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Os02g0620500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Ammonium transporter Amt1;2 (Fragment).
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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 = atmosphere,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
145.16 | 0.566 | 4.07 | 0.231 | 0.726 | 0.569 | 0.427 | -0.794 | -0.0437 | 18.5 | 1012 | 4363 | -- | -- |
147.3 | 0.565 | 4.09 | 0.138 | 0.746 | 0.597 | 0.246 | -- | -0.0684 | 18.4 | 1012 | 4327 | -- | -- |
145.6 | 0.562 | 4.07 | 0.21 | 0.727 | 0.576 | -- | -0.759 | -0.0467 | 18.5 | 1012 | 4343 | -- | -- |
147.28 | 0.565 | 4.09 | 0.0461 | 0.725 | 0.597 | -- | -- | -0.0839 | 18.5 | 1012 | 4292 | -- | -- |
173.04 | 0.613 | 4.05 | 0.198 | -- | 0.644 | -- | -0.778 | -0.0541 | -- | 1012 | 4288 | -- | -- |
155.73 | 0.585 | 4.11 | -0.0756 | 0.749 | -- | 0.293 | -- | -0.183 | 18.5 | -- | -- | -- | -- |
155.94 | 0.585 | 4.11 | -0.0794 | 0.751 | -- | -- | -- | -0.182 | 18.4 | -- | -- | -- | -- |
174.73 | 0.616 | 4.07 | 0.0282 | -- | 0.671 | -- | -- | -0.0946 | -- | 1012 | 4181 | -- | -- |
147.32 | 0.565 | 4.09 | -- | 0.727 | 0.599 | -- | -- | -0.0933 | 18.5 | 1012 | 4239 | -- | -- |
185.22 | 0.636 | 4.09 | -0.0985 | -- | -- | -- | -- | -0.197 | -- | -- | -- | -- | -- |
156.1 | 0.584 | 4.11 | -- | 0.752 | -- | -- | -- | -0.173 | 18.4 | -- | -- | -- | -- |
174.75 | 0.616 | 4.07 | -- | -- | 0.669 | -- | -- | -0.0991 | -- | 1012 | 4176 | -- | -- |
185.48 | 0.636 | 4.09 | -- | -- | -- | -- | -- | -0.186 | -- | -- | -- | -- | -- |
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 | 139.64 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 4 |
2 | 139.64 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 4 |
3 | 139.67 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 4 |
4 | 139.71 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 4 |
8 | 139.84 | temperature | 25.0 | 30 | > th | dose independent | rect. | 6 | 8 |
12 | 140.44 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 5 | 1 |
14 | 140.49 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 5 | 1 |
15 | 140.49 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 5 | 1 |
21 | 140.61 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 5 | 1 |
23 | 140.70 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 24 | 17 |
24 | 140.78 | temperature | 25.0 | 30 | > th | dose independent | rect. | 6 | 10 |
27 | 140.81 | wind | 7.0 | 43200 | > th | dose independent | rect. | 12 | 1 |
28 | 140.89 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 24 | 12 |
40 | 141.32 | wind | 7.0 | 43200 | < th | dose independent | rect. | 12 | 1 |
48 | 141.45 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 11 | 2 |
55 | 141.84 | wind | 3.0 | 30 | < th | dose independent | rect. | 6 | 18 |
58 | 141.90 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 12 | 1 |
59 | 141.98 | wind | 5.0 | 30 | < th | dose dependent | rect. | 6 | 18 |
60 | 141.98 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 1 | 20 |
64 | 142.12 | temperature | 25.0 | 90 | < th | dose independent | rect. | 1 | 15 |
66 | 142.14 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 4 | 17 |
67 | 142.15 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 12 | 1 |
68 | 142.15 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 24 | 22 |
72 | 142.24 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 2 |
91 | 142.35 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 6 | 8 |
92 | 142.36 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 12 | 1 |
96 | 142.41 | temperature | 25.0 | 90 | < th | dose dependent | sin | 1 | NA |
104 | 142.47 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 2 |
119 | 142.56 | temperature | 30.0 | 10 | < th | dose dependent | sin | 3 | NA |
121 | 142.57 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 18 | 2 |
141 | 142.76 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 15 | 23 |
144 | 142.77 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 11 | 22 |
145 | 142.78 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 8 | 8 |
178 | 142.81 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 4 | 12 |
184 | 142.83 | humidity | 60.0 | 14400 | < th | dose dependent | sin | 1 | NA |
186 | 142.83 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 4 | 13 |
189 | 142.84 | radiation | 10.0 | 4320 | < th | dose dependent | rect. | 3 | 2 |
253 | 142.89 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 4 | 17 |
298 | 142.92 | radiation | 10.0 | 4320 | < th | dose dependent | rect. | 1 | 4 |
322 | 142.93 | humidity | 60.0 | 14400 | < th | dose dependent | no | NA | NA |
393 | 142.94 | wind | 7.0 | 10 | < th | dose dependent | rect. | 6 | 8 |
411 | 142.95 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 20 | 2 |
442 | 143.06 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 5 | 1 |
455 | 143.07 | radiation | 10.0 | 4320 | < th | dose independent | rect. | 3 | 2 |
459 | 143.08 | wind | 9.0 | 43200 | < th | dose independent | rect. | 24 | 1 |
464 | 143.12 | wind | 3.0 | 90 | < th | dose independent | sin | 21 | NA |
477 | 143.16 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 21 | 1 |
480 | 143.17 | radiation | 30.0 | 43200 | < th | dose dependent | rect. | 11 | 1 |
496 | 143.24 | radiation | 10.0 | 4320 | < th | dose independent | rect. | 1 | 4 |
503 | 143.28 | temperature | 25.0 | 30 | > th | dose independent | sin | 1 | NA |
504 | 143.28 | radiation | 30.0 | 43200 | > th | dose independent | rect. | 11 | 1 |
507 | 143.28 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 6 | 18 |
526 | 143.31 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 11 | 1 |
528 | 143.31 | humidity | 70.0 | 14400 | < th | dose dependent | sin | 9 | NA |
532 | 143.32 | wind | 3.0 | 30 | < th | dose independent | rect. | 6 | 13 |
538 | 143.33 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 13 |
541 | 143.35 | humidity | 60.0 | 43200 | > th | dose independent | rect. | 14 | 1 |
564 | 143.41 | radiation | 40.0 | 14400 | > th | dose dependent | rect. | 9 | 1 |
581 | 143.43 | humidity | 50.0 | 43200 | > th | dose dependent | rect. | 9 | 1 |
588 | 143.45 | humidity | 50.0 | 43200 | > th | dose dependent | rect. | 9 | 9 |
604 | 143.50 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 4 | 1 |
618 | 143.50 | radiation | 20.0 | 14400 | < th | dose independent | rect. | 16 | 16 |
621 | 143.50 | radiation | 1.0 | 4320 | > th | dose dependent | rect. | 4 | 1 |
640 | 143.52 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 16 | 21 |
647 | 143.53 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 12 | 18 |
672 | 143.54 | humidity | 60.0 | 43200 | < th | dose independent | rect. | 14 | 1 |
682 | 143.54 | wind | 5.0 | 30 | < th | dose dependent | rect. | 6 | 13 |
687 | 143.55 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 12 | 6 |
689 | 143.56 | temperature | 25.0 | 30 | < th | dose independent | sin | 1 | NA |
714 | 143.59 | wind | 5.0 | 30 | < th | dose independent | rect. | 6 | 8 |
733 | 143.63 | wind | 9.0 | 14400 | < th | dose independent | rect. | 14 | 1 |
735 | 143.63 | radiation | 1.0 | 43200 | > th | dose dependent | rect. | 10 | 2 |
768 | 143.65 | wind | 5.0 | 14400 | > th | dose dependent | rect. | 14 | 1 |
794 | 143.66 | humidity | 50.0 | 43200 | > th | dose dependent | rect. | 14 | 4 |
811 | 143.68 | humidity | 50.0 | 43200 | > th | dose dependent | rect. | 16 | 2 |
820 | 143.68 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 3 | 9 |
836 | 143.70 | radiation | 40.0 | 14400 | < th | dose dependent | rect. | 22 | 8 |
850 | 143.71 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 8 | 5 |
855 | 143.72 | radiation | 10.0 | 4320 | < th | dose independent | rect. | 22 | 7 |
861 | 143.72 | radiation | 20.0 | 43200 | < th | dose dependent | rect. | 9 | 6 |
898 | 143.76 | humidity | 60.0 | 14400 | < th | dose independent | sin | 9 | NA |
903 | 143.76 | wind | 5.0 | 90 | < th | dose dependent | sin | 21 | NA |
941 | 143.78 | radiation | 20.0 | 14400 | < th | dose dependent | rect. | 19 | 11 |
947 | 143.79 | radiation | 40.0 | 14400 | > th | dose dependent | sin | 11 | NA |
959 | 143.80 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 18 | 15 |
966 | 143.81 | temperature | 25.0 | 90 | < th | dose independent | rect. | 1 | 20 |
991 | 143.83 | radiation | 40.0 | 14400 | > th | dose dependent | rect. | 13 | 22 |
992 | 143.84 | wind | 7.0 | 14400 | > th | dose independent | rect. | 14 | 1 |