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Os11g0586300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
152.15 | 0.58 | 12.1 | 0.13 | 3.73 | -1.52 | 2.07 | -0.351 | -0.739 | 4.73 | 41.05 | 6 | -- | -- |
152.32 | 0.575 | 12.1 | 0.122 | 3.74 | -1.53 | 1.95 | -- | -0.739 | 4.73 | 39.99 | 5 | -- | -- |
160.94 | 0.591 | 12.1 | 0.107 | 3.72 | -1.5 | -- | 0.784 | -0.75 | 4.71 | 39.07 | 5 | -- | -- |
162.07 | 0.593 | 12.1 | 0.113 | 3.72 | -1.47 | -- | -- | -0.743 | 4.72 | 40.53 | 4 | -- | -- |
466.14 | 1.01 | 11.9 | 0.156 | -- | 2.24 | -- | -0.468 | -0.429 | -- | 65 | 349 | -- | -- |
178.87 | 0.627 | 12 | 0.125 | 3.12 | -- | 1.78 | -- | -0.712 | 5.27 | -- | -- | -- | -- |
186.71 | 0.64 | 12.1 | 0.126 | 3.13 | -- | -- | -- | -0.721 | 5.24 | -- | -- | -- | -- |
456.36 | 0.995 | 12.1 | 0.14 | -- | 2.48 | -- | -- | -0.498 | -- | 64.58 | 369 | -- | -- |
162.4 | 0.594 | 12.1 | -- | 3.71 | -1.47 | -- | -- | -0.761 | 4.72 | 39.71 | 4 | -- | -- |
698.32 | 1.23 | 12.1 | 0.235 | -- | -- | -- | -- | -0.642 | -- | -- | -- | -- | -- |
187.13 | 0.64 | 12.1 | -- | 3.13 | -- | -- | -- | -0.735 | 5.24 | -- | -- | -- | -- |
456.87 | 0.996 | 12.1 | -- | -- | 2.47 | -- | -- | -0.509 | -- | 64.93 | 369 | -- | -- |
699.77 | 1.23 | 12.1 | -- | -- | -- | -- | -- | -0.668 | -- | -- | -- | -- | -- |
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 | 146.91 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 12 | 23 |
2 | 147.58 | humidity | 50.0 | 10 | > th | dose dependent | sin | 0 | NA |
7 | 148.06 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 8 | 6 |
18 | 149.52 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 8 | 6 |
31 | 150.35 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 20 | 22 |
32 | 150.38 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 1 | 23 |
42 | 150.82 | humidity | 90.0 | 10 | < th | dose dependent | sin | 1 | NA |
47 | 150.90 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 7 | 13 |
50 | 151.00 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 21 | 23 |
53 | 151.04 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 1 | 19 |
91 | 151.94 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 15 | 23 |
103 | 152.16 | humidity | 80.0 | 10 | > th | dose independent | rect. | 7 | 13 |
106 | 152.29 | humidity | 60.0 | 30 | > th | dose dependent | rect. | 1 | 16 |
110 | 152.36 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 9 | 16 |
111 | 152.37 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 11 | 1 |
134 | 152.68 | humidity | 80.0 | 10 | < th | dose independent | rect. | 9 | 9 |
145 | 152.83 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 12 | 8 |
148 | 152.85 | humidity | 50.0 | 10 | > th | dose dependent | no | NA | NA |
159 | 152.99 | humidity | 80.0 | 10 | < th | dose independent | sin | 0 | NA |
170 | 153.17 | humidity | 80.0 | 30 | > th | dose independent | sin | 0 | NA |
176 | 153.25 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
184 | 153.38 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
185 | 153.38 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 9 | 9 |
210 | 153.66 | humidity | 80.0 | 10 | < th | dose independent | rect. | 9 | 7 |
247 | 153.92 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 23 | 23 |
268 | 154.12 | humidity | 80.0 | 10 | > th | dose independent | rect. | 7 | 11 |
273 | 154.18 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 9 | 5 |
282 | 154.27 | humidity | 60.0 | 90 | > th | dose dependent | rect. | 23 | 21 |
300 | 154.43 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 9 | 7 |
304 | 154.44 | humidity | 80.0 | 30 | > th | dose independent | rect. | 1 | 19 |
309 | 154.50 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 4 | 21 |
310 | 154.50 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 3 | 23 |
334 | 154.63 | humidity | 80.0 | 30 | < th | dose independent | rect. | 9 | 5 |
354 | 154.73 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 17 | 23 |
358 | 154.74 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 4 | 14 |
392 | 154.93 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 1 | 2 |
409 | 155.06 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 11 | 2 |
415 | 155.08 | humidity | 90.0 | 10 | < th | dose dependent | no | NA | NA |
435 | 155.19 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 7 | 10 |
461 | 155.32 | humidity | 80.0 | 720 | > th | dose independent | rect. | 5 | 14 |
472 | 155.38 | humidity | 80.0 | 30 | > th | dose independent | rect. | 1 | 17 |
474 | 155.38 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 12 | 1 |
479 | 155.40 | wind | 1.0 | 14400 | > th | dose independent | rect. | 21 | 9 |
557 | 155.76 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 23 | 23 |
570 | 155.85 | humidity | 80.0 | 1440 | < th | dose independent | sin | 3 | NA |
589 | 155.94 | wind | 1.0 | 14400 | < th | dose independent | rect. | 21 | 9 |
597 | 155.97 | humidity | 80.0 | 1440 | > th | dose independent | sin | 3 | NA |
614 | 156.05 | humidity | 80.0 | 720 | > th | dose independent | rect. | 3 | 16 |
629 | 156.09 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 12 | 5 |
642 | 156.14 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 9 | 5 |
646 | 156.16 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
651 | 156.19 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 12 | 5 |
653 | 156.19 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 12 | 5 |
656 | 156.20 | wind | 1.0 | 14400 | > th | dose independent | rect. | 5 | 1 |
675 | 156.26 | wind | 1.0 | 14400 | < th | dose independent | rect. | 19 | 11 |
693 | 156.37 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 15 | 23 |
705 | 156.42 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 9 | 4 |
715 | 156.44 | wind | 3.0 | 14400 | > th | dose independent | rect. | 22 | 3 |
720 | 156.45 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 3 | 17 |
730 | 156.47 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 13 | 23 |
768 | 156.59 | humidity | 80.0 | 270 | > th | dose independent | rect. | 12 | 1 |
773 | 156.60 | humidity | 50.0 | 1440 | > th | dose dependent | rect. | 11 | 1 |
798 | 156.69 | wind | 3.0 | 14400 | < th | dose independent | rect. | 22 | 3 |
808 | 156.72 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 12 | 5 |
843 | 156.80 | wind | 3.0 | 14400 | < th | dose independent | rect. | 21 | 5 |
856 | 156.82 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 17 | 23 |
899 | 156.95 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 11 | 23 |
933 | 157.07 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 5 | 23 |
994 | 157.21 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 23 | 2 |