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Os08g0517100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to ASYMMETRIC LEAVES2 protein (LOB domain protein 36).
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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 = temperature,
response mode = > th, dose dependency = dose independent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
203.71 | 0.671 | 2.91 | -0.369 | 0.121 | 0.807 | 0.339 | -2.77 | -0.109 | 5.32 | 30 | 121 | -- | -- |
204.73 | 0.666 | 2.88 | -0.125 | 0.12 | 0.509 | 0.541 | -- | -0.0933 | 4.8 | 29.89 | 131 | -- | -- |
203.96 | 0.665 | 2.91 | -0.37 | 0.118 | 0.788 | -- | -2.83 | -0.114 | 5.89 | 30 | 121 | -- | -- |
205.19 | 0.667 | 2.88 | -0.128 | 0.109 | 0.481 | -- | -- | -0.101 | 6.03 | 29.9 | 131 | -- | -- |
204.59 | 0.666 | 2.91 | -0.357 | -- | 0.732 | -- | -2.83 | -0.112 | -- | 30 | 121 | -- | -- |
211.07 | 0.681 | 2.89 | -0.0554 | 0.0757 | -- | -0.195 | -- | -0.119 | 13.9 | -- | -- | -- | -- |
211.21 | 0.681 | 2.89 | -0.0615 | 0.0753 | -- | -- | -- | -0.12 | 13.6 | -- | -- | -- | -- |
205.81 | 0.668 | 2.89 | -0.118 | -- | 0.416 | -- | -- | -0.0999 | -- | 29.9 | 131 | -- | -- |
205.63 | 0.668 | 2.88 | -- | 0.116 | 0.463 | -- | -- | -0.0909 | 6.09 | 29.8 | 131 | -- | -- |
211.56 | 0.68 | 2.89 | -0.0645 | -- | -- | -- | -- | -0.122 | -- | -- | -- | -- | -- |
211.31 | 0.68 | 2.89 | -- | 0.0764 | -- | -- | -- | -0.113 | 13.7 | -- | -- | -- | -- |
206.18 | 0.669 | 2.88 | -- | -- | 0.405 | -- | -- | -0.0894 | -- | 29.84 | 131 | -- | -- |
211.67 | 0.679 | 2.89 | -- | -- | -- | -- | -- | -0.114 | -- | -- | -- | -- | -- |
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 | 200.04 | temperature | 30 | 270 | > th | dose independent | rect. | 9 | 2 |
18 | 200.43 | atmosphere | 1000 | 10 | < th | dose independent | rect. | 23 | 16 |
21 | 200.63 | temperature | 25 | 10 | > th | dose dependent | rect. | 9 | 1 |
23 | 200.72 | atmosphere | 1005 | 10 | < th | dose independent | rect. | 20 | 1 |
25 | 200.94 | temperature | 30 | 90 | > th | dose independent | rect. | 9 | 8 |
47 | 201.61 | temperature | 30 | 90 | > th | dose dependent | rect. | 18 | 17 |
63 | 201.78 | temperature | 30 | 90 | > th | dose dependent | sin | 9 | NA |
67 | 201.87 | atmosphere | 1000 | 10 | < th | dose independent | rect. | 5 | 1 |
74 | 201.87 | atmosphere | 1000 | 10 | < th | dose dependent | rect. | 5 | 1 |
89 | 201.93 | temperature | 30 | 90 | > th | dose independent | rect. | 14 | 1 |
91 | 201.98 | atmosphere | 1000 | 10 | < th | dose independent | rect. | 5 | 10 |
92 | 201.99 | temperature | 30 | 90 | > th | dose independent | rect. | 9 | 5 |
102 | 202.16 | humidity | 90 | 10 | > th | dose dependent | rect. | 20 | 1 |
106 | 202.23 | atmosphere | 1000 | 10 | < th | dose independent | rect. | 18 | 21 |
109 | 202.32 | temperature | 30 | 90 | > th | dose independent | sin | 1 | NA |
141 | 202.42 | radiation | 20 | 10 | > th | dose independent | rect. | 7 | 3 |
192 | 202.49 | temperature | 30 | 10 | > th | dose dependent | rect. | 16 | 22 |
193 | 202.51 | temperature | 25 | 30 | > th | dose independent | rect. | 9 | 1 |
218 | 202.62 | temperature | 30 | 90 | > th | dose dependent | rect. | 16 | 21 |
242 | 202.69 | wind | 3 | 720 | < th | dose dependent | rect. | 22 | 1 |
244 | 202.70 | wind | 1 | 720 | < th | dose dependent | rect. | 20 | 4 |
256 | 202.78 | temperature | 20 | 90 | > th | dose dependent | rect. | 11 | 23 |
294 | 202.98 | temperature | 30 | 270 | < th | dose independent | sin | 9 | NA |
296 | 203.00 | wind | 1 | 720 | < th | dose independent | rect. | 22 | 1 |
300 | 203.06 | temperature | 30 | 10 | > th | dose dependent | sin | 7 | NA |
302 | 203.08 | temperature | 30 | 270 | > th | dose independent | sin | 9 | NA |
334 | 203.20 | temperature | 30 | 90 | < th | dose independent | sin | 0 | NA |
335 | 203.20 | temperature | 30 | 90 | < th | dose independent | rect. | 20 | 23 |
341 | 203.22 | temperature | 30 | 90 | < th | dose independent | rect. | 3 | 11 |
379 | 203.31 | temperature | 20 | 90 | > th | dose dependent | rect. | 18 | 23 |
382 | 203.34 | atmosphere | 995 | 30 | > th | dose dependent | rect. | 3 | 23 |
384 | 203.35 | atmosphere | 1000 | 10 | < th | dose independent | sin | 4 | NA |
385 | 203.35 | atmosphere | 1000 | 10 | < th | dose independent | rect. | 23 | 21 |
412 | 203.40 | temperature | 30 | 90 | < th | dose dependent | rect. | 20 | 22 |
416 | 203.44 | atmosphere | 1000 | 10 | > th | dose independent | sin | 4 | NA |
428 | 203.53 | temperature | 25 | 1440 | < th | dose independent | rect. | 19 | 2 |
438 | 203.57 | temperature | 30 | 10 | > th | dose dependent | rect. | 9 | 5 |
448 | 203.57 | atmosphere | 1000 | 90 | < th | dose dependent | rect. | 22 | 14 |
454 | 203.58 | temperature | 30 | 90 | < th | dose independent | rect. | 9 | 9 |
465 | 203.64 | atmosphere | 1000 | 10 | < th | dose independent | rect. | 5 | 22 |
467 | 203.64 | temperature | 20 | 90 | > th | dose dependent | rect. | 4 | 23 |
484 | 203.72 | temperature | 30 | 90 | < th | dose independent | rect. | 8 | 23 |
492 | 203.74 | atmosphere | 1000 | 10 | < th | dose independent | rect. | 9 | 22 |
493 | 203.74 | temperature | 30 | 30 | > th | dose independent | rect. | 16 | 23 |
518 | 203.78 | temperature | 30 | 10 | > th | dose independent | rect. | 9 | 9 |
534 | 203.79 | temperature | 30 | 1440 | < th | dose independent | rect. | 10 | 1 |
537 | 203.79 | temperature | 30 | 90 | < th | dose independent | rect. | 3 | 23 |
544 | 203.81 | temperature | 25 | 270 | < th | dose independent | rect. | 20 | 19 |
548 | 203.84 | atmosphere | 1005 | 1440 | > th | dose independent | rect. | 18 | 1 |
549 | 203.84 | atmosphere | 1000 | 10 | < th | dose independent | rect. | 9 | 6 |
556 | 203.87 | temperature | 20 | 10 | > th | dose dependent | rect. | 19 | 23 |
559 | 203.88 | humidity | 80 | 270 | < th | dose independent | rect. | 7 | 1 |
580 | 203.91 | temperature | 30 | 10 | > th | dose independent | sin | 2 | NA |
584 | 203.93 | temperature | 30 | 1440 | > th | dose independent | rect. | 10 | 1 |
614 | 203.96 | temperature | 20 | 90 | > th | dose dependent | rect. | 22 | 23 |
625 | 203.99 | temperature | 25 | 1440 | > th | dose independent | rect. | 18 | 3 |
630 | 203.99 | atmosphere | 995 | 30 | > th | dose dependent | rect. | 8 | 23 |
634 | 204.00 | wind | 1 | 90 | < th | dose dependent | rect. | 14 | 1 |
640 | 204.02 | atmosphere | 1000 | 30 | > th | dose independent | rect. | 3 | 23 |
641 | 204.02 | temperature | 30 | 30 | < th | dose dependent | rect. | 3 | 23 |
642 | 204.03 | radiation | 20 | 10 | > th | dose independent | sin | 10 | NA |
643 | 204.03 | wind | 9 | 14400 | > th | dose independent | rect. | 11 | 1 |
672 | 204.06 | temperature | 25 | 4320 | > th | dose independent | rect. | 20 | 1 |
679 | 204.07 | atmosphere | 1005 | 1440 | < th | dose independent | rect. | 17 | 2 |
698 | 204.09 | temperature | 20 | 90 | > th | dose dependent | no | NA | NA |
748 | 204.16 | temperature | 20 | 90 | > th | dose dependent | rect. | 22 | 19 |
759 | 204.18 | temperature | 25 | 4320 | < th | dose independent | rect. | 12 | 15 |
763 | 204.19 | atmosphere | 1005 | 1440 | < th | dose independent | rect. | 15 | 5 |
767 | 204.20 | temperature | 30 | 90 | < th | dose dependent | rect. | 8 | 22 |
768 | 204.20 | temperature | 20 | 90 | > th | dose dependent | rect. | 1 | 23 |
778 | 204.22 | temperature | 30 | 90 | > th | dose independent | no | NA | NA |
920 | 204.26 | temperature | 30 | 1440 | < th | dose independent | rect. | 3 | 8 |
922 | 204.26 | humidity | 70 | 90 | < th | dose independent | rect. | 14 | 18 |
927 | 204.27 | atmosphere | 1005 | 1440 | > th | dose independent | rect. | 15 | 5 |
931 | 204.27 | temperature | 20 | 90 | > th | dose dependent | rect. | 1 | 16 |
932 | 204.27 | wind | 9 | 14400 | > th | dose dependent | rect. | 21 | 20 |
937 | 204.28 | temperature | 20 | 1440 | > th | dose dependent | rect. | 23 | 1 |
942 | 204.29 | wind | 9 | 14400 | > th | dose dependent | rect. | 6 | 11 |
947 | 204.30 | wind | 9 | 14400 | > th | dose dependent | rect. | 9 | 8 |
953 | 204.31 | temperature | 30 | 1440 | < th | dose independent | rect. | 20 | 15 |
961 | 204.32 | temperature | 25 | 4320 | > th | dose independent | rect. | 13 | 13 |
967 | 204.33 | wind | 9 | 14400 | < th | dose independent | rect. | 11 | 1 |