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Os02g0806400 |
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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
110.77 | 0.494 | 10.3 | 0.505 | 1.3 | 1.45 | 0.754 | 2.72 | -0.0398 | 17 | 28.42 | 27 | -- | -- |
120.39 | 0.511 | 10.3 | 0.969 | 1.29 | 1.4 | 0.0229 | -- | 0.0768 | 17 | 29.17 | 33 | -- | -- |
111.98 | 0.493 | 10.3 | 0.557 | 1.28 | 1.43 | -- | 2.39 | -0.0234 | 17 | 28.24 | 24 | -- | -- |
120.38 | 0.511 | 10.3 | 0.963 | 1.29 | 1.39 | -- | -- | 0.0704 | 17.1 | 29.2 | 33 | -- | -- |
180 | 0.628 | 10.3 | 0.423 | -- | 0.837 | -- | 2.19 | -0.177 | -- | 24.97 | 27 | -- | -- |
146.55 | 0.568 | 10.3 | 0.623 | 0.979 | -- | 0.368 | -- | -0.218 | 18.3 | -- | -- | -- | -- |
146.84 | 0.567 | 10.3 | 0.62 | 0.982 | -- | -- | -- | -0.216 | 18.2 | -- | -- | -- | -- |
188.6 | 0.642 | 10.3 | 0.746 | -- | 0.68 | -- | -- | -0.104 | -- | 25.2 | 16 | -- | -- |
142.19 | 0.558 | 10.3 | -- | 1.16 | 0.975 | -- | -- | -0.115 | 17.3 | 29.2 | 33 | -- | -- |
196.81 | 0.656 | 10.3 | 0.593 | -- | -- | -- | -- | -0.238 | -- | -- | -- | -- | -- |
156.96 | 0.586 | 10.4 | -- | 0.973 | -- | -- | -- | -0.286 | 18.2 | -- | -- | -- | -- |
202.21 | 0.664 | 10.3 | -- | -- | 0.447 | -- | -- | -0.225 | -- | 25.4 | 3 | -- | -- |
206.08 | 0.67 | 10.3 | -- | -- | -- | -- | -- | -0.304 | -- | -- | -- | -- | -- |
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 | 109.02 | temperature | 20 | 30 | > th | dose dependent | sin | 6 | NA |
5 | 110.04 | temperature | 30 | 30 | < th | dose dependent | rect. | 7 | 23 |
7 | 110.51 | temperature | 30 | 90 | < th | dose dependent | rect. | 23 | 20 |
10 | 110.82 | temperature | 20 | 10 | > th | dose dependent | rect. | 19 | 17 |
11 | 110.83 | temperature | 15 | 10 | > th | dose dependent | rect. | 6 | 16 |
14 | 110.92 | temperature | 30 | 30 | < th | dose dependent | rect. | 9 | 23 |
20 | 111.32 | temperature | 30 | 90 | < th | dose dependent | rect. | 21 | 22 |
23 | 111.51 | temperature | 15 | 10 | > th | dose dependent | rect. | 6 | 18 |
24 | 111.52 | temperature | 20 | 10 | > th | dose dependent | rect. | 6 | 20 |
26 | 111.60 | temperature | 10 | 270 | > th | dose dependent | rect. | 5 | 17 |
31 | 111.86 | temperature | 30 | 30 | < th | dose dependent | rect. | 11 | 23 |
33 | 111.97 | temperature | 30 | 30 | < th | dose dependent | no | NA | NA |
35 | 112.03 | temperature | 30 | 10 | < th | dose dependent | rect. | 13 | 23 |
36 | 112.03 | temperature | 30 | 30 | < th | dose dependent | rect. | 17 | 23 |
40 | 112.12 | temperature | 20 | 270 | > th | dose dependent | rect. | 17 | 18 |
45 | 112.21 | temperature | 10 | 270 | > th | dose dependent | rect. | 3 | 22 |
47 | 112.24 | temperature | 25 | 90 | < th | dose independent | rect. | 23 | 20 |
50 | 112.27 | temperature | 30 | 270 | < th | dose dependent | rect. | 9 | 21 |
51 | 112.27 | temperature | 30 | 30 | < th | dose dependent | rect. | 15 | 23 |
54 | 112.36 | temperature | 20 | 270 | > th | dose dependent | rect. | 16 | 20 |
55 | 112.36 | temperature | 20 | 10 | > th | dose dependent | rect. | 19 | 23 |
60 | 112.56 | temperature | 30 | 10 | < th | dose dependent | rect. | 21 | 23 |
62 | 112.62 | temperature | 30 | 90 | < th | dose dependent | rect. | 23 | 22 |
63 | 112.64 | temperature | 30 | 10 | < th | dose dependent | rect. | 1 | 23 |
71 | 112.76 | temperature | 25 | 90 | < th | dose independent | rect. | 23 | 18 |
99 | 113.24 | temperature | 30 | 30 | < th | dose dependent | sin | 5 | NA |
114 | 113.41 | temperature | 25 | 90 | < th | dose independent | rect. | 21 | 22 |
120 | 113.53 | temperature | 25 | 90 | < th | dose independent | rect. | 23 | 22 |
131 | 113.61 | temperature | 20 | 10 | > th | dose dependent | rect. | 23 | 23 |
132 | 113.62 | temperature | 25 | 90 | > th | dose independent | rect. | 23 | 23 |
133 | 113.62 | temperature | 20 | 270 | > th | dose dependent | rect. | 3 | 7 |
148 | 113.76 | temperature | 25 | 90 | < th | dose independent | rect. | 7 | 23 |
157 | 113.86 | temperature | 20 | 10 | > th | dose dependent | rect. | 13 | 23 |
183 | 114.13 | temperature | 30 | 30 | < th | dose dependent | rect. | 3 | 23 |
208 | 114.38 | temperature | 20 | 10 | > th | dose dependent | rect. | 15 | 23 |
209 | 114.39 | temperature | 20 | 10 | > th | dose dependent | rect. | 19 | 19 |
218 | 114.46 | temperature | 25 | 90 | < th | dose independent | rect. | 9 | 23 |
229 | 114.52 | temperature | 10 | 10 | > th | dose dependent | no | NA | NA |
234 | 114.54 | temperature | 20 | 10 | > th | dose dependent | rect. | 3 | 23 |
238 | 114.61 | temperature | 25 | 90 | > th | dose independent | rect. | 13 | 23 |
248 | 114.71 | temperature | 25 | 90 | < th | dose independent | rect. | 11 | 22 |
269 | 114.88 | temperature | 25 | 90 | < th | dose independent | no | NA | NA |
306 | 115.09 | temperature | 25 | 30 | < th | dose independent | rect. | 13 | 23 |
307 | 115.09 | temperature | 25 | 90 | < th | dose independent | rect. | 17 | 23 |
311 | 115.11 | temperature | 25 | 30 | > th | dose independent | rect. | 19 | 23 |
312 | 115.11 | temperature | 25 | 30 | < th | dose independent | rect. | 1 | 23 |
318 | 115.13 | temperature | 25 | 30 | > th | dose independent | rect. | 1 | 21 |
327 | 115.14 | temperature | 20 | 10 | > th | dose dependent | rect. | 1 | 23 |
344 | 115.24 | temperature | 25 | 30 | > th | dose independent | sin | 5 | NA |
351 | 115.27 | temperature | 25 | 90 | > th | dose independent | rect. | 1 | 23 |
352 | 115.27 | temperature | 25 | 30 | < th | dose independent | rect. | 15 | 23 |
400 | 115.58 | temperature | 25 | 90 | > th | dose independent | rect. | 3 | 23 |
413 | 115.64 | temperature | 20 | 10 | > th | dose dependent | rect. | 21 | 23 |
427 | 115.69 | temperature | 25 | 90 | > th | dose independent | no | NA | NA |
430 | 115.70 | temperature | 25 | 90 | > th | dose independent | rect. | 15 | 23 |
444 | 115.81 | temperature | 25 | 30 | < th | dose independent | rect. | 3 | 23 |
463 | 115.90 | temperature | 10 | 720 | > th | dose dependent | rect. | 21 | 14 |
490 | 116.05 | temperature | 25 | 10 | > th | dose independent | rect. | 6 | 23 |
499 | 116.09 | temperature | 10 | 720 | > th | dose dependent | rect. | 23 | 8 |
502 | 116.11 | temperature | 20 | 10 | > th | dose dependent | rect. | 21 | 15 |
511 | 116.15 | temperature | 10 | 720 | > th | dose dependent | sin | 7 | NA |
519 | 116.19 | temperature | 25 | 270 | > th | dose independent | rect. | 15 | 21 |
571 | 116.52 | temperature | 15 | 720 | > th | dose dependent | rect. | 23 | 10 |
584 | 116.57 | temperature | 25 | 30 | < th | dose independent | sin | 5 | NA |
681 | 116.94 | temperature | 25 | 30 | > th | dose independent | rect. | 21 | 23 |
699 | 116.99 | temperature | 30 | 90 | < th | dose dependent | rect. | 1 | 16 |
765 | 117.25 | temperature | 25 | 10 | > th | dose independent | rect. | 19 | 17 |
781 | 117.31 | temperature | 20 | 10 | > th | dose dependent | rect. | 23 | 13 |
827 | 117.49 | temperature | 10 | 720 | > th | dose dependent | rect. | 23 | 16 |
860 | 117.63 | temperature | 25 | 90 | > th | dose independent | rect. | 8 | 23 |
901 | 117.77 | temperature | 30 | 720 | < th | dose dependent | rect. | 1 | 7 |
908 | 117.83 | temperature | 25 | 90 | < th | dose independent | rect. | 1 | 16 |
919 | 117.90 | temperature | 30 | 10 | < th | dose dependent | rect. | 24 | 16 |
938 | 117.97 | temperature | 30 | 720 | < th | dose dependent | sin | 7 | NA |
961 | 118.03 | temperature | 25 | 10 | > th | dose independent | rect. | 1 | 11 |
981 | 118.10 | temperature | 30 | 720 | < th | dose dependent | rect. | 23 | 9 |