83321334410
1307 3 14.9021 1 28.2857 2.30258509300
1308 1 30.7543 1 0.0000 1.38629436110
1308 1 30.7543 1 8.7143 1.79175946920
1308 1 30.7543 1 16.7143 1.09861228870
1308 1 30.7543 1 25.7143 1.94591014910
1308 1 30.7543 1 33.7143 1.38629436110
1309 3 39.4579 1 0.0000 2.25129179860
1309 3 39.4579 1 8.8571 3.04452243770
1309 3 39.4579 1 15.8571 1.79175946920
1309 3 39.4579 1 24.8571 2.19722457730
1309 3 39.4579 1 34.4286 2.30258509300
1310 4 31.5044 1 0.0000 0.69314718060
1311 4 53.6482 1 0.0000 2.19722457730
1311 4 53.6482 1 8.1429 2.07944154170
1311 4 53.6482 1 18.1429 0.69314718060
1311 4 53.6482 1 25.5714 0.00000000000
1311 4 53.6482 1 31.4286 2.30258509300
1312 1 42.2423 1 0.0000 3.31418600470
1312 1 42.2423 1 7.7143 2.70805020110
1313 1 15.8412 0 0.0000 4.98360662170
1313 1 15.8412 0 7.2857 4.15888308340
1313 1 15.8412 0 20.0000 4.40671924730
1313 1 15.8412 0 27.0000 3.55534806150
1313 1 15.8412 0 35.0000 3.46573590280
")
names(cd4) <- c("id", "group", "age", "sex", "week", "logcd4")
cd4$trt <- ifelse(cd4$group == 4,1,0)
cd4$week_16 <- pmax(cd4$week -16,0)
cd4$w16 <- cd4$week_16 - cd4$week
cd4$id <- as.factor(cd4$id)
cd4<-data.frame(cd4)
JohnHendrickx/Perturb documentation built on Nov. 27, 2021, 11:19 p.m.
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#From Chapter 8 of "Applied Longitudinal Analysis"
#by Garrett Fitzmaurice, Nan Laird & James Ware
#http://biosun1.harvard.edu/~fitzmaur/ala/
#See example on pages 224-230
#week='Time since baseline (weeks)'
#week_16='Time since week 16 (weeks)'
#trt='Treatment (triple versus dual therapy'
#1='Triple therapy'
#0='Dual therapy'
# John Hendrickx, 24NOV2016
cd4 <- read.table(text="
1 2 36.4271 1 0.0000 3.13549421590
1 2 36.4271 1 7.5714 3.04452243770
1 2 36.4271 1 15.5714 2.77258872220
1 2 36.4271 1 23.5714 2.83321334410
1 2 36.4271 1 32.5714 3.21887582490
1 2 36.4271 1 40.0000 3.04452243770
2 4 47.8467 1 0.0000 3.06805293510
2 4 47.8467 1 8.0000 3.89182029810
2 4 47.8467 1 16.0000 3.97029191360
2 4 47.8467 1 23.0000 3.61091791260
2 4 47.8467 1 30.7143 3.33220451020
2 4 47.8467 1 39.0000 3.09104245340
3 1 60.2875 1 0.0000 3.73766961830
4 3 36.5969 1 0.0000 4.11903717480
4 3 36.5969 1 7.1429 4.11087386420
4 3 36.5969 1 16.1429 4.70953020130
4 3 36.5969 1 32.4286 2.83321334410
5 1 35.9480 1 0.0000 3.58351893850
5 1 35.9480 1 8.0000 3.43398720450
5 1 35.9480 1 16.0000 3.43398720450
5 1 35.9480 1 24.0000 3.71357206670
5 1 35.9480 1 32.0000 3.04452243770
5 1 35.9480 1 40.0000 2.39789527280
6 2 38.3956 1 0.0000 2.39789527280
6 2 38.3956 1 7.2857 2.39789527280
6 2 38.3956 1 15.0000 2.39789527280
6 2 38.3956 1 24.0000 3.04452243770
6 2 38.3956 1 31.4286 0.00000000000
6 2 38.3956 1 35.4286 3.43398720450
7 2 45.0815 1 0.0000 2.39789527280
7 2 45.0815 1 9.0000 3.71357206670
8 3 37.1992 1 0.0000 2.77258872220
8 3 37.1992 1 7.7143 2.39789527280
8 3 37.1992 1 15.5714 3.04452243770
8 3 37.1992 1 29.5714 2.39789527280
9 2 42.0479 1 0.0000 3.25809653800
10 3 37.3361 1 0.0000 2.07944154170
11 2 42.2478 1 0.0000 2.77258872220
11 2 42.2478 1 4.1429 3.04452243770
11 2 42.2478 1 17.0000 2.39789527280
11 2 42.2478 1 27.0000 2.39789527280
12 4 31.4552 1 0.0000 3.82864139650
12 4 31.4552 1 16.1429 3.93182563270
12 4 31.4552 1 33.0000 3.43398720450
13 4 41.8563 1 0.0000 0.00000000000
13 4 41.8563 1 17.0000 0.00000000000
13 4 41.8563 1 34.8571 0.00000000000
14 3 41.3196 1 0.0000 1.79175946920
14 3 41.3196 1 7.0000 3.43398720450
14 3 41.3196 1 11.7143 2.39789527280
14 3 41.3196 1 30.0000 2.39789527280
15 2 42.0862 1 0.0000 3.25809653800
15 2 42.0862 1 17.1429 4.26267987700
15 2 42.0862 1 35.8571 4.39444915470
16 1 34.0342 0 0.0000 3.71357206670
16 1 34.0342 0 7.2857 2.39789527280
16 1 34.0342 0 15.8571 3.43398720450
16 1 34.0342 0 25.2857 3.04452243770
17 3 44.6023 1 0.0000 3.04452243770
17 3 44.6023 1 16.4286 2.39789527280
17 3 44.6023 1 32.1429 2.39789527280
18 1 51.8275 1 0.0000 3.93182563270
18 1 51.8275 1 17.8571 3.71357206670
18 1 51.8275 1 32.0000 3.71357206670
19 1 46.1355 1 0.0000 2.77258872220
20 2 35.5811 0 0.0000 1.79175946920
21 3 32.2957 0 0.0000 3.25809653800
21 3 32.2957 0 18.7143 3.04452243770
22 4 26.9432 1 0.0000 3.04452243770
22 4 26.9432 1 12.0000 3.04452243770
23 3 43.7043 1 0.0000 2.77258872220
23 3 43.7043 1 16.0000 3.93182563270
23 3 43.7043 1 32.0000 3.43398720450
24 2 32.8761 1 0.0000 4.75359019110
24 2 32.8761 1 15.7143 3.04452243770
24 2 32.8761 1 23.0000 2.39789527280
25 1 38.9541 1 0.0000 4.11087386420
25 1 38.9541 1 4.0000 3.43398720450
25 1 38.9541 1 36.8571 3.93182563270
26 4 35.2608 1 0.0000 2.39789527280
26 4 35.2608 1 16.2857 3.71357206670
27 4 48.4517 0 0.0000 3.93182563270
27 4 48.4517 0 16.5714 3.43398720450
27 4 48.4517 0 30.8571 3.04452243770
28 3 39.5181 1 0.0000 4.11087386420
28 3 39.5181 1 16.0000 4.17438726990
28 3 39.5181 1 32.0000 3.61091791260
29 4 47.5099 1 0.0000 3.36729583000
29 4 47.5099 1 4.0000 2.99573227360
29 4 47.5099 1 8.0000 4.26267987700
29 4 47.5099 1 15.8571 3.80666248980
29 4 47.5099 1 23.8571 3.82864139650
29 4 47.5099 1 31.1429 3.73766961830
29 4 47.5099 1 38.8571 3.40119738170
30 3 42.1821 1 0.0000 2.19722457730
30 3 42.1821 1 8.1429 2.39789527280
30 3 42.1821 1 16.1429 2.48490664980
30 3 42.1821 1 23.8571 1.94591014910
30 3 42.1821 1 35.1429 1.94591014910
30 3 42.1821 1 37.7143 1.94591014910
31 4 34.6338 1 0.0000 3.04452243770
31 4 34.6338 1 6.8571 3.61091791260
31 4 34.6338 1 15.8571 3.43398720450
31 4 34.6338 1 23.8571 2.89037175790
31 4 34.6338 1 31.8571 3.17805383030
31 4 34.6338 1 39.8571 2.30258509300
32 1 37.3169 0 0.0000 1.94591014910
32 1 37.3169 0 7.5714 1.09861228870
32 1 37.3169 0 17.0000 2.30258509300
32 1 37.3169 0 25.5714 2.30258509300
32 1 37.3169 0 32.5714 2.70805020110
33 3 42.7077 1 0.0000 3.59731226060
33 3 42.7077 1 7.5714 3.17805383030
33 3 42.7077 1 15.5714 2.94443897920
33 3 42.7077 1 23.8571 3.09104245340
33 3 42.7077 1 31.8571 2.30258509300
34 3 32.1478 1 0.0000 3.80666248980
34 3 32.1478 1 7.0000 3.49650756150
34 3 32.1478 1 15.0000 3.49650756150
34 3 32.1478 1 24.0000 3.21887582490
34 3 32.1478 1 32.0000 3.13549421590
35 1 46.3436 1 0.0000 3.68887945410
35 1 46.3436 1 8.0000 3.78418963390
35 1 46.3436 1 16.0000 2.99573227360
35 1 46.3436 1 24.0000 3.40119738170
35 1 46.3436 1 32.0000 3.29583686600
35 1 46.3436 1 40.0000 2.83321334410
36 4 34.4148 1 0.0000 2.89037175790
36 4 34.4148 1 8.0000 3.40119738170
36 4 34.4148 1 17.0000 2.07944154170
36 4 34.4148 1 25.0000 2.48490664980
36 4 34.4148 1 34.0000 1.79175946920
37 4 36.5339 1 0.0000 3.29583686600
37 4 36.5339 1 9.0000 2.30258509300
37 4 36.5339 1 12.0000 2.77258872220
37 4 36.5339 1 16.0000 2.39789527280
37 4 36.5339 1 32.4286 2.30258509300
38 1 42.4641 1 0.0000 3.34990408730
38 1 42.4641 1 6.7143 2.94443897920
38 1 42.4641 1 15.7143 4.34380542190
38 1 42.4641 1 31.7143 2.94443897920
39 4 37.8453 1 0.0000 3.36729583000
39 4 37.8453 1 16.0000 3.09104245340
39 4 37.8453 1 32.5714 2.89037175790
40 2 24.1205 1 0.0000 2.44234703540
40 2 24.1205 1 16.0000 1.60943791240
41 3 40.1780 1 0.0000 4.08597631260
41 3 40.1780 1 15.0000 3.55534806150
41 3 40.1780 1 24.8571 3.68887945410
42 2 47.4442 1 0.0000 3.31418600470
42 2 47.4442 1 8.2857 2.83321334410
43 1 37.0021 1 0.0000 2.48490664980
43 1 37.0021 1 16.7143 1.60943791240
44 3 36.3614 1 0.0000 1.38629436110
44 3 36.3614 1 21.0000 3.97029191360
45 2 27.7207 1 0.0000 3.33220451020
45 2 27.7207 1 15.8571 4.55387689160
45 2 27.7207 1 35.0000 3.09104245340
45 2 27.7207 1 36.8571 3.29583686600
46 4 43.7591 1 0.0000 2.77258872220
46 4 43.7591 1 7.1429 4.11087386420
47 3 37.1143 1 0.0000 3.25809653800
47 3 37.1143 1 9.7143 2.39789527280
47 3 37.1143 1 16.8571 2.30258509300
48 1 38.8857 1 0.0000 2.67414864940
48 1 38.8857 1 15.7143 3.21887582490
48 1 38.8857 1 31.7143 2.56494935750
49 2 40.1287 1 0.0000 2.19722457730
49 2 40.1287 1 12.8571 3.17805383030
49 2 40.1287 1 32.8571 2.07944154170
50 4 31.4771 1 0.0000 3.04452243770
50 4 31.4771 1 15.0000 3.93182563270
50 4 31.4771 1 31.1429 3.71357206670
50 4 31.4771 1 38.4286 3.43398720450
51 3 35.0418 1 0.0000 2.39789527280
51 3 35.0418 1 12.4286 2.77258872220
51 3 35.0418 1 20.4286 2.19722457730
51 3 35.0418 1 27.4286 2.30258509300
51 3 35.0418 1 38.4286 4.44265125650
52 4 27.0198 1 0.0000 2.77258872220
52 4 27.0198 1 9.4286 3.43398720450
53 1 34.8008 1 0.0000 3.25809653800
53 1 34.8008 1 8.0000 2.39789527280
53 1 34.8008 1 13.5714 2.70805020110
54 4 37.8919 1 0.0000 2.19722457730
54 4 37.8919 1 8.0000 1.09861228870
54 4 37.8919 1 16.0000 1.09861228870
54 4 37.8919 1 24.1429 1.09861228870
54 4 37.8919 1 32.0000 0.69314718060
54 4 37.8919 1 40.0000 0.00000000000
55 4 47.2608 1 0.0000 3.25809653800
55 4 47.2608 1 9.7143 3.21887582490
55 4 47.2608 1 15.7143 3.49650756150
55 4 47.2608 1 31.7143 3.40119738170
56 1 40.3313 1 0.0000 1.70474809220
56 1 40.3313 1 8.1429 1.79175946920
56 1 40.3313 1 16.1429 0.69314718060
56 1 40.3313 1 25.4286 1.09861228870
56 1 40.3313 1 33.4286 0.69314718060
56 1 40.3313 1 39.1429 0.69314718060
57 3 31.5236 0 0.0000 1.94591014910
57 3 31.5236 0 18.1429 1.60943791240
57 3 31.5236 0 24.1429 1.60943791240
57 3 31.5236 0 38.1429 1.38629436110
58 3 38.5572 1 0.0000 3.93182563270
58 3 38.5572 1 8.0000 3.87120101090
58 3 38.5572 1 17.0000 3.49650756150
58 3 38.5572 1 24.0000 3.78418963390
58 3 38.5572 1 28.0000 3.66356164610
58 3 38.5572 1 32.2857 3.36729583000
59 2 37.4346 1 0.0000 3.46573590280
59 2 37.4346 1 8.0000 3.43398720450
59 2 37.4346 1 18.2857 2.63905732960
60 3 44.0192 1 0.0000 3.70130197410
60 3 44.0192 1 7.0000 2.94443897920
60 3 44.0192 1 15.0000 3.52636052460
60 3 44.0192 1 20.2857 2.70805020110
60 3 44.0192 1 23.0000 2.39789527280
60 3 44.0192 1 27.0000 3.17805383030
61 1 41.4812 1 0.0000 3.94158180770
61 1 41.4812 1 8.2857 4.04305126780
61 1 41.4812 1 16.1429 3.71357206670
61 1 41.4812 1 24.0000 3.76120011570
61 1 41.4812 1 32.2857 3.25809653800
62 4 38.9651 1 0.0000 3.55534806150
62 4 38.9651 1 6.8571 3.85014760170
62 4 38.9651 1 15.8571 2.99573227360
62 4 38.9651 1 23.8571 3.40119738170
62 4 38.9651 1 31.8571 3.25809653800
62 4 38.9651 1 39.1429 3.09104245340
63 3 37.0650 0 0.0000 2.07944154170
64 1 66.0945 0 0.0000 2.89037175790
64 1 66.0945 0 8.0000 2.83321334410
64 1 66.0945 0 16.8571 2.39789527280
64 1 66.0945 0 26.1429 1.94591014910
64 1 66.0945 0 35.1429 1.60943791240
65 3 51.9562 1 0.0000 3.89182029810
65 3 51.9562 1 8.2857 5.17048399500
65 3 51.9562 1 22.0000 4.63472898820
65 3 51.9562 1 34.2857 4.07753744390
66 1 46.1547 1 0.0000 3.46573590280
66 1 46.1547 1 17.8571 3.29583686600
66 1 46.1547 1 19.8571 3.40119738170
67 3 30.7680 1 0.0000 0.91629073190
68 2 29.3717 1 0.0000 1.94591014910
68 2 29.3717 1 9.0000 1.79175946920
68 2 29.3717 1 17.0000 2.48490664980
68 2 29.3717 1 25.0000 1.94591014910
68 2 29.3717 1 34.0000 2.70805020110
69 4 40.3422 1 0.0000 3.29583686600
69 4 40.3422 1 8.0000 2.48490664980
69 4 40.3422 1 16.0000 4.26267987700
69 4 40.3422 1 23.1429 2.70805020110
70 1 40.4682 1 0.0000 2.70805020110
71 1 40.9500 1 0.0000 2.63905732960
71 1 40.9500 1 6.5714 2.89037175790
71 1 40.9500 1 15.1429 2.77258872220
71 1 40.9500 1 25.2857 2.19722457730
71 1 40.9500 1 33.2857 2.63905732960
72 1 43.2252 1 0.0000 2.19722457730
72 1 43.2252 1 8.4286 2.07944154170
72 1 43.2252 1 16.4286 3.04452243770
72 1 43.2252 1 34.4286 1.60943791240
73 4 36.6653 1 0.0000 2.56494935750
73 4 36.6653 1 8.1429 3.13549421590
73 4 36.6653 1 17.1429 3.82864139650
73 4 36.6653 1 26.1429 2.39789527280
73 4 36.6653 1 34.1429 2.89037175790
74 3 43.4086 1 0.0000 2.60268968540
74 3 43.4086 1 8.2857 2.99573227360
74 3 43.4086 1 16.0000 2.48490664980
74 3 43.4086 1 24.0000 2.30258509300
74 3 43.4086 1 32.0000 2.30258509300
75 3 40.6160 0 0.0000 2.30258509300
75 3 40.6160 0 8.2857 2.77258872220
75 3 40.6160 0 18.2857 2.19722457730
75 3 40.6160 0 34.0000 2.39789527280
76 3 33.4374 1 0.0000 2.56494935750
76 3 33.4374 1 7.1429 2.77258872220
76 3 33.4374 1 15.7143 2.94443897920
76 3 33.4374 1 24.8571 3.21887582490
76 3 33.4374 1 32.8571 2.48490664980
77 2 29.9302 1 0.0000 2.44234703540
77 2 29.9302 1 9.2857 2.77258872220
78 2 41.4620 1 0.0000 2.80336038090
78 2 41.4620 1 8.4286 2.77258872220
78 2 41.4620 1 17.4286 3.98898404660
78 2 41.4620 1 25.4286 2.99573227360
79 2 36.8433 0 0.0000 3.36729583000
79 2 36.8433 0 3.0000 3.71357206670
80 4 43.3265 1 0.0000 2.07944154170
80 4 43.3265 1 8.5714 2.89037175790
80 4 43.3265 1 16.5714 3.36729583000
80 4 43.3265 1 25.0000 2.70805020110
80 4 43.3265 1 33.0000 3.21887582490
81 4 39.5373 1 0.0000 2.94443897920
81 4 39.5373 1 8.7143 3.71357206670
81 4 39.5373 1 17.7143 3.63758615970
81 4 39.5373 1 25.1429 2.99573227360
81 4 39.5373 1 34.0000 2.70805020110
82 1 33.5633 1 0.0000 2.77258872220
82 1 33.5633 1 7.2857 2.07944154170
82 1 33.5633 1 16.0000 2.56494935750
82 1 33.5633 1 24.2857 1.79175946920
82 1 33.5633 1 32.2857 2.07944154170
83 2 28.8624 1 0.0000 3.66356164610
83 2 28.8624 1 9.0000 4.91265488570
83 2 28.8624 1 18.0000 3.80666248980
83 2 28.8624 1 26.0000 3.91202300540
83 2 28.8624 1 40.0000 2.48490664980
84 4 45.2621 1 0.0000 2.48490664980
84 4 45.2621 1 9.0000 1.79175946920
84 4 45.2621 1 17.0000 2.63905732960
84 4 45.2621 1 23.2857 2.70805020110
84 4 45.2621 1 30.1429 2.99573227360
84 4 45.2621 1 38.8571 2.30258509300
85 1 48.3806 1 0.0000 1.94591014910
86 2 53.0048 1 0.0000 2.30258509300
86 2 53.0048 1 8.0000 2.63905732960
87 4 43.3867 1 0.0000 2.63905732960
87 4 43.3867 1 7.5714 1.94591014910
87 4 43.3867 1 13.7143 2.94443897920
87 4 43.3867 1 30.0000 2.30258509300
87 4 43.3867 1 37.7143 2.07944154170
88 3 48.1588 1 0.0000 3.70130197410
88 3 48.1588 1 11.0000 2.19722457730
88 3 48.1588 1 22.0000 2.30258509300
89 1 42.4723 1 0.0000 1.79175946920
90 3 41.6427 1 0.0000 3.51154543880
91 4 45.4620 1 0.0000 3.98898404660
91 4 45.4620 1 15.8571 4.34380542190
91 4 45.4620 1 31.1429 5.22574667370
91 4 45.4620 1 39.1429 4.92725368520
92 3 36.0958 1 0.0000 3.40119738170
92 3 36.0958 1 15.8571 3.43398720450
92 3 36.0958 1 25.8571 2.30258509300
93 4 46.8720 1 0.0000 2.48490664980
93 4 46.8720 1 17.4286 2.89037175790
94 2 40.6543 1 0.0000 3.77276093810
95 3 25.4237 1 0.0000 2.89037175790
96 2 36.9692 1 0.0000 2.07944154170
96 2 36.9692 1 16.5714 2.07944154170
97 1 50.9021 1 0.0000 3.72569342720
97 1 50.9021 1 16.1429 2.99573227360
98 2 37.8207 1 0.0000 1.70474809220
98 2 37.8207 1 7.8571 1.38629436110
98 2 37.8207 1 14.8571 1.60943791240
98 2 37.8207 1 20.8571 1.79175946920
98 2 37.8207 1 37.8571 1.38629436110
99 2 26.0014 1 0.0000 1.79175946920
99 2 26.0014 1 8.5714 1.60943791240
99 2 26.0014 1 17.5714 2.30258509300
99 2 26.0014 1 24.8571 1.94591014910
99 2 26.0014 1 32.8571 1.60943791240
100 1 52.8789 1 0.0000 2.19722457730
100 1 52.8789 1 7.8571 1.94591014910
101 4 41.1526 1 0.0000 2.80336038090
101 4 41.1526 1 7.8571 2.77258872220
101 4 41.1526 1 14.5714 2.70805020110
101 4 41.1526 1 23.8571 2.39789527280
101 4 41.1526 1 31.5714 2.63905732960
101 4 41.1526 1 39.5714 2.30258509300
102 3 49.7632 1 0.0000 3.33220451020
103 4 40.0712 1 0.0000 2.86220088090
103 4 40.0712 1 7.8571 2.70805020110
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975 2 35.9097 1 0.0000 2.77258872220
975 2 35.9097 1 6.7143 2.39789527280
975 2 35.9097 1 15.0000 1.79175946920
975 2 35.9097 1 21.8571 2.70805020110
975 2 35.9097 1 31.7143 1.94591014910
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977 2 27.6057 0 16.5714 1.94591014910
977 2 27.6057 0 34.1429 1.94591014910
978 1 48.9418 1 0.0000 3.33220451020
978 1 48.9418 1 15.8571 3.91202300540
978 1 48.9418 1 32.5714 2.56494935750
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980 2 37.7604 1 8.5714 3.17805383030
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981 3 36.8049 1 8.0000 3.76120011570
981 3 36.8049 1 16.0000 3.71357206670
981 3 36.8049 1 31.0000 2.83321334410
981 3 36.8049 1 36.0000 3.25809653800
982 1 44.7228 1 0.0000 3.33220451020
982 1 44.7228 1 16.1429 2.48490664980
982 1 44.7228 1 32.4286 2.63905732960
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983 4 41.9110 1 16.8571 2.56494935750
983 4 41.9110 1 30.4286 2.83321334410
984 1 59.8001 1 0.0000 3.89182029810
984 1 59.8001 1 10.0000 3.36729583000
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985 4 36.8350 1 10.0000 1.79175946920
986 4 32.4682 1 0.0000 4.46590811870
986 4 32.4682 1 17.4286 3.33220451020
986 4 32.4682 1 30.8571 3.55534806150
986 4 32.4682 1 39.5714 3.36729583000
987 4 33.1608 1 0.0000 2.39789527280
987 4 33.1608 1 7.8571 2.99573227360
987 4 33.1608 1 15.8571 1.79175946920
987 4 33.1608 1 32.1429 1.79175946920
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988 3 41.9959 1 8.0000 2.83321334410
988 3 41.9959 1 16.0000 2.63905732960
988 3 41.9959 1 32.0000 3.29583686600
989 2 31.4935 0 0.0000 2.83321334410
989 2 31.4935 0 17.0000 2.63905732960
989 2 31.4935 0 31.0000 2.89037175790
990 2 42.1383 1 0.0000 2.48490664980
990 2 42.1383 1 8.0000 4.58496747870
990 2 42.1383 1 15.5714 3.78418963390
990 2 42.1383 1 32.0000 3.29583686600
990 2 42.1383 1 33.5714 3.13549421590
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991 3 36.7365 0 16.0000 3.09104245340
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992 1 29.8015 1 16.0000 2.94443897920
992 1 29.8015 1 32.0000 3.21887582490
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993 3 34.3326 0 7.7143 5.12396397940
993 3 34.3326 0 15.7143 5.07517381520
993 3 34.3326 0 31.5714 4.79579054560
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996 2 30.2313 0 17.0000 2.07944154170
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997 2 31.5893 1 15.8571 3.09104245340
997 2 31.5893 1 26.5714 2.56494935750
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998 3 51.4880 1 16.2857 4.09434456220
998 3 51.4880 1 31.2857 3.21887582490
999 1 28.8104 1 0.0000 2.67414864940
999 1 28.8104 1 16.0000 0.00000000000
999 1 28.8104 1 24.1429 2.56494935750
1000 2 41.2649 1 0.0000 3.51154543880
1000 2 41.2649 1 7.7143 3.66356164610
1000 2 41.2649 1 16.4286 3.40119738170
1000 2 41.2649 1 24.8571 3.46573590280
1000 2 41.2649 1 33.4286 2.99573227360
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1001 4 50.7789 1 8.0000 4.26267987700
1001 4 50.7789 1 17.0000 3.49650756150
1001 4 50.7789 1 23.8571 4.35670882670
1002 4 30.6201 0 0.0000 1.50407739680
1002 4 30.6201 0 7.5714 2.30258509300
1002 4 30.6201 0 16.5714 1.38629436110
1002 4 30.6201 0 23.8571 1.38629436110
1002 4 30.6201 0 32.0000 2.19722457730
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1003 4 39.2252 1 4.4286 2.94443897920
1003 4 39.2252 1 12.4286 2.07944154170
1003 4 39.2252 1 21.1429 3.46573590280
1003 4 39.2252 1 29.2857 2.83321334410
1003 4 39.2252 1 37.4286 3.80666248980
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1004 1 32.4490 1 15.8571 1.79175946920
1004 1 32.4490 1 25.0000 2.19722457730
1004 1 32.4490 1 33.1429 1.09861228870
1004 1 32.4490 1 40.0000 2.70805020110
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1005 3 39.8193 1 19.5714 1.79175946920
1006 1 36.6051 1 0.0000 3.95124371860
1006 1 36.6051 1 8.0000 3.61091791260
1006 1 36.6051 1 16.0000 1.79175946920
1006 1 36.6051 1 22.2857 1.79175946920
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1007 3 38.5818 1 9.7143 1.38629436110
1007 3 38.5818 1 18.7143 1.60943791240
1007 3 38.5818 1 27.1429 1.79175946920
1007 3 38.5818 1 37.1429 1.60943791240
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1008 2 30.5599 0 2.5714 5.04342511690
1008 2 30.5599 0 13.7143 3.43398720450
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1009 1 34.0397 1 17.8571 4.27666611900
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1009 1 34.0397 1 36.1429 2.83321334410
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1010 2 34.8227 1 17.4286 1.79175946920
1010 2 34.8227 1 24.1429 1.38629436110
1010 2 34.8227 1 32.1429 1.94591014910
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1011 1 31.1321 1 7.2857 3.33220451020
1011 1 31.1321 1 14.8571 3.33220451020
1011 1 31.1321 1 32.7143 3.17805383030
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1012 1 29.7960 1 8.7143 2.48490664980
1012 1 29.7960 1 17.1429 2.83321334410
1012 1 29.7960 1 22.0000 2.19722457730
1012 1 29.7960 1 31.0000 1.60943791240
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1015 4 27.9754 1 40.0000 5.09375020080
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1016 4 37.9493 1 8.4286 0.69314718060
1016 4 37.9493 1 17.8571 1.38629436110
1016 4 37.9493 1 26.7143 1.09861228870
1016 4 37.9493 1 29.8571 0.69314718060
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1019 2 44.4791 1 8.7143 4.46590811870
1019 2 44.4791 1 15.8571 3.85014760170
1019 2 44.4791 1 24.8571 3.29583686600
1019 2 44.4791 1 31.7143 3.36729583000
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1020 3 25.8289 1 8.0000 3.29583686600
1020 3 25.8289 1 16.0000 3.89182029810
1020 3 25.8289 1 25.0000 2.48490664980
1020 3 25.8289 1 32.0000 3.29583686600
1021 1 52.6324 1 9.0000 1.94591014910
1021 1 52.6324 1 17.0000 1.94591014910
1021 1 52.6324 1 27.0000 1.60943791240
1021 1 52.6324 1 32.8571 1.94591014910
1022 1 32.9008 0 0.0000 1.94591014910
1022 1 32.9008 0 8.7143 3.91202300540
1022 1 32.9008 0 16.8571 2.89037175790
1022 1 32.9008 0 24.0000 2.83321334410
1022 1 32.9008 0 28.8571 2.39789527280
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1024 2 38.3107 1 5.8571 3.58351893850
1024 2 38.3107 1 17.8571 2.99573227360
1024 2 38.3107 1 34.8571 3.33220451020
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1025 4 35.8658 1 8.2857 3.87120101090
1025 4 35.8658 1 16.0000 2.63905732960
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1026 2 31.8439 0 7.4286 2.70805020110
1026 2 31.8439 0 13.2857 2.39789527280
1026 2 31.8439 0 25.1429 1.38629436110
1026 2 31.8439 0 34.1429 2.07944154170
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1027 3 24.0657 1 7.7143 3.85014760170
1027 3 24.0657 1 11.7143 4.31748811350
1027 3 24.0657 1 28.0000 3.46573590280
1027 3 24.0657 1 34.8571 3.63758615970
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1028 4 23.3922 1 28.0000 2.48490664980
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1029 1 29.9302 1 16.4286 4.17438726990
1029 1 29.9302 1 31.5714 3.43398720450
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1030 4 38.9405 1 31.2857 2.99573227360
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1031 2 23.8604 0 19.2857 1.94591014910
1031 2 23.8604 0 34.4286 1.94591014910
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1032 3 25.3717 0 17.1429 1.79175946920
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1033 2 45.8344 1 16.0000 2.39789527280
1033 2 45.8344 1 28.4286 2.07944154170
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1034 3 41.1745 1 18.7143 3.29583686600
1034 3 41.1745 1 23.7143 3.36729583000
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1035 4 32.1369 1 16.2857 6.29710931990
1035 4 32.1369 1 25.2857 5.35658627470
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1036 1 35.0773 1 16.2857 3.04452243770
1036 1 35.0773 1 23.0000 4.07753744390
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1037 4 34.4613 0 9.0000 4.84418708650
1037 4 34.4613 0 16.8571 3.98898404660
1037 4 34.4613 0 25.2857 4.40671924730
1037 4 34.4613 0 33.0000 4.06044301050
1037 4 34.4613 0 40.0000 4.15888308340
1038 3 38.1711 0 0.0000 3.91202300540
1038 3 38.1711 0 11.0000 3.66356164610
1038 3 38.1711 0 30.1429 3.52636052460
1039 1 36.5914 1 0.0000 0.69314718060
1039 1 36.5914 1 12.5714 1.79175946920
1039 1 36.5914 1 19.4286 1.38629436110
1039 1 36.5914 1 27.4286 0.69314718060
1039 1 36.5914 1 32.8571 1.09861228870
1039 1 36.5914 1 39.8571 1.60943791240
1040 2 39.0828 1 0.0000 2.89037175790
1040 2 39.0828 1 9.7143 2.89037175790
1040 2 39.0828 1 39.7143 2.48490664980
1041 1 45.8973 1 0.0000 2.99573227360
1041 1 45.8973 1 8.7143 2.48490664980
1041 1 45.8973 1 17.7143 3.09104245340
1041 1 45.8973 1 25.7143 2.94443897920
1041 1 45.8973 1 33.1429 1.94591014910
1042 4 45.5003 1 0.0000 0.69314718060
1042 4 45.5003 1 7.0000 0.69314718060
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1043 2 35.7837 0 11.0000 1.94591014910
1043 2 35.7837 0 18.7143 1.38629436110
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1045 2 48.1342 1 0.0000 1.79175946920
1045 2 48.1342 1 6.8571 1.79175946920
1045 2 48.1342 1 15.5714 1.94591014910
1045 2 48.1342 1 24.5714 1.60943791240
1045 2 48.1342 1 33.5714 1.38629436110
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1047 1 42.2040 1 9.0000 2.63905732960
1047 1 42.2040 1 18.5714 2.39789527280
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1048 3 38.6256 0 40.0000 2.56494935750
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1050 1 56.8816 1 9.7143 2.89037175790
1050 1 56.8816 1 13.1429 3.46573590280
1050 1 56.8816 1 25.5714 1.94591014910
1050 1 56.8816 1 40.0000 1.60943791240
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1051 4 44.2053 1 16.5714 1.09861228870
1051 4 44.2053 1 40.0000 1.60943791240
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1052 2 40.7173 1 6.7143 3.13549421590
1052 2 40.7173 1 16.0000 2.39789527280
1052 2 40.7173 1 24.0000 2.19722457730
1052 2 40.7173 1 32.0000 3.21887582490
1052 2 40.7173 1 40.0000 1.38629436110
1053 3 45.1362 1 0.0000 2.01490302050
1053 3 45.1362 1 9.0000 1.60943791240
1053 3 45.1362 1 17.5714 1.60943791240
1053 3 45.1362 1 24.2857 0.69314718060
1053 3 45.1362 1 39.1429 1.09861228870
1054 1 29.2895 1 0.0000 2.07944154170
1054 1 29.2895 1 8.4286 1.94591014910
1054 1 29.2895 1 17.1429 1.94591014910
1054 1 29.2895 1 24.2857 2.89037175790
1054 1 29.2895 1 33.4286 2.77258872220
1054 1 29.2895 1 39.5714 0.69314718060
1055 3 31.6906 1 0.0000 2.56494935750
1055 3 31.6906 1 8.7143 2.99573227360
1055 3 31.6906 1 15.8571 1.79175946920
1055 3 31.6906 1 22.7143 2.56494935750
1055 3 31.6906 1 32.7143 2.39789527280
1056 4 30.6010 1 0.0000 4.43675153440
1056 4 30.6010 1 8.8571 4.91998092580
1056 4 30.6010 1 16.0000 4.91998092580
1057 4 48.0411 0 0.0000 3.70130197410
1057 4 48.0411 0 16.5714 3.36729583000
1058 1 24.5914 1 0.0000 4.11087386420
1058 1 24.5914 1 20.7143 3.58351893850
1058 1 24.5914 1 23.7143 3.40119738170
1059 2 28.5284 1 0.0000 2.52572864430
1059 2 28.5284 1 16.0000 2.77258872220
1059 2 28.5284 1 30.1429 2.77258872220
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1060 3 42.7077 1 15.8571 0.00000000000
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1061 4 39.4196 0 17.0000 1.09861228870
1061 4 39.4196 0 33.0000 3.17805383030
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1062 2 33.5168 1 8.0000 3.21887582490
1062 2 33.5168 1 17.2857 1.94591014910
1062 2 33.5168 1 33.1429 1.79175946920
1063 2 30.9651 0 0.0000 2.52572864430
1064 4 39.8084 1 0.0000 2.60268968540
1065 1 54.6283 1 0.0000 3.82864139650
1065 1 54.6283 1 8.0000 4.15888308340
1065 1 54.6283 1 16.5714 4.04305126780
1065 1 54.6283 1 24.8571 3.66356164610
1065 1 54.6283 1 32.8571 3.17805383030
1066 2 44.9172 1 0.0000 1.60943791240
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1067 3 47.2909 1 8.0000 1.09861228870
1067 3 47.2909 1 16.8571 1.94591014910
1067 3 47.2909 1 24.1429 1.38629436110
1067 3 47.2909 1 32.1429 0.69314718060
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1069 3 33.2594 1 8.7143 2.94443897920
1069 3 33.2594 1 16.7143 2.39789527280
1069 3 33.2594 1 24.7143 2.30258509300
1069 3 33.2594 1 32.7143 1.79175946920
1070 2 30.1903 1 0.0000 3.40119738170
1070 2 30.1903 1 8.0000 3.80666248980
1070 2 30.1903 1 15.0000 2.19722457730
1070 2 30.1903 1 23.0000 2.48490664980
1070 2 30.1903 1 26.7143 2.63905732960
1070 2 30.1903 1 30.7143 2.19722457730
1071 1 29.1335 1 0.0000 0.00000000000
1071 1 29.1335 1 8.2857 0.00000000000
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1072 4 31.9316 1 8.0000 4.53259949320
1072 4 31.9316 1 16.0000 3.63758615970
1072 4 31.9316 1 24.0000 3.46573590280
1072 4 31.9316 1 32.0000 3.78418963390
1072 4 31.9316 1 39.0000 3.25809653800
1073 2 30.5325 1 0.0000 1.38629436110
1073 2 30.5325 1 8.5714 2.30258509300
1073 2 30.5325 1 17.7143 0.00000000000
1073 2 30.5325 1 21.7143 0.00000000000
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1074 4 30.1656 1 7.5714 3.43398720450
1074 4 30.1656 1 15.5714 1.94591014910
1074 4 30.1656 1 23.5714 2.63905732960
1074 4 30.1656 1 31.5714 1.38629436110
1075 1 35.6523 1 0.0000 2.91777073210
1075 1 35.6523 1 8.0000 4.75359019110
1075 1 35.6523 1 17.0000 3.87120101090
1075 1 35.6523 1 26.0000 2.94443897920
1075 1 35.6523 1 34.0000 2.19722457730
1076 3 32.4271 1 0.0000 4.54329478230
1076 3 32.4271 1 8.0000 3.82864139650
1076 3 32.4271 1 16.8571 3.29583686600
1076 3 32.4271 1 24.4286 2.63905732960
1076 3 32.4271 1 32.1429 2.70805020110
1076 3 32.4271 1 39.1429 2.56494935750
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1077 4 46.3874 1 9.2857 2.48490664980
1077 4 46.3874 1 16.0000 3.36729583000
1077 4 46.3874 1 24.1429 3.73766961830
1077 4 46.3874 1 32.1429 3.40119738170
1077 4 46.3874 1 40.0000 2.39789527280
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1078 2 60.6653 1 3.7143 2.94443897920
1079 1 35.6879 1 0.0000 2.99573227360
1079 1 35.6879 1 8.0000 2.89037175790
1079 1 35.6879 1 16.0000 2.19722457730
1079 1 35.6879 1 23.8571 2.70805020110
1080 1 49.3361 1 0.0000 3.40119738170
1080 1 49.3361 1 8.8571 3.52636052460
1081 3 39.8248 1 0.0000 3.92197333630
1081 3 39.8248 1 8.1429 5.19295685090
1081 3 39.8248 1 15.8571 5.12396397940
1081 3 39.8248 1 25.0000 4.99043258680
1081 3 39.8248 1 33.8571 4.44265125650
1082 3 41.0760 1 0.0000 1.79175946920
1082 3 41.0760 1 8.0000 3.97029191360
1082 3 41.0760 1 16.0000 4.31748811350
1082 3 41.0760 1 24.0000 4.43081679880
1082 3 41.0760 1 32.0000 3.78418963390
1083 2 47.8713 1 0.0000 2.91777073210
1083 2 47.8713 1 8.0000 3.61091791260
1083 2 47.8713 1 16.0000 3.13549421590
1083 2 47.8713 1 23.8571 3.85014760170
1083 2 47.8713 1 31.8571 3.78418963390
1084 4 31.4497 1 0.0000 3.74950407590
1084 4 31.4497 1 7.8571 3.63758615970
1084 4 31.4497 1 16.0000 4.12713438500
1084 4 31.4497 1 23.8571 3.04452243770
1084 4 31.4497 1 28.7143 3.04452243770
1085 4 33.7851 1 0.0000 3.82864139650
1085 4 33.7851 1 16.0000 4.09434456220
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1293 1 33.9083 1 8.0000 3.40119738170
1293 1 33.9083 1 16.0000 3.71357206670
1293 1 33.9083 1 26.0000 3.49650756150
1293 1 33.9083 1 34.0000 2.94443897920
1294 2 33.5441 1 0.0000 1.70474809220
1294 2 33.5441 1 7.5714 0.69314718060
1295 4 51.7810 1 0.0000 2.01490302050
1295 4 51.7810 1 7.4286 1.79175946920
1295 4 51.7810 1 15.0000 1.60943791240
1295 4 51.7810 1 22.5714 1.09861228870
1295 4 51.7810 1 33.7143 1.60943791240
1296 1 25.7495 1 0.0000 3.13549421590
1296 1 25.7495 1 9.0000 3.52636052460
1296 1 25.7495 1 14.2857 3.33220451020
1296 1 25.7495 1 21.4286 2.07944154170
1296 1 25.7495 1 31.5714 3.09104245340
1297 3 39.8768 1 0.0000 2.07944154170
1297 3 39.8768 1 8.1429 1.38629436110
1297 3 39.8768 1 16.8571 0.00000000000
1298 1 17.9138 1 0.0000 1.79175946920
1298 1 17.9138 1 7.5714 1.79175946920
1298 1 17.9138 1 23.5714 1.38629436110
1299 3 36.4025 1 0.0000 0.00000000000
1299 3 36.4025 1 17.7143 2.56494935750
1300 3 34.6831 1 0.0000 2.52572864430
1300 3 34.6831 1 9.7143 5.68357976730
1300 3 34.6831 1 18.8571 3.25809653800
1300 3 34.6831 1 27.8571 3.58351893850
1300 3 34.6831 1 32.0000 3.33220451020
1300 3 34.6831 1 40.0000 3.29583686600
1301 4 26.6420 1 0.0000 2.14006616350
1301 4 26.6420 1 5.5714 3.33220451020
1301 4 26.6420 1 13.5714 3.49650756150
1301 4 26.6420 1 21.5714 3.21887582490
1301 4 26.6420 1 31.8571 2.39789527280
1302 3 24.1697 1 0.0000 2.35137525720
1302 3 24.1697 1 6.8571 2.30258509300
1302 3 24.1697 1 14.8571 2.56494935750
1302 3 24.1697 1 25.1429 1.09861228870
1302 3 24.1697 1 34.1429 2.70805020110
1303 4 28.8569 1 0.0000 1.60943791240
1303 4 28.8569 1 8.4286 1.79175946920
1303 4 28.8569 1 21.0000 1.60943791240
1303 4 28.8569 1 30.4286 1.38629436110
1303 4 28.8569 1 39.1429 1.60943791240
1304 2 24.6762 1 0.0000 3.17805383030
1304 2 24.6762 1 7.8571 2.77258872220
1304 2 24.6762 1 15.8571 2.56494935750
1304 2 24.6762 1 31.5714 1.94591014910
1304 2 24.6762 1 34.5714 2.39789527280
1305 1 37.6400 1 0.0000 2.99573227360
1305 1 37.6400 1 16.5714 2.19722457730
1305 1 37.6400 1 34.0000 2.77258872220
1305 1 37.6400 1 37.1429 0.00000000000
1306 3 18.7105 1 0.0000 3.59731226060
1306 3 18.7105 1 7.4286 4.71849887130
1306 3 18.7105 1 13.5714 2.83321334410
1306 3 18.7105 1 20.8571 2.48490664980
1307 3 14.9021 1 0.0000 2.44234703540
1307 3 14.9021 1 4.1429 2.70805020110
1307 3 14.9021 1 11.5714 1.94591014910
1307 3 14.9021 1 20.2857 2.83321334410
1307 3 14.9021 1 28.2857 2.30258509300
1308 1 30.7543 1 0.0000 1.38629436110
1308 1 30.7543 1 8.7143 1.79175946920
1308 1 30.7543 1 16.7143 1.09861228870
1308 1 30.7543 1 25.7143 1.94591014910
1308 1 30.7543 1 33.7143 1.38629436110
1309 3 39.4579 1 0.0000 2.25129179860
1309 3 39.4579 1 8.8571 3.04452243770
1309 3 39.4579 1 15.8571 1.79175946920
1309 3 39.4579 1 24.8571 2.19722457730
1309 3 39.4579 1 34.4286 2.30258509300
1310 4 31.5044 1 0.0000 0.69314718060
1311 4 53.6482 1 0.0000 2.19722457730
1311 4 53.6482 1 8.1429 2.07944154170
1311 4 53.6482 1 18.1429 0.69314718060
1311 4 53.6482 1 25.5714 0.00000000000
1311 4 53.6482 1 31.4286 2.30258509300
1312 1 42.2423 1 0.0000 3.31418600470
1312 1 42.2423 1 7.7143 2.70805020110
1313 1 15.8412 0 0.0000 4.98360662170
1313 1 15.8412 0 7.2857 4.15888308340
1313 1 15.8412 0 20.0000 4.40671924730
1313 1 15.8412 0 27.0000 3.55534806150
1313 1 15.8412 0 35.0000 3.46573590280
")
names(cd4) <- c("id", "group", "age", "sex", "week", "logcd4")
cd4$trt <- ifelse(cd4$group == 4,1,0)
cd4$week_16 <- pmax(cd4$week -16,0)
cd4$w16 <- cd4$week_16 - cd4$week
cd4$id <- as.factor(cd4$id)
cd4<-data.frame(cd4)
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