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Os11g0297000 |
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 = wind,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
55.93 | 0.351 | 7.52 | 1.96 | 1.48 | -0.201 | -0.911 | -2.41 | 0.799 | 20.8 | 1.2 | 47520 | -- | -- |
63.77 | 0.372 | 7.45 | 1.86 | 1.48 | 0.209 | -0.853 | -- | 0.842 | 20.8 | 5.4 | 47520 | -- | -- |
58.7 | 0.357 | 7.51 | 1.99 | 1.48 | -0.213 | -- | -2.31 | 0.815 | 20.9 | 1.2 | 47520 | -- | -- |
66.2 | 0.379 | 7.45 | 1.89 | 1.48 | 0.198 | -- | -- | 0.844 | 20.9 | 5.308 | 47520 | -- | -- |
182.76 | 0.63 | 7.46 | 2.21 | -- | -0.716 | -- | -2.23 | 0.858 | -- | 1.397 | 47520 | -- | -- |
64.12 | 0.375 | 7.44 | 1.99 | 1.48 | -- | -0.847 | -- | 0.881 | 20.8 | -- | -- | -- | -- |
66.51 | 0.382 | 7.44 | 2.02 | 1.48 | -- | -- | -- | 0.881 | 20.9 | -- | -- | -- | -- |
187.37 | 0.638 | 7.36 | 2.54 | -- | -1.06 | -- | -- | 1.05 | -- | 1.1 | 47520 | -- | -- |
100.92 | 0.468 | 7.54 | -- | 1.48 | 1.84 | -- | -- | 0.404 | 20.9 | 20.1 | 47520 | -- | -- |
192.4 | 0.648 | 7.4 | 2.02 | -- | -- | -- | -- | 0.87 | -- | -- | -- | -- | -- |
173.84 | 0.617 | 7.49 | -- | 1.48 | -- | -- | -- | 0.656 | 21 | -- | -- | -- | -- |
226.07 | 0.7 | 7.5 | -- | -- | 1.85 | -- | -- | 0.392 | -- | 19.57 | 47520 | -- | -- |
299.83 | 0.808 | 7.45 | -- | -- | -- | -- | -- | 0.647 | -- | -- | -- | -- | -- |
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 | 54.49 | wind | 1 | 4320 | < th | dose independent | rect. | 3 | 6 |
2 | 54.60 | wind | 1 | 4320 | < th | dose independent | rect. | 3 | 4 |
5 | 54.78 | wind | 1 | 4320 | > th | dose independent | rect. | 3 | 6 |
6 | 54.80 | wind | 1 | 4320 | > th | dose independent | rect. | 3 | 4 |
8 | 54.87 | wind | 1 | 4320 | > th | dose independent | rect. | 1 | 8 |
19 | 55.15 | wind | 1 | 4320 | < th | dose dependent | rect. | 3 | 6 |
34 | 55.48 | wind | 1 | 14400 | > th | dose independent | rect. | 24 | 4 |
45 | 55.78 | wind | 1 | 14400 | < th | dose independent | rect. | 24 | 4 |
47 | 55.83 | wind | 9 | 14400 | < th | dose independent | rect. | 23 | 5 |
48 | 55.86 | wind | 1 | 4320 | < th | dose independent | rect. | 3 | 2 |
56 | 55.98 | wind | 1 | 43200 | > th | dose independent | rect. | 8 | 1 |
73 | 56.20 | humidity | 90 | 90 | < th | dose dependent | rect. | 19 | 13 |
78 | 56.24 | wind | 1 | 43200 | > th | dose independent | rect. | 6 | 4 |
81 | 56.28 | wind | 1 | 43200 | < th | dose independent | rect. | 3 | 12 |
83 | 56.31 | wind | 1 | 43200 | < th | dose independent | rect. | 6 | 5 |
90 | 56.36 | wind | 1 | 43200 | > th | dose independent | rect. | 5 | 7 |
91 | 56.37 | wind | 1 | 43200 | < th | dose independent | rect. | 4 | 9 |
93 | 56.39 | wind | 1 | 43200 | < th | dose independent | sin | 3 | NA |
109 | 56.46 | wind | 1 | 43200 | > th | dose independent | rect. | 3 | 13 |
110 | 56.46 | wind | 1 | 43200 | > th | dose independent | rect. | 3 | 16 |
113 | 56.47 | wind | 1 | 43200 | < th | dose dependent | rect. | 7 | 3 |
117 | 56.49 | wind | 1 | 43200 | > th | dose independent | sin | 3 | NA |
143 | 56.54 | wind | 1 | 14400 | > th | dose independent | rect. | 16 | 15 |
144 | 56.54 | wind | 1 | 43200 | < th | dose independent | rect. | 24 | 15 |
152 | 56.56 | wind | 1 | 14400 | < th | dose independent | rect. | 16 | 15 |
157 | 56.57 | wind | 1 | 14400 | < th | dose independent | rect. | 14 | 17 |
166 | 56.58 | humidity | 80 | 720 | < th | dose dependent | rect. | 20 | 11 |
185 | 56.63 | wind | 1 | 43200 | < th | dose dependent | sin | 2 | NA |
189 | 56.64 | wind | 1 | 43200 | > th | dose independent | rect. | 24 | 19 |
203 | 56.66 | wind | 1 | 43200 | < th | dose independent | rect. | 23 | 21 |
206 | 56.67 | wind | 1 | 43200 | > th | dose independent | rect. | 24 | 16 |
214 | 56.67 | wind | 1 | 43200 | < th | dose dependent | rect. | 3 | 14 |
235 | 56.71 | wind | 1 | 43200 | < th | dose dependent | rect. | 4 | 9 |
236 | 56.71 | wind | 1 | 43200 | < th | dose dependent | rect. | 3 | 17 |
261 | 56.74 | wind | 1 | 43200 | < th | dose independent | rect. | 5 | 23 |
272 | 56.75 | wind | 1 | 43200 | < th | dose independent | rect. | 16 | 21 |
308 | 56.79 | wind | 1 | 43200 | < th | dose independent | rect. | 3 | 23 |
371 | 56.85 | wind | 1 | 4320 | < th | dose dependent | rect. | 2 | 13 |
372 | 56.85 | wind | 1 | 43200 | < th | dose dependent | rect. | 24 | 20 |
373 | 56.86 | wind | 1 | 43200 | < th | dose independent | no | NA | NA |
381 | 56.86 | wind | 1 | 43200 | < th | dose dependent | rect. | 24 | 18 |
387 | 56.88 | wind | 1 | 4320 | > th | dose independent | rect. | 20 | 13 |
402 | 56.90 | wind | 9 | 14400 | < th | dose independent | rect. | 23 | 8 |
412 | 56.91 | wind | 1 | 43200 | > th | dose independent | rect. | 15 | 20 |
417 | 56.91 | wind | 1 | 43200 | < th | dose independent | rect. | 8 | 23 |
422 | 56.92 | wind | 1 | 14400 | > th | dose independent | sin | 11 | NA |
432 | 56.92 | wind | 1 | 14400 | > th | dose dependent | rect. | 8 | 2 |
468 | 56.97 | temperature | 20 | 4320 | > th | dose independent | rect. | 17 | 1 |
483 | 56.99 | wind | 1 | 14400 | < th | dose independent | sin | 12 | NA |
489 | 56.99 | wind | 1 | 43200 | > th | dose independent | rect. | 5 | 23 |
491 | 56.99 | wind | 7 | 14400 | < th | dose dependent | rect. | 8 | 2 |
528 | 57.02 | wind | 1 | 4320 | > th | dose independent | sin | 7 | NA |
576 | 57.05 | wind | 1 | 43200 | < th | dose independent | rect. | 19 | 18 |
604 | 57.08 | wind | 1 | 43200 | > th | dose independent | no | NA | NA |
621 | 57.09 | wind | 1 | 43200 | > th | dose independent | rect. | 3 | 23 |
638 | 57.11 | temperature | 20 | 4320 | < th | dose independent | rect. | 17 | 1 |
651 | 57.12 | wind | 3 | 43200 | < th | dose independent | rect. | 9 | 1 |
663 | 57.12 | wind | 1 | 43200 | > th | dose independent | rect. | 18 | 23 |
664 | 57.12 | wind | 1 | 4320 | < th | dose dependent | sin | 5 | NA |
679 | 57.13 | radiation | 10 | 30 | > th | dose dependent | rect. | 6 | 2 |
692 | 57.13 | humidity | 90 | 720 | < th | dose dependent | rect. | 19 | 13 |
696 | 57.14 | wind | 1 | 4320 | < th | dose independent | sin | 7 | NA |
717 | 57.16 | temperature | 20 | 4320 | < th | dose independent | rect. | 13 | 5 |
743 | 57.17 | wind | 1 | 43200 | < th | dose dependent | rect. | 5 | 21 |
754 | 57.18 | wind | 1 | 43200 | > th | dose independent | rect. | 7 | 23 |
790 | 57.20 | wind | 1 | 43200 | < th | dose dependent | rect. | 5 | 23 |
793 | 57.21 | humidity | 80 | 720 | < th | dose independent | rect. | 19 | 13 |
814 | 57.23 | temperature | 20 | 4320 | > th | dose independent | rect. | 12 | 6 |
828 | 57.23 | wind | 1 | 43200 | < th | dose dependent | rect. | 3 | 23 |
861 | 57.26 | wind | 1 | 4320 | < th | dose independent | rect. | 1 | 14 |
912 | 57.30 | wind | 1 | 4320 | > th | dose independent | rect. | 1 | 15 |
997 | 57.34 | wind | 1 | 43200 | < th | dose dependent | rect. | 15 | 22 |