a. Eigenvalue statistics of discriminant functions |
|
Functions |
Eigenvalues |
% of the variance explained |
Cumulative, % |
Canonical correlation |
|
|
1 |
5.820 |
81.8 |
81.8 |
0.924 |
|
2 |
0.755 |
10.6 |
92.4 |
0.656 |
|
3 |
0.308 |
4.3 |
96.7 |
0.485 |
|
|
b. MANOVA results |
|
Statistics |
Value |
Hypothesis df |
Error df |
F value |
P (Sigma) |
|
|
Wilks’ lambda |
0.05145 |
120 |
8,856 |
61.17 |
0.000 |
|
Pillai trace |
1.72 |
120 |
9,025 |
39.42 |
0.000 |
|
|
c. Hotelling's paired comparison test results (Top triangle: Mahalonabis distances; Bottom triangle: Bonferroni corrected) |
|
G types |
G1 |
G2 |
G3 |
G4 |
G5 |
G6 |
G7 |
G8 |
G9 |
G10 |
G11 |
G12 |
G13 |
G14 |
G15 |
G16 |
G17 |
G18 |
G19 |
G20 |
G21 |
G22 |
G23 |
G24 |
G25 |
|
G1 |
|
16.5 |
9.5 |
22.8 |
26.4 |
4.3 |
19.0 |
4.5 |
4.8 |
8.6 |
3.6 |
3.3 |
39.2 |
6.9 |
15.5 |
4.9 |
4.0 |
58.4 |
7.7 |
28.9 |
10.3 |
7.1 |
12.9 |
9.9 |
13.1 |
G2 |
4E-47 |
|
28.0 |
1.7 |
3.6 |
5.6 |
0.9 |
4.6 |
7.8 |
10.6 |
28.1 |
19.2 |
6.5 |
5.9 |
2.4 |
28.5 |
34.6 |
16.3 |
6.6 |
3.3 |
8.3 |
8.8 |
6.5 |
3.5 |
2.4 |
G3 |
3E-34 |
5E-61 |
|
41.0 |
44.9 |
9.3 |
32.3 |
18.2 |
7.1 |
5.5 |
2.9 |
4.3 |
56.7 |
8.9 |
31.3 |
1.7 |
6.9 |
78.8 |
9.4 |
32.9 |
7.0 |
12.9 |
13.3 |
16.9 |
17.2 |
G4 |
2E-53 |
6E-07 |
5E-69 |
|
1.1 |
11.5 |
1.4 |
7.1 |
15.1 |
18.8 |
38.6 |
28.3 |
3.2 |
12.6 |
2.3 |
40.3 |
45.0 |
10.7 |
12.9 |
6.0 |
16.8 |
13.4 |
12.0 |
6.8 |
6.6 |
G5 |
3E-57 |
2E-15 |
1E-71 |
9E-04 |
|
14.5 |
1.3 |
9.5 |
17.2 |
21.9 |
42.1 |
29.9 |
4.7 |
16.5 |
3.9 |
44.9 |
49.0 |
7.7 |
16.3 |
7.6 |
19.6 |
16.7 |
14.4 |
8.8 |
7.9 |
G6 |
6E-19 |
2E-23 |
9E-34 |
5E-37 |
2E-42 |
|
8.0 |
2.1 |
0.7 |
2.3 |
8.9 |
5.1 |
22.1 |
0.6 |
7.5 |
8.9 |
13.2 |
38.2 |
1.2 |
11.4 |
2.2 |
3.2 |
3.6 |
2.5 |
2.8 |
G7 |
8E-51 |
3E-03 |
5E-65 |
2E-05 |
3E-05 |
2E-30 |
|
5.7 |
9.7 |
13.5 |
31.2 |
20.7 |
6.3 |
9.2 |
2.2 |
33.0 |
38.0 |
11.7 |
9.4 |
4.7 |
11.2 |
10.8 |
8.4 |
4.5 |
3.3 |
G8 |
4E-19 |
3E-19 |
9E-48 |
7E-26 |
1E-31 |
3E-09 |
7E-23 |
|
4.1 |
7.6 |
13.6 |
9.0 |
17.4 |
4.1 |
3.6 |
15.3 |
16.7 |
31.3 |
4.3 |
13.5 |
8.0 |
3.7 |
6.7 |
2.6 |
4.7 |
G9 |
6E-21 |
5E-30 |
7E-28 |
3E-43 |
2E-46 |
8E-02 |
1E-34 |
1E-17 |
|
2.3 |
7.3 |
2.9 |
27.2 |
1.5 |
10.6 |
7.4 |
11.7 |
41.4 |
2.4 |
13.5 |
1.5 |
5.3 |
4.8 |
4.3 |
3.7 |
G10 |
9E-31 |
4E-35 |
3E-22 |
9E-47 |
2E-50 |
4E-10 |
1E-40 |
5E-27 |
4E-10 |
|
8.6 |
6.3 |
27.7 |
1.3 |
12.6 |
8.2 |
15.1 |
45.2 |
0.8 |
12.7 |
1.0 |
3.2 |
1.7 |
3.8 |
3.9 |
G11 |
2E-16 |
4E-61 |
2E-13 |
2E-67 |
9E-70 |
1E-32 |
5E-64 |
9E-41 |
1E-28 |
9E-31 |
|
2.0 |
57.2 |
10.7 |
27.9 |
0.8 |
1.1 |
78.1 |
11.0 |
38.7 |
11.2 |
11.4 |
16.3 |
16.5 |
19.3 |
G12 |
6E-15 |
5E-51 |
4E-19 |
5E-59 |
2E-60 |
6E-22 |
7E-53 |
1E-31 |
1E-13 |
1E-24 |
7E-09 |
|
45.5 |
7.3 |
20.3 |
3.2 |
4.2 |
60.5 |
8.1 |
28.6 |
6.8 |
9.6 |
12.2 |
11.5 |
12.3 |
G13 |
2E-70 |
3E-26 |
5E-81 |
6E-14 |
2E-19 |
1E-54 |
1E-25 |
1E-46 |
3E-60 |
2E-58 |
3E-81 |
1E-74 |
|
21.4 |
6.7 |
58.5 |
66.5 |
6.7 |
20.4 |
6.4 |
25.9 |
20.9 |
16.9 |
12.9 |
12.4 |
G14 |
2E-27 |
2E-24 |
1E-32 |
4E-39 |
3E-45 |
4E-01 |
2E-33 |
2E-17 |
1E-06 |
4E-05 |
1E-36 |
1E-28 |
7E-54 |
|
8.7 |
9.8 |
16.0 |
39.2 |
0.5 |
9.5 |
1.2 |
3.2 |
2.3 |
2.6 |
2.5 |
G15 |
1E-45 |
6E-11 |
4E-64 |
4E-10 |
8E-17 |
4E-29 |
5E-10 |
8E-16 |
1E-36 |
4E-39 |
7E-61 |
2E-52 |
6E-27 |
4E-32 |
|
30.5 |
33.7 |
15.4 |
7.7 |
8.6 |
12.5 |
6.3 |
7.2 |
2.9 |
4.9 |
G16 |
2E-20 |
3E-59 |
4E-07 |
5E-66 |
6E-69 |
2E-31 |
3E-63 |
6E-42 |
1E-27 |
1E-28 |
3E-02 |
7E-14 |
6E-79 |
2E-33 |
5E-61 |
|
2.1 |
82.3 |
10.9 |
37.7 |
10.1 |
13.1 |
16.7 |
18.0 |
19.7 |
G17 |
6E-18 |
7E-67 |
2E-27 |
1E-71 |
5E-74 |
1E-41 |
1E-69 |
1E-45 |
7E-39 |
4E-43 |
2E-04 |
8E-19 |
1E-85 |
2E-46 |
4E-66 |
3E-09 |
|
89.1 |
17.0 |
48.7 |
17.8 |
16.7 |
24.2 |
22.9 |
26.7 |
G18 |
7E-82 |
7E-47 |
9E-91 |
2E-35 |
1E-28 |
1E-69 |
8E-39 |
1E-61 |
5E-72 |
1E-71 |
2E-90 |
6E-83 |
7E-27 |
2E-70 |
2E-45 |
1E-88 |
2E-94 |
|
37.7 |
16.4 |
41.2 |
37.6 |
31.7 |
25.7 |
23.8 |
G19 |
1E-29 |
2E-26 |
7E-34 |
2E-39 |
4E-45 |
6E-05 |
7E-34 |
3E-18 |
3E-11 |
3E-02 |
2E-37 |
9E-31 |
1E-52 |
1E+00 |
1E-29 |
8E-36 |
6E-48 |
3E-69 |
|
9.7 |
1.8 |
1.5 |
0.9 |
1.5 |
2.4 |
G20 |
1E-59 |
1E-14 |
4E-63 |
7E-23 |
3E-27 |
9E-37 |
1E-19 |
5E-39 |
1E-40 |
9E-38 |
2E-67 |
2E-59 |
5E-25 |
8E-33 |
1E-30 |
3E-64 |
8E-74 |
3E-45 |
3E-33 |
|
9.9 |
14.4 |
7.2 |
7.3 |
3.7 |
G21 |
7E-36 |
3E-31 |
9E-28 |
7E-46 |
1E-49 |
7E-10 |
9E-38 |
3E-29 |
1E-06 |
3E-03 |
1E-37 |
3E-27 |
7E-59 |
7E-05 |
2E-40 |
5E-34 |
5E-49 |
8E-72 |
7E-08 |
9E-34 |
|
6.0 |
2.8 |
4.7 |
3.0 |
G22 |
8E-27 |
3E-31 |
2E-39 |
6E-39 |
7E-44 |
7E-14 |
1E-35 |
2E-15 |
2E-21 |
2E-13 |
9E-37 |
4E-33 |
3E-51 |
4E-14 |
1E-24 |
2E-38 |
1E-45 |
1E-66 |
4E-06 |
2E-40 |
1E-23 |
|
2.2 |
1.6 |
4.9 |
G23 |
1E-39 |
4E-25 |
3E-40 |
2E-36 |
1E-40 |
2E-15 |
4E-30 |
1E-24 |
4E-20 |
5E-07 |
5E-45 |
3E-38 |
6E-46 |
4E-10 |
4E-27 |
5E-44 |
6E-55 |
5E-62 |
6E-03 |
5E-26 |
2E-12 |
3E-09 |
|
1.3 |
1.7 |
G24 |
6E-35 |
7E-16 |
8E-48 |
3E-26 |
4E-31 |
2E-11 |
1E-19 |
2E-11 |
4E-19 |
2E-16 |
3E-47 |
2E-38 |
4E-41 |
4E-12 |
2E-13 |
2E-47 |
1E-55 |
9E-59 |
1E-06 |
2E-27 |
2E-20 |
2E-06 |
6E-05 |
|
1.2 |
G25 |
6E-40 |
2E-10 |
3E-46 |
2E-24 |
9E-28 |
2E-12 |
2E-14 |
6E-19 |
4E-16 |
3E-16 |
3E-49 |
2E-38 |
1E-38 |
4E-11 |
2E-20 |
7E-48 |
1E-57 |
2E-54 |
2E-10 |
2E-15 |
3E-13 |
2E-19 |
7E-07 |
9E-05 |
|