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Os04g0457400 |
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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
137.54 | 0.551 | 5.93 | 0.435 | 1.73 | 1.72 | 0.415 | -0.783 | 0.224 | 8.77 | 1.02 | 42 | -- | -- |
139.19 | 0.549 | 5.92 | 0.491 | 1.78 | 1.69 | -0.338 | -- | 0.242 | 8.75 | 1.01 | 44 | -- | -- |
137.78 | 0.547 | 5.93 | 0.456 | 1.75 | 1.71 | -- | -0.546 | 0.225 | 8.77 | 1.018 | 44 | -- | -- |
139.58 | 0.55 | 5.93 | 0.461 | 1.75 | 1.72 | -- | -- | 0.226 | 8.75 | 1.02 | 44 | -- | -- |
230.33 | 0.707 | 5.99 | 0.441 | -- | 2.49 | -- | -0.672 | 0.223 | -- | 1.02 | 26 | -- | -- |
197.78 | 0.659 | 5.87 | 0.554 | 3.43 | -- | -0.583 | -- | 0.295 | 10.5 | -- | -- | -- | -- |
199.17 | 0.661 | 5.87 | 0.531 | 3.44 | -- | -- | -- | 0.293 | 10.5 | -- | -- | -- | -- |
233.97 | 0.712 | 5.98 | 0.446 | -- | 2.51 | -- | -- | 0.226 | -- | 1.016 | 26 | -- | -- |
145.22 | 0.561 | 5.94 | -- | 1.73 | 1.75 | -- | -- | 0.184 | 8.66 | 1.019 | 44 | -- | -- |
923.34 | 1.42 | 5.96 | 0.471 | -- | -- | -- | -- | 0.28 | -- | -- | -- | -- | -- |
206.6 | 0.672 | 5.89 | -- | 3.43 | -- | -- | -- | 0.234 | 10.5 | -- | -- | -- | -- |
239.17 | 0.72 | 5.99 | -- | -- | 2.51 | -- | -- | 0.18 | -- | 0.9501 | 26 | -- | -- |
929.19 | 1.42 | 5.98 | -- | -- | -- | -- | -- | 0.227 | -- | -- | -- | -- | -- |
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 | 138.97 | radiation | 1.0 | 30 | < th | dose independent | rect. | 7 | 23 |
2 | 139.24 | radiation | 1.0 | 30 | > th | dose independent | no | NA | NA |
3 | 139.24 | radiation | 1.0 | 30 | > th | dose independent | rect. | 5 | 14 |
58 | 139.31 | radiation | 1.0 | 30 | < th | dose independent | no | NA | NA |
59 | 139.31 | radiation | 1.0 | 30 | < th | dose independent | rect. | 11 | 21 |
65 | 139.31 | radiation | 1.0 | 30 | < th | dose independent | rect. | 13 | 23 |
66 | 139.31 | radiation | 1.0 | 30 | < th | dose independent | rect. | 15 | 23 |
67 | 139.34 | radiation | 1.0 | 30 | < th | dose independent | rect. | 17 | 23 |
68 | 139.51 | radiation | 1.0 | 30 | < th | dose independent | rect. | 13 | 19 |
76 | 139.79 | radiation | 1.0 | 30 | < th | dose independent | rect. | 15 | 21 |
80 | 139.98 | radiation | 1.0 | 30 | < th | dose independent | rect. | 15 | 17 |
111 | 142.14 | radiation | 1.0 | 30 | < th | dose independent | rect. | 15 | 15 |
113 | 142.25 | radiation | 1.0 | 90 | < th | dose independent | rect. | 5 | 23 |
199 | 146.51 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 7 | 23 |
209 | 146.88 | radiation | 1.0 | 30 | < th | dose dependent | no | NA | NA |
210 | 146.88 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 11 | 21 |
216 | 146.88 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 13 | 23 |
217 | 146.88 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 15 | 23 |
219 | 146.91 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 17 | 23 |
225 | 147.08 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 13 | 19 |
233 | 147.13 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 15 | 12 |
247 | 147.41 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 15 | 21 |
253 | 147.59 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 15 | 17 |
299 | 148.59 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 15 | 15 |
301 | 148.72 | radiation | 10.0 | 30 | < th | dose dependent | sin | 12 | NA |
330 | 149.26 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 5 | 23 |
341 | 149.40 | radiation | 20.0 | 270 | < th | dose independent | rect. | 15 | 12 |
377 | 149.55 | radiation | 1.0 | 30 | > th | dose independent | rect. | 12 | 21 |
401 | 149.61 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 12 | 3 |
468 | 150.71 | radiation | 1.0 | 30 | > th | dose independent | sin | 12 | NA |
527 | 152.05 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 15 | 13 |
549 | 152.44 | radiation | 1.0 | 90 | > th | dose independent | rect. | 11 | 23 |
584 | 152.97 | radiation | 1.0 | 30 | < th | dose independent | sin | 12 | NA |
609 | 153.27 | radiation | 1.0 | 30 | < th | dose independent | rect. | 19 | 23 |
670 | 154.52 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 4 | 3 |
671 | 154.53 | radiation | 1.0 | 30 | < th | dose independent | rect. | 1 | 23 |
714 | 155.74 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 13 | 20 |
738 | 156.29 | radiation | 1.0 | 30 | < th | dose independent | rect. | 21 | 23 |
739 | 156.30 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 13 |
740 | 156.30 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 13 |
741 | 156.33 | radiation | 1.0 | 30 | > th | dose independent | rect. | 17 | 23 |
768 | 157.05 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 13 | 12 |
779 | 157.29 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 4 | 13 |
785 | 157.39 | humidity | 50.0 | 270 | > th | dose independent | rect. | 15 | 12 |
799 | 157.61 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 11 | 12 |
818 | 157.93 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 12 | 19 |
819 | 157.93 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 12 | 19 |
820 | 157.94 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 19 | 20 |
822 | 157.94 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 19 | 20 |
829 | 158.06 | radiation | 1.0 | 30 | < th | dose independent | rect. | 23 | 23 |
833 | 158.11 | radiation | 1.0 | 30 | > th | dose independent | rect. | 9 | 23 |
840 | 158.28 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 4 | 11 |
875 | 159.06 | temperature | 30.0 | 720 | < th | dose independent | rect. | 24 | 10 |
891 | 159.31 | radiation | 1.0 | 30 | > th | dose independent | rect. | 15 | 23 |
897 | 159.36 | temperature | 25.0 | 10 | > th | dose independent | rect. | 12 | 21 |
898 | 159.36 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 3 | 21 |
900 | 159.36 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 3 | 21 |
920 | 159.76 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 4 | 21 |
921 | 159.76 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 19 | 23 |
932 | 160.10 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 1 | 23 |
944 | 160.33 | radiation | 1.0 | 30 | > th | dose dependent | sin | 12 | NA |
959 | 160.46 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 13 |
966 | 160.51 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 21 | 23 |
972 | 160.58 | temperature | 30.0 | 270 | < th | dose independent | rect. | 7 | 12 |
976 | 160.69 | temperature | 30.0 | 720 | < th | dose independent | rect. | 7 | 5 |