|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Data Analysed |
|
|
|
|
t |
DEOM |
AAA |
3to4 |
D3to4 |
D1 |
D2 |
D3 |
D4 |
D5 |
D6 |
D7 |
D8 |
D9 |
D10 |
D11 |
linest |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
1.146 |
5.94 |
5.31 |
0.29 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
14 |
13 |
12 |
11 |
10 |
9 |
8 |
7 |
6 |
5 |
4 |
3 |
2 |
1 |
0 |
2 |
-2.443 |
6 |
5.6 |
-0.11 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1.44187 |
-2.47621 |
-1.86844 |
-4.69661 |
-3.71016 |
-3.03975 |
-1.38333 |
-3.1493 |
-1.31299 |
-4.51252 |
-0.44032 |
-1.73077 |
-2.75244 |
3.298838 |
-2.19831 |
3 |
1.497 |
6.08 |
5.49 |
0.31 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0.869402 |
0.88324 |
0.863371 |
0.863954 |
0.86499 |
0.86746 |
0.82691 |
0.837743 |
0.855084 |
0.83224 |
0.821148 |
0.553477 |
0.228893 |
0.324754 |
1.989379 |
4 |
-0.132 |
6.17 |
5.8 |
-0.19 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0.886836 |
1.22023 |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
5 |
2.025 |
6.14 |
5.61 |
-0.33 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
21.27109 |
38 |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
6 |
0.737 |
6.09 |
5.28 |
-0.09 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
443.4056 |
56.58052 |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
#N/A |
7 |
-1.023 |
5.87 |
5.19 |
-0.01 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
|
Sorted by P-Value |
|
|
|
|
|
8 |
-0.956 |
5.84 |
5.18 |
0.12 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
|
b |
SE(b) |
Student's t |
P(>|t|) |
Variable |
|
|
b |
SE(b) |
Student's t |
P(>|t|) |
Variable |
|
9 |
0.385 |
5.99 |
5.3 |
-0.07 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
|
-2.19831 |
1.989379 |
-1.10502 |
0.274546 |
b0 |
|
4 |
-0.44032 |
0.821148 |
-0.53623 |
0.594227 |
D1 |
|
10 |
0.983 |
6.12 |
5.23 |
0.41 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
|
3.298838 |
0.324754 |
10.15796 |
1.19E-13 |
AAA |
|
0 |
-2.19831 |
1.989379 |
-1.10502 |
0.274546 |
b0 |
|
11 |
5.092 |
6.42 |
5.64 |
-0.02 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
|
-2.75244 |
0.228893 |
-12.025 |
3.13E-16 |
3to4 |
|
6 |
-1.31299 |
0.855084 |
-1.53551 |
0.131091 |
D3 |
|
12 |
3.649 |
6.48 |
5.62 |
0.05 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
|
-1.73077 |
0.553477 |
-3.12708 |
0.002968 |
D3to4 |
|
14 |
1.44187 |
0.869402 |
1.658462 |
0.103613 |
D11 |
|
13 |
2.703 |
6.52 |
5.67 |
0.16 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
|
-0.44032 |
0.821148 |
-0.53623 |
0.594227 |
D1 |
|
8 |
-1.38333 |
0.82691 |
-1.67289 |
0.100722 |
D5 |
|
14 |
-0.271 |
6.64 |
5.83 |
-0.3 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
|
-4.51252 |
0.83224 |
-5.42214 |
1.79E-06 |
D2 |
|
12 |
-1.86844 |
0.863371 |
-2.16412 |
0.035357 |
D9 |
|
15 |
2.055 |
6.75 |
5.53 |
0.23 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
|
-1.31299 |
0.855084 |
-1.53551 |
0.131091 |
D3 |
|
13 |
-2.47621 |
0.88324 |
-2.80355 |
0.007223 |
D10 |
|
16 |
-0.714 |
6.73 |
5.76 |
0.33 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
|
-3.1493 |
0.837743 |
-3.75927 |
0.000454 |
D4 |
|
3 |
-1.73077 |
0.553477 |
-3.12708 |
0.002968 |
D3to4 |
|
17 |
0.653 |
6.89 |
6.09 |
0.43 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
|
-1.38333 |
0.82691 |
-1.67289 |
0.100722 |
D5 |
|
9 |
-3.03975 |
0.86746 |
-3.50419 |
0.000989 |
D6 |
|
18 |
-0.034 |
6.98 |
6.52 |
0.16 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
|
-3.03975 |
0.86746 |
-3.50419 |
0.000989 |
D6 |
|
7 |
-3.1493 |
0.837743 |
-3.75927 |
0.000454 |
D4 |
|
19 |
-1.058 |
6.98 |
6.68 |
0.39 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
|
-3.71016 |
0.86499 |
-4.28926 |
8.4E-05 |
D7 |
|
10 |
-3.71016 |
0.86499 |
-4.28926 |
8.4E-05 |
D7 |
|
20 |
-2.051 |
7.1 |
7.07 |
0.05 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
|
-4.69661 |
0.863954 |
-5.43618 |
1.71E-06 |
D8 |
|
5 |
-4.51252 |
0.83224 |
-5.42214 |
1.79E-06 |
D2 |
|
21 |
1.451 |
7.19 |
7.12 |
0.13 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
|
-1.86844 |
0.863371 |
-2.16412 |
0.035357 |
D9 |
|
11 |
-4.69661 |
0.863954 |
-5.43618 |
1.71E-06 |
D8 |
|
22 |
-0.989 |
7.29 |
7.25 |
0.6 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
|
-2.47621 |
0.88324 |
-2.80355 |
0.007223 |
D10 |
|
1 |
3.298838 |
0.324754 |
10.15796 |
1.19E-13 |
AAA |
|
23 |
1.358 |
7.65 |
7.85 |
0.17 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
|
1.44187 |
0.869402 |
1.658462 |
0.103613 |
D11 |
|
2 |
-2.75244 |
0.228893 |
-12.025 |
3.13E-16 |
3to4 |
|
24 |
0.746 |
7.75 |
8.02 |
-0.15 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
|
25 |
1.855 |
7.72 |
7.87 |
-0.73 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
|
R2 |
0.886836 |
|
26 |
-1.894 |
7.67 |
7.14 |
0.06 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
ANOVA |
|
27 |
0.781 |
7.66 |
7.2 |
0.39 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
|
SS |
DF |
MSE |
F |
Prob(>F) |
|
28 |
-0.161 |
7.89 |
7.59 |
0.15 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Regression |
443.4056 |
14 |
31.67183 |
21.27109 |
5.8E-09 |
|
29 |
2.233 |
8.14 |
7.74 |
-0.23 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
Error |
56.58052 |
38 |
1.488961 |
|
|
30 |
2.425 |
8.21 |
7.51 |
-0.05 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
Total |
499.9861 |
52 |
|
|
|
31 |
2.169 |
8.05 |
7.46 |
-0.37 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
|
32 |
0.982 |
7.94 |
7.09 |
-0.27 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
|
33 |
4.708 |
7.88 |
6.82 |
-0.6 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
|
34 |
6.063 |
7.79 |
6.22 |
-0.61 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
|
35 |
9.382 |
7.41 |
5.61 |
-0.13 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
|
36 |
9.304 |
7.18 |
5.48 |
-0.7 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
|
37 |
10.69 |
7.15 |
4.78 |
-0.64 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
|
38 |
6.531 |
7.27 |
4.14 |
0.5 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
|
39 |
7.873 |
7.37 |
4.64 |
0.88 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
|
40 |
3.882 |
7.54 |
5.52 |
0.43 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
|
41 |
4.96 |
7.58 |
5.95 |
0.25 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
|
42 |
1.301 |
7.62 |
6.2 |
-0.17 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
|
43 |
1.154 |
7.58 |
6.03 |
-0.43 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
|
44 |
0.116 |
7.48 |
5.6 |
-0.34 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
|
45 |
4.928 |
7.35 |
5.26 |
-0.3 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
|
46 |
2.53 |
7.19 |
4.96 |
0.32 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
|
47 |
8.425 |
7.19 |
5.28 |
0.09 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
|
48 |
5.291 |
7.11 |
5.37 |
0.16 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
|
49 |
5.192 |
7.16 |
5.53 |
0.19 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
|
50 |
0.257 |
7.22 |
5.72 |
0.32 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
|
51 |
4.402 |
7.36 |
6.04 |
-0.38 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
|
52 |
3.173 |
7.34 |
5.66 |
0.09 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
|
53 |
5.104 |
7.3 |
5.75 |
0.07 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
|
54 |
4.646 |
7.3 |
5.82 |
0.08 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
|
55 |
1.06 |
7.27 |
5.9 |
0.21 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
|
56 |
-0.758 |
7.3 |
6.11 |
-0.06 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
|
57 |
4.702 |
7.31 |
6.05 |
-0.07 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
|
58 |
1.878 |
7.26 |
5.98 |
0.02 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
|
59 |
6.62 |
7.24 |
6 |
0.24 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|