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Os11g0685600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to WRKY transcription factor 41.
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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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
119.66 | 0.514 | 7.72 | -0.425 | 1.53 | -0.337 | -1.37 | -0.829 | 0.272 | 13.3 | 24.98 | 263 | -- | -- |
122.22 | 0.515 | 7.73 | -0.598 | 1.47 | -0.381 | -1.3 | -- | 0.268 | 13.1 | 25.2 | 257 | -- | -- |
126.56 | 0.524 | 7.74 | -0.59 | 1.55 | -0.313 | -- | -0.391 | 0.24 | 13.5 | 24.82 | 266 | -- | -- |
124.48 | 0.523 | 7.73 | -0.709 | 1.45 | -0.369 | -- | -- | 0.296 | 13.7 | 27.2 | 272 | -- | -- |
208.54 | 0.676 | 7.8 | -0.951 | -- | -0.976 | -- | 0.278 | 0.0233 | -- | 25.9 | 13 | -- | -- |
128.88 | 0.532 | 7.71 | -0.576 | 1.69 | -- | -1.01 | -- | 0.37 | 13.8 | -- | -- | -- | -- |
132.8 | 0.54 | 7.71 | -0.607 | 1.69 | -- | -- | -- | 0.365 | 13.8 | -- | -- | -- | -- |
207.7 | 0.671 | 7.79 | -1.04 | -- | -1.05 | -- | -- | 0.13 | -- | 27 | 24 | -- | -- |
137.32 | 0.549 | 7.71 | -- | 1.51 | -0.287 | -- | -- | 0.388 | 13.7 | 27.2 | 272 | -- | -- |
306.33 | 0.818 | 7.73 | -0.677 | -- | -- | -- | -- | 0.326 | -- | -- | -- | -- | -- |
142.52 | 0.558 | 7.7 | -- | 1.7 | -- | -- | -- | 0.433 | 13.9 | -- | -- | -- | -- |
229.5 | 0.706 | 7.76 | -- | -- | -0.994 | -- | -- | 0.264 | -- | 26.9 | 25 | -- | -- |
318.41 | 0.833 | 7.72 | -- | -- | -- | -- | -- | 0.401 | -- | -- | -- | -- | -- |
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 | 110.85 | temperature | 20.0 | 30 | > th | dose independent | rect. | 23 | 18 |
2 | 111.06 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 23 | 18 |
5 | 111.68 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 6 | 10 |
23 | 113.45 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 5 | 6 |
30 | 113.82 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 5 | 21 |
39 | 114.18 | temperature | 25.0 | 270 | < th | dose independent | rect. | 1 | 13 |
45 | 114.27 | temperature | 10.0 | 270 | > th | dose dependent | sin | 3 | NA |
46 | 114.27 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 24 | 1 |
47 | 114.28 | wind | 3.0 | 43200 | < th | dose independent | rect. | 21 | 3 |
48 | 114.28 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 7 | 20 |
52 | 114.35 | temperature | 20.0 | 720 | > th | dose independent | rect. | 5 | 12 |
56 | 114.41 | wind | 3.0 | 43200 | < th | dose independent | rect. | 19 | 8 |
62 | 114.47 | wind | 3.0 | 43200 | > th | dose independent | rect. | 19 | 8 |
75 | 114.56 | wind | 3.0 | 43200 | > th | dose independent | rect. | 21 | 3 |
80 | 114.60 | temperature | 10.0 | 90 | > th | dose dependent | sin | 1 | NA |
82 | 114.63 | temperature | 10.0 | 10 | > th | dose dependent | sin | 22 | NA |
118 | 114.86 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 20 |
128 | 114.91 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 21 | 7 |
130 | 114.92 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 4 | 19 |
140 | 114.99 | humidity | 90.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
143 | 115.02 | temperature | 10.0 | 10 | > th | dose dependent | sin | 0 | NA |
201 | 115.32 | temperature | 30.0 | 90 | < th | dose independent | rect. | 17 | 6 |
216 | 115.36 | wind | 1.0 | 43200 | > th | dose independent | rect. | 9 | 4 |
230 | 115.42 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 1 | 18 |
235 | 115.45 | humidity | 60.0 | 90 | > th | dose independent | rect. | 17 | 6 |
251 | 115.49 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 1 | 20 |
254 | 115.50 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 1 | 13 |
273 | 115.56 | temperature | 25.0 | 270 | < th | dose independent | sin | 5 | NA |
274 | 115.56 | wind | 1.0 | 43200 | < th | dose independent | rect. | 9 | 4 |
280 | 115.58 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 11 |
286 | 115.60 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 17 | 6 |
291 | 115.60 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 9 | 4 |
292 | 115.61 | wind | 3.0 | 43200 | > th | dose independent | sin | 13 | NA |
297 | 115.62 | wind | 1.0 | 43200 | > th | dose independent | rect. | 10 | 2 |
298 | 115.62 | temperature | 20.0 | 90 | > th | dose independent | rect. | 7 | 10 |
300 | 115.62 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 19 | 6 |
318 | 115.67 | wind | 3.0 | 43200 | < th | dose independent | sin | 13 | NA |
335 | 115.72 | wind | 9.0 | 90 | < th | dose independent | rect. | 23 | 18 |
344 | 115.74 | wind | 7.0 | 14400 | > th | dose dependent | rect. | 22 | 22 |
347 | 115.76 | wind | 1.0 | 43200 | < th | dose independent | rect. | 10 | 2 |
352 | 115.76 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 17 | 6 |
366 | 115.80 | humidity | 50.0 | 43200 | > th | dose dependent | rect. | 3 | 1 |
380 | 115.83 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 20 | 2 |
400 | 115.88 | humidity | 50.0 | 43200 | > th | dose dependent | rect. | 24 | 2 |
429 | 115.93 | temperature | 30.0 | 90 | < th | dose independent | rect. | 17 | 14 |
431 | 115.93 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 23 | 10 |
433 | 115.94 | wind | 5.0 | 90 | < th | dose independent | rect. | 16 | 7 |
436 | 115.94 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 16 | 7 |
449 | 115.97 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 18 | 6 |
456 | 115.98 | humidity | 50.0 | 43200 | > th | dose dependent | rect. | 24 | 4 |
472 | 116.01 | radiation | 10.0 | 30 | < th | dose independent | rect. | 6 | 17 |
475 | 116.02 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 10 | 1 |
492 | 116.05 | wind | 1.0 | 90 | > th | dose independent | rect. | 17 | 6 |
499 | 116.06 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 23 | 18 |
512 | 116.08 | radiation | 1.0 | 10 | < th | dose independent | rect. | 16 | 7 |
568 | 116.15 | humidity | 60.0 | 90 | > th | dose independent | rect. | 17 | 14 |
571 | 116.15 | humidity | 60.0 | 43200 | > th | dose independent | rect. | 18 | 20 |
594 | 116.18 | wind | 9.0 | 14400 | < th | dose independent | rect. | 21 | 23 |
600 | 116.19 | humidity | 80.0 | 43200 | < th | dose dependent | sin | 10 | NA |
606 | 116.19 | wind | 7.0 | 14400 | > th | dose dependent | rect. | 16 | 22 |
638 | 116.23 | humidity | 60.0 | 43200 | < th | dose independent | rect. | 19 | 19 |
639 | 116.23 | wind | 9.0 | 14400 | < th | dose independent | rect. | 18 | 20 |
652 | 116.24 | wind | 7.0 | 14400 | > th | dose dependent | rect. | 18 | 20 |
654 | 116.25 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 20 | 15 |
692 | 116.30 | wind | 9.0 | 14400 | < th | dose independent | rect. | 16 | 22 |
719 | 116.33 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 4 | 15 |
726 | 116.34 | wind | 7.0 | 14400 | > th | dose dependent | sin | 4 | NA |
727 | 116.34 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 23 | 2 |
743 | 116.36 | wind | 5.0 | 43200 | < th | dose dependent | sin | 13 | NA |
748 | 116.36 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 17 | 17 |
772 | 116.39 | humidity | 70.0 | 43200 | > th | dose independent | rect. | 20 | 15 |
781 | 116.40 | humidity | 70.0 | 43200 | < th | dose independent | sin | 9 | NA |
795 | 116.41 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 17 | 6 |
801 | 116.41 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 17 | 6 |
808 | 116.42 | wind | 9.0 | 14400 | < th | dose independent | rect. | 3 | 17 |
821 | 116.43 | wind | 7.0 | 14400 | > th | dose dependent | rect. | 7 | 13 |
825 | 116.44 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 23 | 18 |
833 | 116.44 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 23 | 18 |
849 | 116.46 | temperature | 30.0 | 270 | < th | dose dependent | sin | 3 | NA |
857 | 116.47 | temperature | 10.0 | 90 | > th | dose independent | rect. | 17 | 6 |
883 | 116.48 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 16 | 15 |
887 | 116.49 | wind | 1.0 | 43200 | > th | dose independent | rect. | 5 | 8 |
895 | 116.49 | humidity | 70.0 | 43200 | < th | dose dependent | rect. | 10 | 3 |
913 | 116.50 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 6 | 17 |
934 | 116.52 | wind | 9.0 | 14400 | > th | dose independent | rect. | 16 | 22 |
937 | 116.52 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 8 | 3 |
967 | 116.55 | wind | 7.0 | 14400 | > th | dose independent | rect. | 22 | 20 |
973 | 116.55 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 19 | 5 |
974 | 116.55 | wind | 9.0 | 30 | < th | dose dependent | rect. | 17 | 6 |