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Os03g0445700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to LOB domain protein 39.
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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 = wind,
response mode = > th, dose dependency = dose dependent, type of G = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
262.61 | 0.761 | 4.5 | -4.02 | 1.81 | 0.351 | -4.3 | -9.39 | -0.585 | 3.97 | 3.084 | 729 | 17.1 | 1.07 |
333.52 | 0.851 | 4.55 | -3.44 | 1.95 | 1.11 | -6.14 | -- | -0.657 | 2.99 | 4.221 | 2862 | 17.3 | 1.13 |
292.77 | 0.797 | 4.53 | -4.01 | 1.68 | 0.767 | -- | -8.9 | -0.657 | 4.51 | 2.275 | 833 | 17.2 | 1.87 |
441.52 | 0.979 | 4.48 | -3.66 | 1.75 | 2.23 | -- | -- | -0.452 | 4.31 | 3.896 | 826 | 17.2 | 0.9 |
361.82 | 0.886 | 4.49 | -3.79 | -- | 2.03 | -- | -9.05 | -0.573 | -- | 1.661 | 847 | 17.2 | 2.25 |
349.26 | 0.876 | 4.67 | -4.17 | 1.93 | -- | -6.84 | -- | -0.788 | 2.7 | -- | -- | -- | -- |
506.71 | 1.05 | 4.63 | -4.01 | 1.97 | -- | -- | -- | -0.751 | 3.32 | -- | -- | -- | -- |
493.71 | 1.03 | 4.65 | -3.83 | -- | 2.29 | -- | -- | -0.77 | -- | -3.096 | 732 | 18.8 | 3.99 |
668.15 | 1.2 | 4.45 | -- | 2.02 | 3.5 | -- | -- | -0.58 | 4.28 | 4.581 | 6620 | 17.1 | 0.533 |
725.18 | 1.26 | 4.63 | -3.92 | -- | -- | -- | -- | -0.699 | -- | -- | -- | -- | -- |
930.17 | 1.43 | 4.53 | -- | 1.89 | -- | -- | -- | -0.304 | 3.33 | -- | -- | -- | -- |
727.13 | 1.26 | 4.36 | -- | -- | 3.8 | -- | -- | 0.0438 | -- | 5 | 46906 | 17.2 | 0.417 |
1131.55 | 1.57 | 4.53 | -- | -- | -- | -- | -- | -0.263 | -- | -- | -- | -- | -- |
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 | 268.84 | wind | 5 | 720 | > th | dose independent | rect. | 17 | 2 |
2 | 270.63 | wind | 3 | 720 | > th | dose dependent | rect. | 17 | 1 |
12 | 280.83 | temperature | 25 | 270 | > th | dose independent | rect. | 14 | 12 |
14 | 281.43 | temperature | 25 | 270 | > th | dose independent | sin | 15 | NA |
21 | 282.46 | temperature | 25 | 270 | < th | dose independent | rect. | 15 | 13 |
32 | 283.01 | radiation | 1 | 720 | < th | dose dependent | sin | 19 | NA |
39 | 284.49 | radiation | 1 | 720 | < th | dose independent | sin | 19 | NA |
76 | 287.79 | radiation | 1 | 720 | > th | dose independent | rect. | 13 | 6 |
87 | 287.85 | radiation | 1 | 720 | < th | dose dependent | sin | 0 | NA |
90 | 287.90 | temperature | 25 | 90 | < th | dose independent | sin | 14 | NA |
97 | 288.41 | radiation | 1 | 720 | > th | dose independent | rect. | 15 | 15 |
120 | 289.50 | temperature | 25 | 720 | > th | dose dependent | rect. | 15 | 1 |
121 | 289.50 | radiation | 1 | 720 | < th | dose dependent | rect. | 7 | 17 |
124 | 289.61 | radiation | 1 | 720 | > th | dose independent | sin | 15 | NA |
130 | 289.77 | radiation | 1 | 720 | < th | dose dependent | rect. | 10 | 14 |
140 | 289.94 | radiation | 1 | 720 | < th | dose independent | rect. | 10 | 14 |
141 | 289.95 | temperature | 25 | 720 | > th | dose independent | rect. | 14 | 5 |
144 | 289.98 | radiation | 1 | 720 | < th | dose independent | rect. | 7 | 17 |
158 | 290.33 | temperature | 25 | 720 | > th | dose independent | rect. | 13 | 8 |
163 | 290.37 | temperature | 25 | 720 | > th | dose dependent | rect. | 13 | 6 |
224 | 291.78 | temperature | 25 | 720 | > th | dose dependent | rect. | 12 | 13 |
277 | 292.75 | radiation | 1 | 720 | < th | dose independent | rect. | 3 | 15 |
286 | 292.96 | radiation | 1 | 720 | < th | dose independent | sin | 0 | NA |
332 | 294.14 | radiation | 1 | 720 | > th | dose independent | rect. | 11 | 7 |
337 | 294.22 | temperature | 25 | 720 | > th | dose dependent | sin | 17 | NA |
385 | 294.77 | radiation | 1 | 720 | < th | dose dependent | rect. | 11 | 18 |
448 | 295.68 | radiation | 1 | 720 | < th | dose dependent | rect. | 3 | 17 |
451 | 295.73 | temperature | 25 | 270 | > th | dose dependent | sin | 12 | NA |
479 | 296.27 | radiation | 1 | 720 | < th | dose independent | rect. | 11 | 17 |
483 | 296.34 | radiation | 1 | 720 | < th | dose independent | rect. | 3 | 17 |
546 | 296.85 | wind | 1 | 720 | > th | dose dependent | sin | 18 | NA |
581 | 297.47 | radiation | 20 | 14400 | > th | dose independent | rect. | 16 | 2 |
635 | 298.00 | wind | 7 | 720 | < th | dose independent | rect. | 13 | 6 |
658 | 298.32 | radiation | 1 | 720 | > th | dose independent | rect. | 7 | 11 |
712 | 298.74 | radiation | 1 | 720 | > th | dose independent | rect. | 7 | 22 |
745 | 299.06 | temperature | 25 | 720 | > th | dose independent | rect. | 15 | 1 |
746 | 299.08 | radiation | 1 | 720 | > th | dose independent | rect. | 9 | 9 |
752 | 299.17 | wind | 3 | 720 | > th | dose independent | rect. | 10 | 10 |
790 | 299.60 | radiation | 1 | 720 | > th | dose independent | rect. | 9 | 20 |
864 | 300.06 | radiation | 10 | 43200 | < th | dose dependent | rect. | 18 | 11 |
876 | 300.12 | wind | 5 | 720 | < th | dose independent | rect. | 17 | 2 |
884 | 300.17 | wind | 3 | 720 | > th | dose independent | rect. | 10 | 12 |
937 | 300.61 | wind | 5 | 720 | < th | dose independent | rect. | 13 | 18 |
966 | 300.83 | radiation | 1 | 720 | > th | dose dependent | rect. | 15 | 15 |
980 | 300.96 | radiation | 10 | 43200 | < th | dose dependent | rect. | 18 | 1 |
994 | 301.04 | radiation | 1 | 720 | > th | dose dependent | rect. | 15 | 3 |