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Os01g0917400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Zinc finger, CCCH-type domain containing protein.
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log2(Expression) ~ Norm(μ, σ2)
μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8
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Dependence on each variable
Residual plot
Process of the parameter reduction
(fixed parameters. wheather = temperature,
response mode = > th, dose dependency = dose dependent, type of G = no)
deviance | σ | α | β1 | β2 | β3 | β4 | β5 | γ1 | peak time of C | threshold | memory length | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
60.47 | 0.365 | 11.8 | -0.599 | 2.17 | -0.882 | 0.611 | 8.12 | -0.73 | 4.9 | 27.07 | 4031 | -- | -- |
67.81 | 0.386 | 12 | -2.22 | 2.1 | -0.381 | 0.559 | -- | -0.988 | 5.04 | 27.07 | 4031 | -- | -- |
61.4 | 0.365 | 11.8 | -0.581 | 2.17 | -0.898 | -- | 8.32 | -0.735 | 4.88 | 27.15 | 3995 | -- | -- |
67.77 | 0.383 | 12 | -2.3 | 2.38 | 0.421 | -- | -- | -0.978 | 4.86 | 35.36 | 27332 | -- | -- |
257.36 | 0.751 | 12 | -1.7 | -- | -2.21 | -- | 3.53 | -0.884 | -- | 27.15 | 3995 | -- | -- |
69.75 | 0.392 | 12 | -2.26 | 2.2 | -- | 0.681 | -- | -0.991 | 4.94 | -- | -- | -- | -- |
70.93 | 0.394 | 12 | -2.26 | 2.2 | -- | -- | -- | -0.994 | 4.93 | -- | -- | -- | -- |
193.66 | 0.648 | 12 | -1.78 | -- | -2.24 | -- | -- | -0.685 | -- | 24.4 | 271 | -- | -- |
157.03 | 0.584 | 11.9 | -- | 2.17 | -0.958 | -- | -- | -0.667 | 5 | 34.71 | 47448 | -- | -- |
325.83 | 0.843 | 12.1 | -2.18 | -- | -- | -- | -- | -0.938 | -- | -- | -- | -- | -- |
205.94 | 0.671 | 12 | -- | 2.16 | -- | -- | -- | -0.742 | 4.97 | -- | -- | -- | -- |
279.73 | 0.779 | 12 | -- | -- | -2.43 | -- | -- | -0.5 | -- | 24.2 | 263 | -- | -- |
451.48 | 0.992 | 12 | -- | -- | -- | -- | -- | -0.696 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance![]() |
Histogram![]() ![]() |
Local optima within top1000 grid-points
rank | deviance | wheather | threshold | memory length | response mode | dose dependency | type of G | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|
1 | 54.62 | wind | 1 | 43200 | < th | dose dependent | rect. | 10 | 1 |
2 | 55.17 | wind | 1 | 43200 | < th | dose independent | rect. | 10 | 1 |
3 | 55.20 | wind | 1 | 43200 | > th | dose independent | rect. | 10 | 1 |
4 | 55.63 | wind | 1 | 43200 | < th | dose dependent | rect. | 13 | 13 |
6 | 55.88 | wind | 1 | 43200 | < th | dose dependent | rect. | 15 | 11 |
14 | 56.54 | humidity | 80 | 43200 | > th | dose independent | rect. | 20 | 2 |
15 | 56.56 | wind | 1 | 43200 | > th | dose independent | rect. | 21 | 5 |
16 | 56.60 | wind | 1 | 43200 | < th | dose dependent | rect. | 8 | 18 |
17 | 56.65 | wind | 1 | 43200 | < th | dose independent | rect. | 21 | 5 |
19 | 56.70 | wind | 1 | 43200 | < th | dose independent | rect. | 24 | 1 |
20 | 56.71 | wind | 3 | 43200 | > th | dose independent | rect. | 13 | 1 |
23 | 56.75 | wind | 1 | 43200 | > th | dose independent | rect. | 24 | 1 |
24 | 56.79 | humidity | 80 | 43200 | < th | dose dependent | rect. | 19 | 1 |
26 | 56.81 | wind | 1 | 43200 | < th | dose dependent | rect. | 24 | 1 |
28 | 56.90 | humidity | 70 | 43200 | > th | dose independent | rect. | 18 | 7 |
29 | 56.90 | wind | 1 | 43200 | < th | dose dependent | rect. | 21 | 1 |
33 | 56.93 | humidity | 80 | 43200 | < th | dose independent | rect. | 20 | 1 |
36 | 56.94 | humidity | 80 | 43200 | > th | dose independent | rect. | 19 | 4 |
41 | 56.99 | radiation | 40 | 43200 | > th | dose independent | rect. | 13 | 1 |
43 | 57.04 | wind | 1 | 43200 | < th | dose independent | rect. | 16 | 10 |
44 | 57.05 | humidity | 80 | 43200 | < th | dose dependent | rect. | 18 | 7 |
48 | 57.07 | wind | 1 | 43200 | > th | dose independent | rect. | 2 | 1 |
49 | 57.07 | wind | 3 | 43200 | < th | dose independent | rect. | 13 | 1 |
55 | 57.11 | humidity | 70 | 43200 | > th | dose independent | rect. | 18 | 13 |
58 | 57.13 | radiation | 20 | 43200 | < th | dose independent | rect. | 13 | 1 |
61 | 57.15 | wind | 1 | 43200 | > th | dose independent | rect. | 19 | 7 |
64 | 57.19 | wind | 1 | 43200 | < th | dose dependent | rect. | 19 | 7 |
67 | 57.20 | humidity | 80 | 43200 | < th | dose independent | rect. | 19 | 3 |
68 | 57.21 | humidity | 80 | 43200 | < th | dose independent | rect. | 18 | 6 |
70 | 57.22 | radiation | 20 | 43200 | > th | dose independent | rect. | 10 | 1 |
71 | 57.22 | humidity | 70 | 43200 | > th | dose independent | rect. | 17 | 18 |
73 | 57.23 | wind | 1 | 43200 | < th | dose dependent | rect. | 21 | 5 |
76 | 57.25 | wind | 1 | 43200 | < th | dose independent | rect. | 19 | 7 |
80 | 57.27 | humidity | 70 | 43200 | < th | dose independent | rect. | 16 | 19 |
88 | 57.29 | wind | 1 | 43200 | < th | dose dependent | rect. | 4 | 1 |
92 | 57.31 | wind | 1 | 43200 | < th | dose independent | rect. | 14 | 12 |
96 | 57.33 | radiation | 20 | 43200 | > th | dose independent | rect. | 9 | 5 |
114 | 57.38 | wind | 1 | 43200 | < th | dose dependent | sin | 17 | NA |
115 | 57.38 | radiation | 30 | 43200 | < th | dose dependent | rect. | 13 | 1 |
120 | 57.41 | radiation | 20 | 43200 | < th | dose dependent | rect. | 10 | 1 |
128 | 57.45 | humidity | 70 | 43200 | > th | dose independent | sin | 10 | NA |
137 | 57.46 | humidity | 70 | 43200 | < th | dose independent | sin | 10 | NA |
139 | 57.46 | humidity | 70 | 43200 | < th | dose independent | rect. | 16 | 9 |
142 | 57.47 | wind | 1 | 43200 | > th | dose independent | rect. | 16 | 10 |
158 | 57.52 | radiation | 10 | 43200 | > th | dose independent | rect. | 17 | 18 |
171 | 57.54 | humidity | 80 | 43200 | < th | dose dependent | rect. | 17 | 18 |
178 | 57.56 | radiation | 10 | 43200 | > th | dose independent | rect. | 6 | 5 |
196 | 57.57 | radiation | 1 | 43200 | > th | dose dependent | rect. | 13 | 1 |
205 | 57.60 | wind | 1 | 43200 | < th | dose independent | rect. | 2 | 1 |
228 | 57.65 | humidity | 70 | 43200 | < th | dose independent | rect. | 16 | 16 |
235 | 57.66 | humidity | 80 | 43200 | < th | dose dependent | sin | 12 | NA |
242 | 57.68 | radiation | 10 | 43200 | > th | dose independent | sin | 10 | NA |
294 | 57.71 | humidity | 70 | 43200 | < th | dose independent | rect. | 10 | 1 |
344 | 57.77 | radiation | 20 | 43200 | > th | dose independent | rect. | 13 | 1 |
412 | 57.85 | radiation | 20 | 43200 | > th | dose independent | sin | 23 | NA |
418 | 57.85 | humidity | 70 | 43200 | < th | dose independent | rect. | 12 | 23 |
420 | 57.86 | wind | 1 | 43200 | < th | dose independent | rect. | 4 | 1 |
425 | 57.86 | humidity | 70 | 43200 | < th | dose independent | rect. | 22 | 23 |
433 | 57.87 | humidity | 70 | 43200 | < th | dose independent | rect. | 6 | 21 |
442 | 57.88 | humidity | 70 | 43200 | < th | dose independent | no | NA | NA |
444 | 57.88 | humidity | 70 | 43200 | > th | dose independent | rect. | 9 | 2 |
448 | 57.88 | wind | 1 | 43200 | > th | dose independent | rect. | 14 | 12 |
455 | 57.88 | humidity | 70 | 43200 | < th | dose independent | rect. | 2 | 23 |
497 | 57.89 | humidity | 70 | 43200 | < th | dose independent | rect. | 9 | 23 |
521 | 57.90 | humidity | 80 | 43200 | < th | dose dependent | rect. | 10 | 1 |
531 | 57.91 | radiation | 30 | 43200 | < th | dose dependent | rect. | 10 | 4 |
570 | 57.94 | radiation | 20 | 43200 | < th | dose independent | rect. | 10 | 1 |
577 | 57.94 | humidity | 70 | 43200 | < th | dose independent | rect. | 22 | 15 |
607 | 57.96 | radiation | 20 | 43200 | > th | dose independent | no | NA | NA |
705 | 57.97 | radiation | 20 | 43200 | < th | dose independent | rect. | 10 | 4 |
727 | 57.98 | radiation | 20 | 43200 | > th | dose independent | rect. | 12 | 23 |
728 | 57.99 | humidity | 70 | 43200 | < th | dose independent | sin | 17 | NA |
741 | 57.99 | humidity | 60 | 43200 | > th | dose dependent | rect. | 19 | 2 |
745 | 58.00 | humidity | 60 | 43200 | > th | dose independent | rect. | 12 | 1 |
767 | 58.00 | radiation | 20 | 43200 | < th | dose dependent | rect. | 8 | 7 |
768 | 58.01 | wind | 1 | 43200 | < th | dose independent | rect. | 21 | 1 |
811 | 58.04 | humidity | 70 | 43200 | < th | dose independent | sin | 5 | NA |
852 | 58.06 | humidity | 70 | 43200 | > th | dose independent | rect. | 6 | 19 |
887 | 58.08 | humidity | 70 | 43200 | > th | dose independent | rect. | 24 | 21 |
990 | 58.11 | humidity | 70 | 43200 | > th | dose independent | rect. | 12 | 23 |
993 | 58.11 | humidity | 80 | 43200 | < th | dose dependent | rect. | 9 | 21 |
995 | 58.12 | humidity | 70 | 43200 | > th | dose independent | no | NA | NA |