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Biostatistics and Bioinformatics Branch (BBB)

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Hotelling T^2 Tests Based on Sib-ship Data

Example data

1 1 2 3 1 2 2 2 1 2 1 2 1 2 1 1 1 2 2 2 1 1 1 1 1 1 2 2 1 2 1 2 1 2
1 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 4 2 3 2 1 1 2 1 2 1 2 1 2 1 1 1 1 2 1 1 2 2 1 2 1 2 1 2 1 1 2 2 1
2 1 2 3 2 2 2 2 2 2 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1 2 2 1 2 1 2 2 2
2 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
2 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
2 4 2 3 1 1 2 2 2 2 1 2 1 1 1 1 1 1 2 2 1 2 1 1 1 1 2 2 1 2 2 1 2 2
3 1 2 3 1 2 1 2 2 2 1 1 1 1 1 1 1 1 1 2 1 2 1 2 1 2 1 2 1 2 1 2 1 1
3 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
3 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
3 4 2 3 2 2 2 2 1 2 1 1 1 1 1 1 1 1 2 1 1 2 1 1 1 1 2 2 2 2 1 2 1 1
3 5 2 3 2 1 1 2 2 1 1 1 1 1 1 1 1 1 2 1 2 2 1 2 1 1 2 2 2 2 1 1 1 2
4 1 2 3 1 2 2 2 1 1 1 1 1 1 1 1 1 1 2 2 2 2 1 1 1 1 2 2 1 2 1 2 1 2
4 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
4 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
4 4 2 3 1 2 2 1 1 2 2 1 1 2 1 1 1 1 2 2 2 2 1 1 1 1 2 2 1 1 2 1 1 1
4 5 2 3 1 1 1 1 1 2 1 2 2 1 1 1 1 1 1 1 2 1 1 1 1 1 2 2 1 1 2 2 1 1
4 6 2 3 2 1 1 1 1 2 1 1 2 2 1 1 1 1 2 1 2 1 1 1 1 1 2 2 1 1 2 1 1 2
5 1 2 3 1 2 1 2 2 2 2 2 2 2 1 1 1 2 2 2 1 2 1 2 1 2 1 2 1 2 1 2 2 2
5 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
5 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
5 4 2 3 2 1 2 2 2 1 2 2 2 2 1 1 0 0 1 2 2 1 1 1 1 2 2 2 2 1 1 2 2 1
5 5 2 3 2 1 1 2 2 1 2 1 2 1 1 1 0 0 2 2 2 1 1 2 1 2 2 1 2 1 1 2 2 2
6 1 2 3 1 2 1 2 1 2 1 2 1 2 1 1 0 0 2 2 1 2 2 2 2 2 1 1 2 2 1 1 2 2
6 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
6 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
6 4 2 3 2 1 2 1 1 2 2 2 2 2 1 1 1 1 2 2 1 2 1 1 2 1 1 2 2 1 1 1 2 1
7 1 2 3 1 2 1 2 1 2 1 2 1 2 1 1 1 2 1 2 1 2 1 1 1 1 2 2 1 1 2 2 1 1
7 2 0 0 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
7 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
7 4 2 3 2 1 1 1 2 2 1 2 1 2 1 1 1 2 0 0 1 2 1 1 1 2 0 0 2 1 2 2 0 0
8 1 2 3 1 2 1 1 2 2 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1 2 2 1 1 2 2 1 1
8 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
8 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
8 4 2 3 1 1 2 2 2 2 1 2 1 1 1 1 1 1 1 2 1 1 2 1 1 1 2 2 2 1 1 2 2 1
9 1 2 3 2 2 1 2 1 2 1 2 1 2 1 1 1 1 1 2 1 2 1 2 1 2 1 2 1 2 1 2 1 2
9 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
9 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
9 4 2 3 1 1 1 2 1 2 1 2 1 2 1 1 1 2 1 1 2 1 2 2 2 2 1 1 2 2 2 1 1 2
10 1 2 3 2 2 1 1 2 2 2 2 2 2 1 1 1 1 2 2 1 2 1 2 1 2 1 2 1 2 1 2 1 2
10 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
10 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
10 4 2 3 2 2 1 1 2 2 2 2 2 2 1 1 1 1 2 2 1 2 2 1 1 1 2 2 2 1 1 1 1 2
10 5 2 3 2 1 1 1 2 2 2 2 2 2 1 1 1 1 2 2 2 2 2 1 2 1 2 2 1 2 1 2 2 1
11 1 2 3 1 2 1 2 2 2 2 2 2 2 1 1 2 2 1 2 1 2 1 1 1 1 2 2 1 2 1 2 2 2
11 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
11 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
11 4 2 3 2 1 1 1 2 2 2 2 2 2 1 2 2 2 2 1 1 2 1 1 1 1 2 2 1 1 2 1 2 2
12 1 2 3 2 2 2 2 1 2 1 2 1 2 1 2 1 1 2 2 1 1 1 1 1 1 2 2 1 2 1 2 1 2
12 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
12 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
12 4 2 3 2 1 2 2 2 2 1 1 2 1 1 1 1 1 2 2 1 1 1 1 1 1 2 2 1 1 2 2 2 2
13 1 2 3 1 2 1 2 2 2 2 2 2 2 1 1 1 2 1 2 0 0 1 1 1 1 2 2 2 2 1 1 2 2
13 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
13 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
13 4 2 3 1 1 1 2 2 2 2 2 2 2 1 1 2 1 2 1 0 0 1 1 1 1 2 2 1 2 1 1 1 1
13 5 2 3 2 1 2 2 2 2 2 1 2 1 1 1 1 1 2 1 0 0 1 1 1 1 2 2 2 2 2 2 2 2
14 1 2 3 1 2 1 2 1 2 1 2 1 2 1 1 1 1 2 2 1 1 1 1 1 1 2 2 2 2 1 1 2 2
14 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
14 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
14 4 2 3 1 2 1 2 2 1 2 1 2 1 1 1 1 1 2 2 2 1 1 1 1 1 2 2 1 1 1 2 1 2
14 5 2 3 1 1 1 2 2 1 2 1 2 1 1 1 1 1 2 2 2 1 1 1 1 1 2 2 2 1 1 2 2 2
15 1 2 3 1 2 1 1 2 2 2 2 2 2 1 1 2 2 2 2 1 2 1 2 1 2 1 2 2 2 1 1 2 2
15 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
15 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
15 4 2 3 2 1 1 2 2 1 1 1 2 1 1 1 2 2 2 2 2 2 2 1 2 1 1 2 2 2 2 1 2 2
16 1 2 3 1 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 1 2 1 2 1 2 1 2 1 2 1 2 1 2
16 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
16 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
16 4 2 3 1 1 2 2 2 1 2 2 2 1 1 1 1 1 2 2 1 1 2 2 2 2 2 1 1 2 1 2 2 1
17 1 2 3 1 2 1 1 1 2 1 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1 2 2 1 2 1 2 1 2
17 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
17 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
17 4 2 3 1 2 1 1 2 2 2 1 2 2 1 1 1 2 2 2 2 1 1 1 1 1 2 2 2 2 1 1 2 1
17 5 2 3 1 1 1 2 2 1 1 2 2 1 1 1 1 2 2 1 1 1 1 1 1 1 2 2 2 2 1 2 2 1
18 1 2 3 1 2 1 2 2 2 1 2 1 2 1 1 1 1 2 2 1 2 1 2 1 2 1 2 1 1 2 2 1 1
18 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
18 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
18 4 2 3 2 1 2 1 2 2 2 1 2 2 1 1 1 2 2 1 1 1 1 2 1 1 2 1 1 2 2 2 1 1
19 1 2 3 1 2 2 2 2 2 2 2 2 2 1 1 2 2 1 2 1 2 1 1 1 1 2 2 1 2 1 2 1 2
19 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
19 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
19 4 2 3 2 1 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 1 1 1 1 2 2 2 1 1 2 2 1
19 5 2 3 2 1 2 2 2 2 2 2 2 2 1 1 2 2 1 2 2 1 1 1 1 1 2 2 2 1 1 1 2 2
20 1 2 3 1 2 2 2 1 2 1 2 1 2 1 1 1 1 2 2 1 1 1 2 1 2 1 2 1 2 1 2 1 2
20 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
20 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
20 4 2 3 2 1 1 2 1 1 1 2 1 2 1 1 1 1 1 2 1 2 2 1 1 1 2 2 1 2 2 2 1 2
21 1 2 3 1 2 2 2 2 2 1 2 1 2 1 2 1 1 2 2 1 1 1 1 1 1 2 2 1 2 1 2 1 2
21 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
21 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
21 4 2 3 2 1 2 2 2 2 1 2 1 2 1 2 1 1 2 2 1 2 1 1 1 1 2 2 2 2 1 1 2 1
22 1 2 3 1 2 1 2 1 2 1 2 1 2 1 1 1 2 1 2 1 2 1 1 1 1 2 2 1 2 1 2 2 2
22 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
22 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
22 4 2 3 2 1 1 1 2 1 1 2 2 2 1 1 1 2 2 2 1 2 1 1 1 1 2 2 2 1 1 2 2 1
23 1 2 3 1 2 1 2 2 2 1 2 1 2 1 1 1 1 2 2 1 1 1 1 1 1 2 2 2 2 1 1 2 2
23 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
23 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
23 4 2 3 1 1 2 2 1 2 2 1 2 2 1 1 1 1 2 2 2 1 1 2 1 2 2 1 2 1 1 2 2 1
24 1 2 3 1 2 1 2 2 2 1 2 1 2 1 1 1 2 2 2 1 1 1 1 1 1 2 2 2 2 1 1 2 2
24 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
24 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
24 4 2 3 1 1 1 2 2 2 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1 2 2 1 1 1 2 2 2
24 5 2 3 2 1 2 2 2 2 1 1 1 2 1 1 1 1 2 2 1 1 1 1 1 1 2 2 2 2 1 1 2 1
25 1 2 3 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1 2 2 1 2 1 2 1 2
25 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
25 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
25 4 2 3 1 1 2 1 2 1 2 1 1 1 2 1 1 1 2 1 1 1 1 1 1 1 2 2 2 1 1 2 2 1
26 1 2 3 1 2 2 2 1 2 1 2 1 2 1 1 1 2 1 2 2 2 1 1 1 1 2 2 1 2 1 2 1 2
26 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
26 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
26 4 2 3 2 1 2 2 2 1 2 1 2 1 1 1 2 1 2 2 2 2 1 1 1 1 2 2 1 2 2 1 1 2
27 1 2 3 2 2 1 1 2 2 2 2 2 2 1 1 1 2 2 2 1 2 1 1 1 1 2 2 2 2 1 1 2 2
27 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
27 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
27 4 2 3 1 1 1 1 2 2 2 2 2 2 1 1 2 1 1 2 2 1 1 1 1 1 2 2 2 2 2 1 2 2
27 5 2 3 1 1 2 1 2 2 2 2 2 2 1 1 2 1 2 2 2 1 1 1 1 1 2 2 1 2 2 1 1 2
28 1 2 3 1 2 1 2 2 2 2 2 2 2 1 1 1 1 2 2 1 2 1 1 1 1 2 2 1 2 1 2 1 2
28 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
28 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
28 4 2 3 1 1 2 1 2 2 2 2 2 2 1 1 1 1 2 2 1 1 1 1 1 1 2 2 1 1 2 2 2 1
29 1 2 3 2 2 2 2 2 2 2 2 2 2 1 1 1 2 1 2 2 2 1 2 1 2 1 2 1 1 2 2 1 1
29 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
29 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
29 4 2 3 1 1 2 2 2 2 2 2 1 2 1 1 2 1 1 2 2 1 1 1 1 2 2 2 1 1 2 2 2 2
30 1 2 3 1 2 1 2 1 2 1 2 1 2 1 1 1 2 1 2 2 2 1 1 1 1 2 2 1 2 1 2 1 2
30 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
30 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
30 4 2 3 1 1 1 1 2 2 2 1 1 2 1 1 2 1 2 2 1 2 1 1 1 1 2 2 2 1 1 1 2 1
31 1 2 3 2 2 2 2 2 2 2 2 2 2 1 1 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
31 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
31 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
31 4 2 3 1 1 2 2 2 2 1 2 1 2 1 1 2 1 1 2 2 2 1 1 1 1 2 2 2 2 1 2 1 2
32 1 2 3 1 2 2 2 1 1 1 1 1 1 1 1 1 1 1 2 1 2 1 2 1 2 1 2 2 2 1 1 2 2
32 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
32 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
32 4 2 3 1 1 2 2 1 1 2 1 1 1 1 1 2 1 2 1 1 2 1 2 1 2 2 2 1 2 1 2 1 1
33 1 2 3 1 2 1 2 1 2 1 2 1 2 1 1 1 2 2 2 1 2 1 1 1 1 2 2 2 2 1 1 2 2
33 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
33 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
33 4 2 3 2 1 2 1 2 1 2 2 1 2 1 1 1 2 2 2 1 1 1 1 1 1 2 2 2 2 1 2 2 1
34 1 2 3 2 2 1 2 2 2 2 2 2 2 1 1 1 2 2 2 1 2 1 1 1 1 2 2 2 2 1 1 2 2
34 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
34 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
34 4 2 3 2 1 1 2 2 2 1 2 2 2 1 1 1 1 2 2 1 2 1 1 1 1 2 2 2 2 2 1 1 1
35 1 2 3 1 2 2 2 1 2 1 2 1 2 1 1 1 1 2 2 1 2 1 2 1 2 1 2 1 2 1 2 1 2
35 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
35 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
35 4 2 3 1 1 1 2 2 2 2 2 2 2 1 1 1 1 2 2 1 2 2 2 2 2 2 1 2 1 2 2 2 1
36 1 2 3 1 2 1 2 1 1 1 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1 2 2 1 2 1 2 1 2
36 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
36 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
36 4 2 3 2 1 2 1 2 1 1 1 1 1 1 1 1 1 1 2 2 1 1 2 1 1 2 2 1 1 2 2 1 2
37 1 2 3 1 2 1 2 1 2 1 2 1 2 1 2 1 1 1 2 1 2 1 1 1 1 2 2 1 2 1 2 2 2
37 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
37 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
37 4 2 3 2 1 2 1 2 2 1 2 1 1 2 1 1 1 2 2 1 2 1 1 1 1 2 2 1 2 2 1 1 2
37 5 2 3 1 1 2 1 2 1 1 1 2 2 2 1 1 2 2 1 1 2 1 1 1 1 2 2 1 2 2 1 2 2
38 1 2 3 1 2 1 2 1 2 1 2 1 2 1 1 1 2 1 1 2 2 1 2 1 2 1 2 1 2 1 2 1 2
38 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
38 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
38 4 2 3 1 1 1 2 2 2 1 2 1 2 1 1 1 2 2 2 1 2 1 2 1 1 2 2 1 2 1 1 2 1
39 1 2 3 1 2 1 2 1 2 1 2 1 2 1 1 1 2 1 1 2 2 1 1 1 1 2 2 2 2 1 1 2 2
39 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
39 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
39 4 2 3 2 1 1 2 1 2 1 2 1 2 1 1 1 2 2 2 2 2 1 1 2 1 1 2 2 1 1 1 2 1
40 1 2 3 1 2 1 2 1 2 1 2 1 2 1 1 1 2 1 2 2 2 1 2 1 2 1 2 1 1 2 2 1 2
40 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
40 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
40 4 2 3 2 1 2 1 2 2 1 2 2 2 1 1 2 1 2 2 2 2 1 1 1 1 1 2 1 2 2 1 1 2
41 1 2 3 1 2 1 2 1 2 1 2 1 2 1 1 1 2 2 2 2 2 1 1 1 1 2 2 1 2 1 2 1 1
41 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
41 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
41 4 2 3 1 1 1 1 2 2 2 2 2 2 1 1 1 1 2 2 2 2 1 1 1 1 2 2 2 2 2 1 2 2
41 5 2 3 1 1 2 2 2 1 2 2 1 2 1 1 1 1 2 2 1 2 1 1 1 1 2 2 2 2 2 1 1 1
42 1 2 3 1 2 1 2 1 2 1 2 1 2 1 1 1 2 1 1 2 2 1 1 1 1 2 2 1 2 1 2 1 2
42 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
42 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
42 4 2 3 2 1 2 1 1 2 1 2 1 2 1 1 1 2 2 1 1 2 1 1 1 1 2 2 1 1 1 2 1 1
43 1 2 3 1 2 1 2 1 2 1 2 1 2 1 1 1 2 2 2 2 2 1 2 1 2 1 2 1 2 1 2 1 2
43 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
43 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
43 4 2 3 2 1 2 1 2 2 2 1 1 1 1 1 1 2 2 2 2 2 1 1 1 1 2 2 1 1 2 1 1 2
44 1 2 3 1 2 1 1 1 2 1 2 1 2 1 1 1 2 1 1 2 2 1 2 1 2 1 2 2 2 1 1 2 2
44 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
44 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
44 4 2 3 2 1 1 2 2 2 2 1 2 1 1 1 2 1 2 1 2 2 1 1 1 1 2 1 2 2 1 1 2 2
45 1 2 3 2 2 1 1 2 2 2 2 2 2 1 1 1 1 2 2 1 2 1 1 1 1 2 2 2 2 1 1 2 2
45 2 0 0 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
45 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
45 4 2 3 2 1 1 2 2 2 2 2 2 2 1 1 1 2 2 2 1 2 1 1 1 1 2 2 2 2 1 1 2 1
46 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
46 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
46 3 1 2 1 2 0 0 1 2 1 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1 2 2 1 2 1 2 1 2
46 4 1 2 1 1 0 0 2 1 2 1 2 1 1 1 2 1 2 1 2 2 1 1 1 1 2 2 2 2 1 1 0 0
47 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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47 3 1 2 1 2 1 2 1 2 1 2 1 2 1 2 1 2 1 1 2 2 0 0 0 0 0 0 0 0 0 0 0 0
47 4 1 2 1 2 0 0 2 1 2 2 2 1 0 0 1 1 1 1 2 2 1 1 0 0 2 2 2 1 2 2 0 0
47 5 1 2 1 2 0 0 2 2 2 1 2 2 0 0 1 1 1 1 2 2 1 1 0 0 2 2 2 1 2 1 0 0
47 6 1 2 1 1 0 0 2 2 2 1 2 1 0 0 1 1 1 1 2 2 1 1 0 0 2 2 1 1 2 1 0 0
48 1 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
48 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
48 3 2 1 1 2 0 0 0 0 0 0 0 0 0 0 0 0 2 2 2 2 0 0 1 2 0 0 0 0 0 0 0 0
48 4 2 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 2 1 2 2 0 0 2 1 0 0 0 0 0 0 0 0
48 5 2 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 2 2 0 0 2 1 0 0 0 0 0 0 0 0
49 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
49 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
49 3 1 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 1 2 2 2 0 0 1 2 0 0 0 0 0 0 0 0
49 4 1 2 2 1 0 0 0 0 0 0 0 0 0 0 0 0 1 2 2 2 0 0 1 1 0 0 0 0 0 0 0 0
50 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
50 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
50 3 1 2 2 2 0 0 2 2 0 0 2 2 0 0 0 0 2 2 1 2 0 0 1 1 0 0 0 0 0 0 0 0
50 4 1 2 2 1 0 0 2 2 0 0 0 0 0 0 0 0 0 0 2 2 1 1 1 1 2 2 0 0 1 1 0 0
51 1 0 0 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
51 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
51 3 1 2 2 2 0 0 2 2 0 0 0 0 0 0 0 0 1 2 2 2 0 0 1 2 0 0 0 0 0 0 0 0
51 4 1 2 2 2 0 0 2 2 1 2 1 2 0 0 1 1 2 1 2 2 1 1 2 1 1 2 2 2 2 1 0 0
51 5 1 2 2 1 0 0 2 2 2 2 1 2 0 0 1 1 2 1 2 2 1 1 1 1 1 2 1 2 1 1 0 0
52 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
52 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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106 4 1 2 1 1 2 2 2 1 2 1 2 1 1 1 1 1 1 1 2 2 1 1 1 1 2 2 1 1 1 1 2 2
106 5 1 2 1 1 2 2 2 1 2 1 2 1 2 1 2 1 1 1 2 2 1 1 1 1 2 2 2 2 2 2 1 1
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107 4 1 2 1 1 2 1 1 2 1 1 1 1 1 1 1 1 1 2 2 2 1 1 1 1 2 2 1 1 2 2 1 1
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108 4 1 2 2 1 0 0 0 0 0 0 0 0 0 0 0 0 2 2 1 2 2 1 1 1 1 2 1 1 2 2 1 2
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109 4 1 2 2 1 2 1 2 1 2 2 2 2 1 1 2 1 2 2 2 1 1 1 1 1 2 2 1 1 2 2 2 1
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110 4 1 2 1 1 2 2 1 1 2 2 2 1 1 1 1 1 2 1 1 2 1 1 1 1 2 2 1 2 2 1 2 2
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111 5 1 2 1 1 1 2 2 1 2 2 2 1 1 1 1 1 2 1 1 1 2 1 1 1 2 2 2 2 1 1 2 2
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112 3 1 2 1 2 1 1 2 2 2 2 2 2 1 1 2 2 2 2 1 2 1 2 1 2 1 2 2 2 1 1 2 2
112 4 1 2 1 2 1 2 2 2 2 2 2 2 1 1 2 1 2 2 1 2 2 1 2 1 1 2 2 2 1 1 2 2
112 5 1 2 1 1 1 2 2 2 2 2 2 2 1 1 1 1 2 2 1 2 2 1 2 1 1 2 2 2 1 1 2 2
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115 4 1 2 1 1 2 1 2 2 2 2 1 1 1 1 1 1 1 2 2 2 1 1 1 1 2 2 1 1 1 1 2 1
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116 4 1 2 2 1 1 1 1 1 1 2 1 2 1 1 1 1 1 2 2 2 1 1 1 1 2 2 2 1 1 1 2 2
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117 4 1 2 1 1 2 2 1 2 1 2 1 2 1 1 1 2 2 1 1 1 1 1 1 1 2 2 1 2 1 2 1 1
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118 3 1 2 1 2 1 2 1 2 1 2 1 2 1 1 1 1 2 2 1 1 1 2 1 2 1 2 1 2 1 2 1 2
118 4 1 2 1 1 2 2 1 2 1 2 1 1 1 1 1 1 2 1 1 1 1 1 1 1 2 2 2 1 2 1 2 2
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119 4 1 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 2 2 1 2 1 2 1 2 2 2 1 1 2 2
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120 4 1 2 1 1 2 2 2 2 1 2 1 2 1 1 1 1 2 2 1 1 1 1 1 1 2 2 1 1 2 2 2 2
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124 4 1 2 2 1 1 1 2 2 2 2 2 2 2 1 2 1 2 2 1 1 1 1 1 1 2 2 2 1 1 2 2 1
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125 4 1 2 1 2 1 1 1 2 1 2 2 1 0 0 2 2 2 2 2 1 2 1 2 1 1 2 1 2 1 1 1 2
125 5 1 2 2 1 1 1 2 2 2 1 1 2 0 0 2 2 1 2 2 1 1 1 1 1 1 2 1 2 2 1 1 2
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127 3 1 2 1 2 2 2 1 2 1 2 1 2 1 1 1 2 1 1 2 2 1 2 1 2 1 2 1 2 1 2 1 2
127 4 1 2 2 1 2 2 1 2 2 2 2 2 1 1 1 2 0 0 2 2 1 2 1 2 2 1 1 2 2 1 1 2
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128 3 1 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 2 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0
128 4 1 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 2 2 2 1 1 1 1 1 2 2 2 2 1 1 0 0
128 5 1 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 2 2 2 1 1 1 1 1 2 2 1 2 1 1 0 0
128 6 1 2 2 1 0 0 0 0 0 0 0 0 0 0 0 0 2 2 2 1 1 1 1 1 2 2 1 2 1 2 0 0
129 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
129 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
129 3 1 2 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1 2 2 1 1 2 2 0 0
129 4 1 2 2 1 1 2 2 1 1 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1 2 2 2 1 1 2 0 0
129 5 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 2 2 2 1 2 2 0 0
130 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
130 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
130 3 1 2 1 2 1 2 1 1 1 1 1 1 1 1 1 2 1 2 1 2 1 1 1 1 2 2 1 1 2 2 0 0
130 4 1 2 2 1 2 2 1 1 1 1 1 1 1 1 2 1 2 1 2 2 1 1 1 1 2 2 1 1 2 2 0 0
131 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
131 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
131 3 1 2 1 2 1 2 2 2 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1 2 2 1 2 1 2 0 0
131 4 1 2 1 1 2 1 2 2 1 2 1 1 1 1 1 1 2 2 2 1 1 1 1 1 2 2 2 1 1 2 0 0
Last Updated Date: 04/12/2013
Last Reviewed Date: 04/12/2013

Contact Information

Name: Dr Paul Albert
Chief and Senior Investigator
Biostatistics and Bioinformatics Branch
Phone: 301-496-5582
E-mail: albertp@mail.nih.gov

Staff Directory
Vision National Institutes of Health Home BOND National Institues of Health Home Home Storz Lab: Section on Environmental Gene Regulation Home Machner Lab: Unit on Microbial Pathogenesis Home Division of Intramural Population Health Research Home Bonifacino Lab: Section on Intracellular Protein Trafficking Home Lilly Lab: Section on Gamete Development Home Lippincott-Schwartz Lab: Section on Organelle Biology