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Os11g0592900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Thioredoxin domain 2 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
93.38 | 0.454 | 10.7 | 0.99 | 0.145 | -0.698 | 0.327 | 2.45 | 0.217 | 21.4 | 20.6 | 5878 | -- | -- |
102.04 | 0.47 | 10.8 | 0.729 | 0.148 | -0.832 | 0.304 | -- | 0.17 | 21.8 | 10.72 | 40844 | -- | -- |
93.35 | 0.45 | 10.7 | 1.15 | 0.157 | -0.754 | -- | 3.36 | 0.235 | 20.8 | 23.33 | 5910 | -- | -- |
98.53 | 0.462 | 10.8 | 0.328 | 0.204 | -0.692 | -- | -- | 0.0169 | 21.1 | 19.28 | 5731 | -- | -- |
94.51 | 0.453 | 10.7 | 1.19 | -- | -0.761 | -- | 3.42 | 0.238 | -- | 23.2 | 5906 | -- | -- |
110 | 0.492 | 10.8 | -0.0685 | 0.142 | -- | 0.277 | -- | -0.161 | 21.1 | -- | -- | -- | -- |
110.26 | 0.492 | 10.8 | -0.0781 | 0.141 | -- | -- | -- | -0.161 | 21 | -- | -- | -- | -- |
98.26 | 0.462 | 10.8 | 0.351 | -- | -0.89 | -- | -- | 0.0278 | -- | 12.03 | 5861 | -- | -- |
99.38 | 0.464 | 10.8 | -- | 0.147 | -0.628 | -- | -- | -0.0392 | 21.6 | 15.96 | 5796 | -- | -- |
111.41 | 0.493 | 10.8 | -0.0779 | -- | -- | -- | -- | -0.162 | -- | -- | -- | -- | -- |
110.43 | 0.492 | 10.8 | -- | 0.142 | -- | -- | -- | -0.152 | 21 | -- | -- | -- | -- |
100.61 | 0.467 | 10.8 | -- | -- | -0.692 | -- | -- | -0.0383 | -- | 9.612 | 5822 | -- | -- |
111.57 | 0.493 | 10.8 | -- | -- | -- | -- | -- | -0.153 | -- | -- | -- | -- | -- |
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 | 86.67 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 10 | 3 |
2 | 86.67 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 10 | 3 |
3 | 87.26 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 12 | 1 |
5 | 87.26 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 12 | 1 |
7 | 88.52 | wind | 1.0 | 1440 | > th | dose independent | rect. | 17 | 1 |
8 | 88.57 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 11 | 1 |
9 | 88.60 | wind | 1.0 | 1440 | < th | dose independent | rect. | 17 | 1 |
11 | 89.10 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 17 | 1 |
13 | 90.68 | temperature | 20.0 | 720 | > th | dose independent | rect. | 3 | 3 |
21 | 92.08 | temperature | 30.0 | 4320 | > th | dose independent | rect. | 14 | 3 |
27 | 92.53 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 14 | 3 |
29 | 92.55 | temperature | 30.0 | 4320 | > th | dose independent | rect. | 14 | 1 |
30 | 92.63 | temperature | 20.0 | 720 | < th | dose independent | rect. | 1 | 6 |
31 | 92.64 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 1 | 5 |
32 | 92.67 | temperature | 20.0 | 720 | < th | dose independent | rect. | 3 | 4 |
37 | 92.97 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 14 | 1 |
40 | 92.98 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 12 | 5 |
42 | 93.05 | temperature | 30.0 | 4320 | > th | dose independent | rect. | 12 | 5 |
72 | 93.39 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 14 | 10 |
73 | 93.40 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 14 | 8 |
74 | 93.41 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 14 | 6 |
77 | 93.41 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 14 | 12 |
78 | 93.41 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 14 | 14 |
91 | 93.51 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 23 | 7 |
94 | 93.56 | radiation | 10.0 | 90 | < th | dose independent | rect. | 11 | 1 |
103 | 93.69 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 12 | 10 |
104 | 93.69 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 12 | 12 |
105 | 93.70 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 12 | 8 |
108 | 93.70 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 12 | 14 |
109 | 93.70 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 12 | 16 |
125 | 93.83 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 23 | 9 |
126 | 93.85 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 6 |
128 | 93.86 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 4 |
131 | 93.86 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 10 |
134 | 93.86 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 12 | 1 |
135 | 93.87 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 2 |
148 | 93.88 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 8 |
192 | 93.99 | temperature | 20.0 | 720 | > th | dose dependent | sin | 8 | NA |
202 | 94.10 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 21 | 14 |
217 | 94.21 | temperature | 20.0 | 720 | > th | dose independent | rect. | 1 | 14 |
235 | 94.29 | temperature | 25.0 | 90 | < th | dose independent | rect. | 6 | 7 |
236 | 94.29 | temperature | 25.0 | 720 | < th | dose dependent | sin | 8 | NA |
251 | 94.41 | temperature | 20.0 | 720 | > th | dose independent | sin | 7 | NA |
276 | 94.49 | temperature | 20.0 | 4320 | > th | dose dependent | rect. | 12 | 18 |
277 | 94.50 | temperature | 30.0 | 4320 | < th | dose independent | sin | 15 | NA |
282 | 94.50 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 23 | 12 |
291 | 94.54 | temperature | 20.0 | 4320 | > th | dose dependent | rect. | 1 | 15 |
304 | 94.56 | temperature | 20.0 | 720 | < th | dose independent | sin | 7 | NA |
326 | 94.59 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 14 | 1 |
335 | 94.60 | temperature | 20.0 | 4320 | > th | dose dependent | rect. | 21 | 19 |
346 | 94.63 | temperature | 15.0 | 4320 | > th | dose dependent | rect. | 3 | 2 |
351 | 94.64 | temperature | 30.0 | 4320 | > th | dose independent | sin | 15 | NA |
381 | 94.66 | temperature | 20.0 | 4320 | > th | dose dependent | rect. | 8 | 22 |
443 | 94.71 | temperature | 20.0 | 4320 | > th | dose dependent | no | NA | NA |
468 | 94.73 | temperature | 20.0 | 4320 | > th | dose dependent | sin | 4 | NA |
469 | 94.73 | temperature | 25.0 | 4320 | < th | dose dependent | rect. | 3 | 2 |
503 | 94.76 | temperature | 20.0 | 4320 | > th | dose dependent | rect. | 12 | 11 |
527 | 94.78 | temperature | 25.0 | 4320 | < th | dose dependent | rect. | 1 | 4 |
548 | 94.81 | temperature | 20.0 | 4320 | > th | dose dependent | sin | 16 | NA |
746 | 95.00 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 18 | 2 |
753 | 95.00 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 18 | 4 |
814 | 95.05 | temperature | 20.0 | 270 | > th | dose dependent | sin | 5 | NA |
831 | 95.06 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 18 | 10 |
842 | 95.07 | temperature | 20.0 | 4320 | > th | dose dependent | rect. | 8 | 8 |
979 | 95.17 | radiation | 1.0 | 43200 | > th | dose dependent | rect. | 18 | 1 |