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Os10g0469700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Leucine-rich repeat, typical subtype containing 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
152.24 | 0.58 | 10.5 | 1.54 | 0.747 | 1.4 | -0.343 | -0.983 | 0.655 | 0.644 | 20.17 | 3491 | -- | -- |
153.61 | 0.577 | 10.4 | 1.67 | 0.724 | 1.59 | -0.342 | -- | 0.698 | 0.576 | 20.09 | 3802 | -- | -- |
151.74 | 0.574 | 10.5 | 1.62 | 0.707 | 1.33 | -- | -1.01 | 0.712 | 0.249 | 20.02 | 2649 | -- | -- |
154.08 | 0.578 | 10.4 | 1.7 | 0.738 | 1.59 | -- | -- | 0.696 | 0.614 | 20.04 | 3541 | -- | -- |
182.25 | 0.629 | 10.5 | 1.6 | -- | 1.41 | -- | -1.16 | 0.675 | -- | 20.03 | 2527 | -- | -- |
199.25 | 0.662 | 10.3 | 2.61 | 0.795 | -- | -0.383 | -- | 1.11 | 0.596 | -- | -- | -- | -- |
199.87 | 0.662 | 10.3 | 2.63 | 0.796 | -- | -- | -- | 1.11 | 0.533 | -- | -- | -- | -- |
183.92 | 0.632 | 10.4 | 1.8 | -- | 1.69 | -- | -- | 0.74 | -- | 19.6 | 2476 | -- | -- |
155.77 | 0.581 | 10.5 | -- | 0.79 | 2.53 | -- | -- | 0.282 | 0.488 | 17.8 | 47291 | -- | -- |
239.63 | 0.723 | 10.3 | 2.65 | -- | -- | -- | -- | 1.13 | -- | -- | -- | -- | -- |
381.78 | 0.914 | 10.4 | -- | 0.836 | -- | -- | -- | 0.822 | 0.688 | -- | -- | -- | -- |
191.23 | 0.644 | 10.5 | -- | -- | 2.53 | -- | -- | 0.282 | -- | 17.8 | 47140 | -- | -- |
425.55 | 0.963 | 10.4 | -- | -- | -- | -- | -- | 0.834 | -- | -- | -- | -- | -- |
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 | 146.71 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 6 | 1 |
3 | 147.34 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 11 |
4 | 148.05 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 22 |
5 | 148.32 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 14 |
7 | 148.59 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 3 | 13 |
9 | 148.65 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 4 | 11 |
11 | 148.74 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 6 | 10 |
12 | 148.75 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 1 | 18 |
13 | 148.78 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 6 | 10 |
14 | 148.79 | humidity | 90.0 | 14400 | > th | dose dependent | sin | 3 | NA |
18 | 148.83 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 22 |
42 | 149.29 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 4 | 12 |
52 | 149.30 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 1 | 15 |
53 | 149.30 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 23 | 17 |
56 | 149.31 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 3 | 13 |
72 | 149.52 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 1 |
82 | 149.55 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 14 |
115 | 149.86 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 1 | 7 |
148 | 150.04 | radiation | 1.0 | 14400 | > th | dose independent | sin | 3 | NA |
153 | 150.07 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 1 | 7 |
154 | 150.07 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 1 | 7 |
155 | 150.09 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 1 | 7 |
158 | 150.11 | radiation | 1.0 | 14400 | < th | dose independent | sin | 4 | NA |
190 | 150.31 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 6 | 2 |
204 | 150.40 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 6 | 2 |
210 | 150.41 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 6 | 23 |
228 | 150.43 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 4 | 4 |
240 | 150.44 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 23 | 9 |
243 | 150.45 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 3 | 5 |
244 | 150.45 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 1 | 7 |
254 | 150.50 | temperature | 20.0 | 4320 | > th | dose dependent | rect. | 10 | 1 |
303 | 150.75 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 10 | 22 |
313 | 150.84 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 14 | 23 |
322 | 150.88 | radiation | 1.0 | 14400 | > th | dose independent | no | NA | NA |
400 | 150.99 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 14 | 18 |
465 | 151.27 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 6 | 23 |
525 | 151.42 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 5 | 12 |
528 | 151.43 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 9 | 23 |
534 | 151.48 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 6 | 20 |
536 | 151.49 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 6 | 1 |
541 | 151.49 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 6 | 18 |
544 | 151.49 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 14 | 23 |
561 | 151.53 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 23 | 21 |
563 | 151.53 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 3 | 23 |
564 | 151.54 | radiation | 1.0 | 14400 | < th | dose independent | no | NA | NA |
609 | 151.55 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 19 | 22 |
614 | 151.56 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 23 | 18 |
638 | 151.66 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 3 | 14 |
659 | 151.75 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 14 | 18 |
669 | 151.78 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 9 | 22 |
717 | 151.92 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 20 | 17 |
740 | 152.04 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 6 | 1 |
797 | 152.17 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 19 | 4 |
810 | 152.22 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 5 | 23 |
818 | 152.26 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 9 | 10 |
835 | 152.29 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 17 | 23 |
854 | 152.34 | humidity | 90.0 | 14400 | > th | dose dependent | no | NA | NA |
855 | 152.35 | radiation | 1.0 | 14400 | < th | dose dependent | sin | 2 | NA |
935 | 152.60 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 14 | 23 |
937 | 152.61 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 18 | 7 |
945 | 152.63 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 5 | 3 |
961 | 152.65 | radiation | 20.0 | 4320 | > th | dose dependent | rect. | 16 | 16 |
978 | 152.70 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 5 | 2 |
990 | 152.74 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 18 | 9 |