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Os03g0819400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Heavy metal transport/detoxification protein domain 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
104.87 | 0.481 | 11.8 | -2.12 | 1.38 | 1.61 | 1.09 | -4.69 | -0.353 | 12.7 | 19.78 | 19 | -- | -- |
117.27 | 0.504 | 11.7 | -1.33 | 1.39 | 1.8 | -0.155 | -- | -0.128 | 12.8 | 11.99 | 19 | -- | -- |
108.38 | 0.485 | 11.8 | -1.92 | 1.35 | 1.63 | -- | -3.45 | -0.272 | 12.7 | 18.65 | 39 | -- | -- |
117.37 | 0.505 | 11.7 | -1.34 | 1.39 | 1.79 | -- | -- | -0.132 | 12.8 | 11.98 | 19 | -- | -- |
190.92 | 0.647 | 11.9 | -2.16 | -- | 2.86 | -- | -3.4 | -0.512 | -- | 18.65 | 39 | -- | -- |
147.65 | 0.57 | 11.7 | -0.987 | 1.86 | -- | 0.00767 | -- | 0.121 | 13.2 | -- | -- | -- | -- |
147.65 | 0.569 | 11.7 | -0.987 | 1.86 | -- | -- | -- | 0.121 | 13.2 | -- | -- | -- | -- |
201.98 | 0.662 | 11.8 | -1.67 | -- | 3.35 | -- | -- | -0.363 | -- | 8.658 | 7 | -- | -- |
159.71 | 0.592 | 11.7 | -- | 1.57 | 1.1 | -- | -- | 0.0964 | 13 | 15.2 | 90 | -- | -- |
361.9 | 0.889 | 11.7 | -1.06 | -- | -- | -- | -- | 0.0835 | -- | -- | -- | -- | -- |
173.31 | 0.616 | 11.6 | -- | 1.88 | -- | -- | -- | 0.231 | 13.2 | -- | -- | -- | -- |
270.61 | 0.769 | 11.7 | -- | -- | 2.72 | -- | -- | -0.118 | -- | 15.2 | 90 | -- | -- |
391.46 | 0.924 | 11.7 | -- | -- | -- | -- | -- | 0.201 | -- | -- | -- | -- | -- |
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 | 98.16 | temperature | 30 | 30 | < th | dose dependent | rect. | 7 | 23 |
3 | 99.72 | temperature | 10 | 720 | > th | dose dependent | rect. | 21 | 19 |
5 | 100.25 | wind | 7 | 43200 | > th | dose dependent | rect. | 18 | 2 |
13 | 100.97 | temperature | 10 | 270 | > th | dose dependent | rect. | 2 | 23 |
17 | 101.17 | wind | 7 | 43200 | > th | dose independent | rect. | 18 | 1 |
24 | 101.52 | wind | 7 | 43200 | < th | dose independent | rect. | 18 | 2 |
34 | 101.91 | wind | 9 | 43200 | < th | dose independent | rect. | 18 | 4 |
39 | 102.18 | wind | 9 | 43200 | > th | dose independent | rect. | 18 | 4 |
52 | 102.80 | wind | 7 | 43200 | < th | dose independent | rect. | 15 | 12 |
60 | 103.05 | wind | 7 | 43200 | > th | dose independent | rect. | 15 | 12 |
65 | 103.32 | wind | 7 | 43200 | > th | dose independent | rect. | 15 | 17 |
66 | 103.34 | wind | 5 | 43200 | > th | dose dependent | rect. | 15 | 11 |
69 | 103.40 | wind | 7 | 43200 | < th | dose independent | rect. | 15 | 17 |
71 | 103.42 | wind | 9 | 43200 | > th | dose independent | rect. | 17 | 8 |
83 | 103.59 | wind | 9 | 43200 | < th | dose independent | rect. | 18 | 7 |
85 | 103.62 | temperature | 25 | 270 | < th | dose dependent | rect. | 23 | 21 |
95 | 103.76 | temperature | 10 | 720 | > th | dose dependent | rect. | 12 | 21 |
120 | 104.00 | temperature | 30 | 30 | < th | dose dependent | rect. | 9 | 23 |
133 | 104.13 | wind | 7 | 43200 | < th | dose independent | rect. | 15 | 6 |
147 | 104.23 | wind | 9 | 43200 | > th | dose dependent | rect. | 17 | 8 |
159 | 104.35 | wind | 5 | 43200 | > th | dose dependent | rect. | 15 | 6 |
169 | 104.38 | temperature | 20 | 10 | > th | dose dependent | rect. | 21 | 23 |
196 | 104.61 | temperature | 20 | 90 | > th | dose dependent | rect. | 23 | 23 |
218 | 104.74 | wind | 5 | 43200 | > th | dose dependent | rect. | 14 | 17 |
231 | 104.81 | wind | 7 | 43200 | < th | dose independent | sin | 14 | NA |
234 | 104.81 | temperature | 15 | 10 | > th | dose dependent | rect. | 6 | 14 |
246 | 104.87 | wind | 7 | 43200 | > th | dose independent | rect. | 15 | 6 |
249 | 104.88 | wind | 7 | 43200 | > th | dose independent | sin | 13 | NA |
290 | 105.07 | temperature | 20 | 10 | > th | dose dependent | no | NA | NA |
310 | 105.14 | temperature | 20 | 10 | > th | dose dependent | rect. | 23 | 23 |
333 | 105.23 | wind | 5 | 43200 | > th | dose dependent | sin | 15 | NA |
352 | 105.34 | wind | 7 | 43200 | > th | dose dependent | sin | 13 | NA |
358 | 105.37 | wind | 5 | 43200 | > th | dose independent | sin | 16 | NA |
388 | 105.45 | temperature | 30 | 10 | < th | dose dependent | rect. | 1 | 23 |
405 | 105.52 | temperature | 15 | 720 | > th | dose dependent | sin | 6 | NA |
411 | 105.53 | temperature | 30 | 10 | < th | dose dependent | rect. | 15 | 23 |
437 | 105.63 | temperature | 20 | 1440 | > th | dose dependent | rect. | 13 | 6 |
440 | 105.65 | temperature | 20 | 90 | > th | dose dependent | rect. | 11 | 23 |
451 | 105.70 | wind | 9 | 43200 | > th | dose dependent | rect. | 22 | 1 |
473 | 105.76 | temperature | 25 | 720 | < th | dose dependent | rect. | 21 | 17 |
485 | 105.80 | temperature | 20 | 1440 | > th | dose dependent | rect. | 13 | 8 |
501 | 105.84 | temperature | 30 | 10 | < th | dose dependent | no | NA | NA |
518 | 105.88 | temperature | 30 | 10 | < th | dose dependent | rect. | 11 | 23 |
534 | 105.94 | wind | 7 | 43200 | < th | dose independent | rect. | 15 | 1 |
576 | 106.06 | temperature | 30 | 720 | < th | dose dependent | rect. | 15 | 21 |
618 | 106.19 | temperature | 30 | 30 | < th | dose dependent | rect. | 13 | 23 |
623 | 106.21 | temperature | 15 | 720 | > th | dose dependent | no | NA | NA |
627 | 106.22 | temperature | 20 | 10 | > th | dose dependent | rect. | 2 | 23 |
674 | 106.33 | radiation | 20 | 14400 | > th | dose dependent | rect. | 17 | 14 |
691 | 106.38 | radiation | 1 | 4320 | < th | dose dependent | rect. | 17 | 1 |
768 | 106.58 | temperature | 25 | 720 | < th | dose dependent | sin | 6 | NA |
818 | 106.71 | wind | 5 | 43200 | > th | dose dependent | rect. | 15 | 1 |
826 | 106.72 | temperature | 20 | 10 | > th | dose dependent | rect. | 23 | 21 |
830 | 106.73 | radiation | 10 | 14400 | < th | dose independent | rect. | 20 | 10 |
858 | 106.77 | radiation | 20 | 14400 | > th | dose dependent | rect. | 6 | 1 |
884 | 106.81 | radiation | 10 | 14400 | < th | dose independent | rect. | 4 | 2 |
944 | 106.93 | wind | 7 | 43200 | > th | dose independent | rect. | 15 | 1 |