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Os02g0797100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Dehydration responsive element binding protein 2B (DREB2B 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 = wind,
response mode = < th, dose dependency = dose dependent, type of G = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
146.9 | 0.569 | 2.99 | -0.292 | 0.0917 | 4.6 | 0.562 | -20.5 | 0.0772 | 5.33 | 0.7921 | 93 | 7.95 | 0.95 |
148.64 | 0.568 | 2.99 | -0.324 | 0.116 | 5.92 | 0.616 | -- | 0.0745 | 5.12 | 0.7797 | 93 | 7.97 | 0.936 |
147.59 | 0.566 | 2.99 | -0.286 | 0.105 | 4.71 | -- | -19.1 | 0.0758 | 6.71 | 0.5 | 96 | 7.96 | 0.946 |
148.94 | 0.568 | 2.99 | -0.252 | 0.0923 | 6.33 | -- | -- | 0.0786 | 6.64 | 0.7732 | 93 | 7.95 | 0.94 |
148.15 | 0.567 | 2.99 | -0.285 | -- | 4.77 | -- | -18.7 | 0.077 | -- | 0.494 | 96 | 7.95 | 0.926 |
189.08 | 0.645 | 3 | -0.274 | 0.131 | -- | 0.436 | -- | 0.0544 | 6.13 | -- | -- | -- | -- |
189.34 | 0.644 | 3 | -0.268 | 0.144 | -- | -- | -- | 0.0536 | 7.68 | -- | -- | -- | -- |
148.17 | 0.567 | 3 | -0.237 | -- | 6.51 | -- | -- | 0.0773 | -- | 0.4475 | 93 | 8.03 | 0.468 |
150.59 | 0.572 | 2.99 | -- | 0.0919 | 6.32 | -- | -- | 0.105 | 6.69 | 0.78 | 93 | 7.95 | 0.95 |
190.46 | 0.645 | 3 | -0.266 | -- | -- | -- | -- | 0.0558 | -- | -- | -- | -- | -- |
191.23 | 0.647 | 2.99 | -- | 0.142 | -- | -- | -- | 0.0835 | 7.81 | -- | -- | -- | -- |
149.65 | 0.57 | 2.99 | -- | -- | 6.54 | -- | -- | 0.104 | -- | 0.7548 | 81 | 8.01 | 0.873 |
192.33 | 0.647 | 2.99 | -- | -- | -- | -- | -- | 0.0853 | -- | -- | -- | -- | -- |
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 | 147.66 | wind | 1 | 90 | < th | dose dependent | rect. | 8 | 1 |
2 | 152.17 | wind | 1 | 90 | < th | dose independent | rect. | 8 | 1 |
9 | 166.73 | radiation | 10 | 90 | < th | dose dependent | rect. | 8 | 3 |
14 | 168.79 | radiation | 10 | 90 | < th | dose independent | rect. | 9 | 2 |
16 | 169.20 | radiation | 10 | 90 | < th | dose dependent | rect. | 8 | 5 |
31 | 171.23 | radiation | 10 | 90 | < th | dose independent | rect. | 8 | 5 |
45 | 172.96 | humidity | 80 | 30 | > th | dose dependent | rect. | 9 | 1 |
56 | 173.46 | radiation | 10 | 90 | < th | dose independent | rect. | 8 | 7 |
133 | 176.61 | radiation | 10 | 270 | < th | dose independent | rect. | 7 | 20 |
153 | 177.14 | wind | 9 | 30 | > th | dose dependent | sin | 3 | NA |
191 | 177.84 | wind | 9 | 30 | < th | dose independent | sin | 0 | NA |
200 | 177.96 | radiation | 10 | 10 | < th | dose independent | rect. | 9 | 4 |
217 | 178.18 | radiation | 10 | 270 | < th | dose dependent | rect. | 6 | 22 |
222 | 178.24 | wind | 9 | 30 | > th | dose dependent | rect. | 11 | 1 |
245 | 178.31 | humidity | 80 | 10 | > th | dose independent | rect. | 10 | 1 |
285 | 178.58 | wind | 9 | 30 | > th | dose dependent | rect. | 11 | 5 |
322 | 178.75 | wind | 9 | 30 | > th | dose dependent | rect. | 15 | 21 |
329 | 178.81 | wind | 9 | 30 | > th | dose independent | rect. | 15 | 21 |
333 | 178.81 | wind | 9 | 30 | > th | dose dependent | rect. | 19 | 17 |
336 | 178.83 | wind | 9 | 30 | < th | dose independent | no | NA | NA |
350 | 178.91 | wind | 9 | 30 | > th | dose independent | sin | 1 | NA |
352 | 178.92 | wind | 9 | 30 | > th | dose dependent | rect. | 19 | 21 |
355 | 178.93 | wind | 9 | 30 | > th | dose independent | rect. | 11 | 9 |
390 | 179.14 | wind | 9 | 30 | > th | dose independent | rect. | 11 | 7 |
415 | 179.21 | radiation | 10 | 270 | < th | dose independent | rect. | 19 | 20 |
422 | 179.27 | radiation | 10 | 720 | < th | dose dependent | rect. | 22 | 15 |
423 | 179.28 | wind | 1 | 14400 | < th | dose dependent | rect. | 17 | 1 |
428 | 179.32 | wind | 9 | 30 | > th | dose dependent | rect. | 11 | 9 |
516 | 179.51 | wind | 9 | 30 | > th | dose independent | rect. | 11 | 1 |
582 | 179.57 | wind | 9 | 30 | > th | dose independent | rect. | 19 | 23 |
583 | 179.57 | radiation | 20 | 270 | < th | dose dependent | rect. | 19 | 20 |
602 | 179.62 | wind | 9 | 30 | > th | dose independent | rect. | 11 | 5 |
612 | 179.65 | wind | 9 | 30 | > th | dose dependent | no | NA | NA |
671 | 179.67 | radiation | 20 | 270 | < th | dose dependent | rect. | 20 | 17 |
802 | 179.89 | wind | 9 | 30 | > th | dose independent | no | NA | NA |
846 | 179.89 | wind | 9 | 30 | > th | dose independent | rect. | 17 | 23 |
866 | 179.94 | radiation | 20 | 720 | < th | dose dependent | rect. | 17 | 19 |
886 | 180.05 | radiation | 1 | 1440 | < th | dose independent | rect. | 18 | 9 |
888 | 180.06 | radiation | 1 | 1440 | < th | dose independent | rect. | 18 | 7 |
891 | 180.07 | radiation | 1 | 1440 | < th | dose independent | rect. | 18 | 5 |
904 | 180.08 | radiation | 1 | 1440 | < th | dose independent | rect. | 18 | 2 |
907 | 180.08 | radiation | 10 | 270 | < th | dose independent | rect. | 20 | 15 |
991 | 180.22 | wind | 9 | 720 | > th | dose dependent | rect. | 11 | 1 |