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Os11g0514600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Somatic embryogenesis receptor kinase 1.
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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 = precipitation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
59.08 | 0.361 | 2.92 | 0.0404 | 0.0221 | 0.177 | -0.276 | 0.741 | 0.149 | 5.99 | 0.9415 | 3373 | -- | -- |
59.08 | 0.358 | 2.94 | -0.00654 | 0.0234 | 0.345 | -0.273 | -- | 0.149 | 5.98 | 0.8979 | 3482 | -- | -- |
59.21 | 0.358 | 2.92 | 0.026 | 0.0304 | 0.241 | -- | 0.608 | 0.157 | 9.23 | 0.9636 | 3481 | -- | -- |
59.21 | 0.358 | 2.93 | -0.0108 | 0.0399 | 0.363 | -- | -- | 0.158 | 9.69 | 0.9169 | 3372 | -- | -- |
59.28 | 0.359 | 2.93 | 0.0295 | -- | 0.213 | -- | 0.631 | 0.15 | -- | 0.9491 | 3473 | -- | -- |
61 | 0.366 | 2.94 | 0.0906 | 0.023 | -- | -0.264 | -- | 0.13 | 6.52 | -- | -- | -- | -- |
61.16 | 0.366 | 2.94 | 0.0875 | 0.0271 | -- | -- | -- | 0.131 | 9.03 | -- | -- | -- | -- |
59.29 | 0.359 | 2.94 | -0.00784 | -- | 0.347 | -- | -- | 0.151 | -- | 0.9049 | 3478 | -- | -- |
59.21 | 0.358 | 2.93 | -- | 0.0378 | 0.352 | -- | -- | 0.152 | 9.69 | 0.9152 | 3372 | -- | -- |
61.2 | 0.366 | 2.94 | 0.0874 | -- | -- | -- | -- | 0.131 | -- | -- | -- | -- | -- |
61.36 | 0.366 | 2.94 | -- | 0.0272 | -- | -- | -- | 0.121 | 8.79 | -- | -- | -- | -- |
59.29 | 0.359 | 2.94 | -- | -- | 0.344 | -- | -- | 0.152 | -- | 0.9065 | 3473 | -- | -- |
61.4 | 0.366 | 2.94 | -- | -- | -- | -- | -- | 0.121 | -- | -- | -- | -- | -- |
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 | 56.71 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 18 | 1 |
2 | 56.71 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 18 | 1 |
3 | 57.50 | wind | 1.0 | 10 | < th | dose dependent | rect. | 13 | 9 |
4 | 57.57 | wind | 1.0 | 10 | < th | dose independent | rect. | 13 | 9 |
6 | 57.65 | wind | 1.0 | 30 | < th | dose independent | rect. | 10 | 1 |
7 | 57.65 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
11 | 57.65 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
14 | 57.65 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 11 | 1 |
15 | 57.65 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 12 | 23 |
18 | 57.65 | wind | 1.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
19 | 57.65 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 11 | 1 |
21 | 57.68 | humidity | 70.0 | 30 | < th | dose independent | rect. | 10 | 1 |
22 | 57.70 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
23 | 57.72 | radiation | 20.0 | 30 | > th | dose independent | rect. | 10 | 1 |
26 | 57.73 | humidity | 80.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
28 | 57.75 | temperature | 20.0 | 10 | < th | dose independent | rect. | 12 | 9 |
32 | 57.76 | wind | 1.0 | 10 | < th | dose dependent | rect. | 9 | 6 |
61 | 57.82 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 10 | 8 |
62 | 57.84 | wind | 1.0 | 30 | < th | dose independent | rect. | 9 | 5 |
65 | 57.84 | radiation | 1.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
77 | 57.87 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 10 | 1 |
79 | 57.88 | temperature | 25.0 | 30 | > th | dose independent | rect. | 10 | 1 |
80 | 57.88 | atmosphere | 1000.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
82 | 57.89 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 10 | 1 |
85 | 57.89 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 13 | 5 |
89 | 57.90 | wind | 1.0 | 10 | < th | dose dependent | rect. | 11 | 3 |
97 | 57.92 | wind | 1.0 | 10 | < th | dose independent | rect. | 13 | 1 |
99 | 57.92 | humidity | 60.0 | 30 | > th | dose independent | rect. | 10 | 1 |
111 | 57.92 | wind | 1.0 | 10 | < th | dose dependent | rect. | 13 | 1 |
121 | 57.93 | wind | 5.0 | 30 | < th | dose independent | rect. | 10 | 1 |
124 | 57.93 | temperature | 10.0 | 30 | > th | dose independent | rect. | 10 | 1 |
126 | 57.93 | temperature | 30.0 | 30 | < th | dose independent | rect. | 10 | 1 |
132 | 57.93 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 10 | 1 |
138 | 57.93 | temperature | 10.0 | 30 | > th | dose independent | rect. | 11 | 23 |
139 | 57.93 | wind | 7.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
141 | 57.93 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 10 | 1 |
148 | 57.95 | wind | 1.0 | 30 | > th | dose independent | rect. | 10 | 1 |
149 | 57.95 | wind | 1.0 | 90 | < th | dose independent | rect. | 12 | 1 |
150 | 57.95 | temperature | 20.0 | 10 | < th | dose independent | rect. | 18 | 2 |
157 | 57.95 | wind | 1.0 | 90 | < th | dose dependent | rect. | 13 | 1 |
167 | 57.96 | radiation | 40.0 | 30 | < th | dose independent | rect. | 10 | 1 |
268 | 58.03 | atmosphere | 1000.0 | 270 | < th | dose independent | rect. | 16 | 1 |
282 | 58.04 | atmosphere | 1000.0 | 270 | < th | dose dependent | rect. | 16 | 1 |
296 | 58.05 | wind | 1.0 | 90 | < th | dose independent | rect. | 12 | 9 |
363 | 58.15 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
381 | 58.20 | wind | 1.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
436 | 58.28 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 10 | 8 |
461 | 58.32 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 13 | 5 |
480 | 58.37 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
481 | 58.37 | atmosphere | 1010.0 | 30 | < th | dose dependent | rect. | 6 | 1 |
489 | 58.39 | radiation | 40.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
498 | 58.42 | temperature | 25.0 | 270 | > th | dose independent | rect. | 5 | 3 |
499 | 58.44 | wind | 1.0 | 30 | < th | dose dependent | sin | 23 | NA |
505 | 58.47 | wind | 1.0 | 30 | < th | dose independent | sin | 22 | NA |
512 | 58.48 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 6 | 5 |
515 | 58.48 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 11 | 18 |
523 | 58.51 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 22 | 13 |
524 | 58.52 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 8 | 10 |
540 | 58.54 | wind | 9.0 | 30 | < th | dose independent | rect. | 11 | 23 |
585 | 58.58 | wind | 1.0 | 30 | > th | dose independent | sin | 22 | NA |
593 | 58.59 | precipitation | 0.1 | 270 | > th | dose dependent | sin | 20 | NA |
602 | 58.61 | wind | 3.0 | 720 | < th | dose dependent | rect. | 9 | 6 |
625 | 58.65 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 24 | 18 |
631 | 58.67 | humidity | 80.0 | 270 | > th | dose independent | rect. | 9 | 11 |
639 | 58.69 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 5 | 3 |
648 | 58.71 | humidity | 80.0 | 30 | < th | dose independent | rect. | 8 | 1 |
649 | 58.71 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 8 | 1 |
651 | 58.71 | radiation | 10.0 | 30 | > th | dose independent | rect. | 8 | 1 |
654 | 58.71 | wind | 1.0 | 30 | > th | dose dependent | rect. | 8 | 1 |
655 | 58.71 | temperature | 15.0 | 30 | > th | dose dependent | rect. | 8 | 1 |
657 | 58.71 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 8 | 1 |
662 | 58.72 | temperature | 25.0 | 30 | > th | dose independent | rect. | 8 | 1 |
674 | 58.73 | wind | 1.0 | 30 | > th | dose independent | rect. | 8 | 1 |
675 | 58.73 | wind | 5.0 | 30 | < th | dose independent | rect. | 8 | 1 |
678 | 58.73 | temperature | 10.0 | 30 | > th | dose independent | rect. | 8 | 1 |
681 | 58.73 | temperature | 30.0 | 30 | < th | dose independent | rect. | 8 | 1 |
682 | 58.73 | humidity | 50.0 | 30 | > th | dose independent | rect. | 8 | 1 |
687 | 58.73 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 8 | 1 |
690 | 58.73 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 8 | 1 |
691 | 58.73 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 4 | 14 |
692 | 58.73 | temperature | 10.0 | 30 | > th | dose independent | rect. | 9 | 23 |
694 | 58.73 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 8 | 1 |
696 | 58.73 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 8 | 1 |
700 | 58.74 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 9 | 1 |
703 | 58.74 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 9 | 1 |
706 | 58.74 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 9 | 1 |
707 | 58.74 | radiation | 30.0 | 30 | < th | dose independent | rect. | 8 | 1 |
712 | 58.74 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 23 |
715 | 58.74 | radiation | 1.0 | 30 | > th | dose dependent | rect. | 8 | 1 |
724 | 58.75 | wind | 9.0 | 30 | < th | dose dependent | rect. | 8 | 1 |
725 | 58.75 | wind | 3.0 | 720 | < th | dose dependent | rect. | 13 | 1 |
735 | 58.77 | wind | 1.0 | 720 | < th | dose independent | rect. | 9 | 4 |
739 | 58.77 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 8 | 1 |
741 | 58.77 | radiation | 40.0 | 30 | < th | dose dependent | rect. | 8 | 1 |
774 | 58.81 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 6 | 1 |
788 | 58.82 | temperature | 25.0 | 90 | > th | dose independent | rect. | 5 | 6 |
805 | 58.83 | humidity | 70.0 | 270 | > th | dose dependent | rect. | 9 | 11 |
813 | 58.84 | wind | 1.0 | 720 | < th | dose independent | rect. | 13 | 8 |
834 | 58.85 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 8 | 1 |
836 | 58.85 | wind | 1.0 | 720 | < th | dose dependent | rect. | 13 | 8 |
882 | 58.90 | wind | 3.0 | 720 | > th | dose independent | rect. | 11 | 4 |
883 | 58.90 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 5 | 13 |
884 | 58.90 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 5 | 13 |
889 | 58.90 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 5 | 13 |
899 | 58.92 | atmosphere | 1005.0 | 10 | < th | dose independent | rect. | 20 | 1 |
902 | 58.92 | humidity | 80.0 | 270 | < th | dose independent | rect. | 9 | 12 |
916 | 58.93 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 13 | 6 |
917 | 58.93 | wind | 1.0 | 720 | > th | dose independent | rect. | 11 | 8 |
922 | 58.93 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 13 | 6 |
923 | 58.93 | wind | 1.0 | 720 | < th | dose dependent | rect. | 9 | 12 |
927 | 58.94 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 13 | 6 |
933 | 58.94 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 24 | 18 |
972 | 58.97 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 15 | 4 |
977 | 58.97 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 15 | 4 |
984 | 58.98 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 8 | 11 |
985 | 58.98 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 8 | 11 |
998 | 58.98 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 8 | 11 |