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Os02g0732200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : U box 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
335.5 | 0.861 | 6.99 | -2.51 | 1.44 | 1.72 | 1.15 | -1 | -0.175 | 18.4 | 27.76 | 1243 | -- | -- |
335.34 | 0.853 | 6.98 | -2.32 | 1.46 | 1.65 | 1.16 | -- | -0.213 | 18.4 | 27.05 | 1246 | -- | -- |
338.31 | 0.857 | 6.99 | -2.47 | 1.46 | 1.72 | -- | -0.579 | -0.233 | 18.2 | 27.08 | 1238 | -- | -- |
338.39 | 0.857 | 6.98 | -2.34 | 1.46 | 1.66 | -- | -- | -0.216 | 18.2 | 27.01 | 1234 | -- | -- |
390.33 | 0.92 | 7 | -2.44 | -- | 2.5 | -- | -0.558 | -0.404 | -- | 25.2 | 713 | -- | -- |
449.22 | 0.994 | 6.98 | -1.81 | 1.4 | -- | 1.39 | -- | -0.218 | 19.2 | -- | -- | -- | -- |
453.91 | 0.998 | 6.98 | -1.84 | 1.41 | -- | -- | -- | -0.213 | 19 | -- | -- | -- | -- |
390.64 | 0.921 | 6.98 | -2.36 | -- | 2.44 | -- | -- | -0.403 | -- | 25.1 | 712 | -- | -- |
470.81 | 1.01 | 6.9 | -- | 1.42 | 1.24 | -- | -- | 0.218 | 18.4 | 28.8 | 1196 | -- | -- |
558.62 | 1.1 | 6.95 | -1.87 | -- | -- | -- | -- | -0.239 | -- | -- | -- | -- | -- |
542.9 | 1.09 | 6.93 | -- | 1.43 | -- | -- | -- | -0.00827 | 18.9 | -- | -- | -- | -- |
530.52 | 1.07 | 6.92 | -- | -- | 2.02 | -- | -- | -0.121 | -- | 25.13 | 606 | -- | -- |
650.51 | 1.19 | 6.9 | -- | -- | -- | -- | -- | -0.032 | -- | -- | -- | -- | -- |
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 | 338.57 | humidity | 70 | 14400 | < th | dose dependent | rect. | 18 | 1 |
2 | 339.39 | humidity | 70 | 14400 | < th | dose dependent | rect. | 17 | 3 |
3 | 339.40 | humidity | 70 | 14400 | < th | dose dependent | rect. | 17 | 14 |
4 | 339.50 | humidity | 70 | 14400 | < th | dose dependent | rect. | 17 | 5 |
15 | 340.18 | humidity | 60 | 14400 | < th | dose independent | rect. | 17 | 2 |
16 | 340.42 | humidity | 80 | 1440 | < th | dose dependent | rect. | 15 | 6 |
18 | 340.45 | temperature | 30 | 1440 | < th | dose independent | sin | 12 | NA |
19 | 340.57 | temperature | 30 | 1440 | > th | dose independent | rect. | 15 | 4 |
34 | 340.61 | temperature | 30 | 1440 | < th | dose independent | rect. | 15 | 13 |
37 | 340.69 | temperature | 30 | 1440 | < th | dose independent | rect. | 15 | 16 |
40 | 340.73 | temperature | 30 | 1440 | > th | dose independent | sin | 12 | NA |
41 | 340.74 | temperature | 30 | 1440 | < th | dose independent | rect. | 15 | 10 |
42 | 340.74 | temperature | 25 | 1440 | > th | dose dependent | rect. | 15 | 4 |
45 | 340.78 | temperature | 25 | 1440 | > th | dose dependent | rect. | 15 | 2 |
48 | 340.83 | temperature | 30 | 1440 | < th | dose independent | rect. | 15 | 4 |
65 | 341.48 | temperature | 30 | 1440 | < th | dose independent | rect. | 15 | 21 |
67 | 341.74 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 2 |
70 | 341.84 | temperature | 30 | 1440 | < th | dose independent | rect. | 15 | 19 |
74 | 341.96 | wind | 7 | 43200 | > th | dose independent | rect. | 17 | 21 |
76 | 341.98 | humidity | 60 | 14400 | < th | dose independent | rect. | 17 | 15 |
82 | 342.07 | wind | 7 | 43200 | < th | dose independent | rect. | 17 | 21 |
84 | 342.09 | temperature | 30 | 1440 | > th | dose independent | rect. | 15 | 21 |
87 | 342.20 | wind | 5 | 43200 | > th | dose dependent | rect. | 16 | 22 |
94 | 342.38 | humidity | 60 | 14400 | < th | dose independent | rect. | 17 | 5 |
111 | 342.46 | temperature | 30 | 1440 | > th | dose independent | rect. | 15 | 19 |
138 | 342.67 | wind | 3 | 43200 | > th | dose dependent | rect. | 2 | 13 |
150 | 342.78 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 19 |
156 | 342.81 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 22 |
162 | 342.84 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 16 |
191 | 342.91 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 10 |
192 | 342.91 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 13 |
197 | 342.97 | temperature | 30 | 1440 | < th | dose independent | rect. | 17 | 23 |
205 | 343.10 | temperature | 30 | 1440 | < th | dose independent | rect. | 17 | 19 |
214 | 343.16 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 7 |
218 | 343.17 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 15 |
219 | 343.18 | temperature | 30 | 1440 | > th | dose dependent | sin | 16 | NA |
222 | 343.19 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 11 |
281 | 343.39 | temperature | 30 | 1440 | > th | dose dependent | rect. | 14 | 22 |
283 | 343.40 | wind | 3 | 43200 | > th | dose dependent | sin | 4 | NA |
288 | 343.44 | temperature | 30 | 1440 | < th | dose independent | rect. | 6 | 22 |
315 | 343.47 | temperature | 30 | 1440 | < th | dose independent | rect. | 22 | 21 |
321 | 343.48 | temperature | 30 | 1440 | < th | dose independent | no | NA | NA |
322 | 343.48 | temperature | 30 | 1440 | < th | dose independent | rect. | 24 | 19 |
327 | 343.48 | temperature | 30 | 1440 | < th | dose independent | rect. | 2 | 23 |
330 | 343.48 | temperature | 30 | 1440 | < th | dose independent | rect. | 24 | 23 |
377 | 343.54 | temperature | 30 | 1440 | < th | dose independent | rect. | 2 | 17 |
397 | 343.56 | temperature | 30 | 1440 | < th | dose independent | rect. | 6 | 13 |
461 | 343.64 | temperature | 30 | 1440 | > th | dose independent | rect. | 17 | 19 |
510 | 343.76 | temperature | 30 | 1440 | > th | dose dependent | no | NA | NA |
603 | 343.78 | temperature | 30 | 1440 | > th | dose independent | rect. | 9 | 10 |
628 | 343.82 | wind | 5 | 43200 | > th | dose independent | rect. | 1 | 15 |
632 | 343.82 | temperature | 30 | 1440 | > th | dose dependent | rect. | 17 | 23 |
671 | 343.96 | temperature | 30 | 14400 | > th | dose dependent | rect. | 17 | 2 |
685 | 343.97 | wind | 5 | 43200 | < th | dose independent | rect. | 1 | 15 |
704 | 344.06 | wind | 5 | 43200 | > th | dose independent | rect. | 21 | 19 |
707 | 344.07 | wind | 5 | 43200 | < th | dose independent | rect. | 21 | 19 |
708 | 344.08 | wind | 5 | 43200 | < th | dose independent | sin | 3 | NA |
715 | 344.10 | wind | 5 | 43200 | > th | dose independent | sin | 3 | NA |
721 | 344.11 | temperature | 30 | 1440 | > th | dose independent | rect. | 17 | 23 |
784 | 344.20 | humidity | 70 | 1440 | < th | dose independent | rect. | 15 | 16 |
791 | 344.24 | temperature | 30 | 1440 | > th | dose dependent | sin | 11 | NA |
816 | 344.27 | humidity | 70 | 1440 | < th | dose independent | rect. | 15 | 5 |
893 | 344.55 | temperature | 30 | 1440 | > th | dose independent | no | NA | NA |
895 | 344.55 | humidity | 70 | 1440 | < th | dose independent | sin | 13 | NA |