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Os08g0544500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to ARP2/3 regulatory protein subunit NAPP.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
20.78 | 0.214 | 10.4 | 0.889 | 0.334 | 0.108 | -0.136 | 1.99 | 0.282 | 23.8 | 28.88 | 1051 | -- | -- |
20.94 | 0.213 | 10.5 | 0.562 | 0.331 | 0.323 | -0.107 | -- | 0.273 | 23.9 | 29.7 | 1051 | -- | -- |
20.85 | 0.213 | 10.4 | 0.897 | 0.335 | 0.0998 | -- | 2.05 | 0.281 | 23.9 | 29.06 | 1040 | -- | -- |
20.98 | 0.213 | 10.5 | 0.568 | 0.334 | 0.323 | -- | -- | 0.272 | 23.9 | 29.74 | 1040 | -- | -- |
27.26 | 0.243 | 10.5 | 0.659 | -- | 0.369 | -- | 0.632 | 0.248 | -- | 26.3 | 1006 | -- | -- |
25.18 | 0.235 | 10.5 | 0.643 | 0.387 | -- | -0.0209 | -- | 0.22 | 23.9 | -- | -- | -- | -- |
25.18 | 0.235 | 10.5 | 0.644 | 0.387 | -- | -- | -- | 0.22 | 23.9 | -- | -- | -- | -- |
27.21 | 0.243 | 10.5 | 0.527 | -- | 0.487 | -- | -- | 0.191 | -- | 25.43 | 975 | -- | -- |
29.27 | 0.252 | 10.5 | -- | 0.323 | 0.408 | -- | -- | 0.252 | 23.9 | 29.85 | 1095 | -- | -- |
34.59 | 0.275 | 10.5 | 0.655 | -- | -- | -- | -- | 0.225 | -- | -- | -- | -- | -- |
36.1 | 0.281 | 10.5 | -- | 0.395 | -- | -- | -- | 0.148 | 24 | -- | -- | -- | -- |
33.99 | 0.272 | 10.5 | -- | -- | 0.603 | -- | -- | 0.0981 | -- | 24.32 | 988 | -- | -- |
45.91 | 0.316 | 10.5 | -- | -- | -- | -- | -- | 0.152 | -- | -- | -- | -- | -- |
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 | 20.27 | temperature | 30 | 720 | < th | dose independent | rect. | 15 | 6 |
4 | 20.44 | temperature | 25 | 720 | > th | dose dependent | rect. | 17 | 2 |
6 | 20.49 | humidity | 70 | 720 | > th | dose independent | rect. | 17 | 4 |
12 | 20.60 | humidity | 70 | 720 | > th | dose independent | rect. | 17 | 10 |
15 | 20.65 | humidity | 70 | 720 | < th | dose independent | rect. | 16 | 17 |
16 | 20.66 | humidity | 70 | 720 | > th | dose independent | rect. | 16 | 7 |
21 | 20.69 | humidity | 70 | 720 | < th | dose independent | rect. | 16 | 4 |
27 | 20.69 | temperature | 30 | 720 | < th | dose independent | rect. | 17 | 10 |
33 | 20.70 | temperature | 30 | 720 | > th | dose independent | rect. | 16 | 3 |
46 | 20.70 | temperature | 30 | 720 | < th | dose independent | rect. | 16 | 15 |
49 | 20.71 | humidity | 70 | 720 | > th | dose independent | rect. | 16 | 13 |
50 | 20.72 | temperature | 30 | 720 | > th | dose independent | sin | 12 | NA |
54 | 20.72 | humidity | 70 | 720 | > th | dose independent | rect. | 16 | 15 |
56 | 20.75 | temperature | 30 | 720 | < th | dose independent | rect. | 17 | 1 |
83 | 20.80 | humidity | 70 | 720 | > th | dose independent | rect. | 16 | 18 |
104 | 20.90 | temperature | 30 | 720 | < th | dose independent | sin | 12 | NA |
118 | 20.97 | humidity | 70 | 720 | > th | dose independent | sin | 12 | NA |
119 | 20.97 | humidity | 70 | 720 | < th | dose independent | sin | 12 | NA |
154 | 21.06 | humidity | 80 | 720 | < th | dose dependent | rect. | 16 | 5 |
187 | 21.14 | humidity | 60 | 14400 | < th | dose independent | rect. | 17 | 16 |
213 | 21.20 | temperature | 25 | 720 | > th | dose dependent | rect. | 16 | 16 |
217 | 21.22 | humidity | 60 | 14400 | < th | dose independent | rect. | 17 | 1 |
235 | 21.26 | humidity | 80 | 720 | < th | dose dependent | rect. | 16 | 17 |
243 | 21.28 | temperature | 30 | 720 | < th | dose independent | sin | 18 | NA |
247 | 21.28 | humidity | 70 | 720 | < th | dose dependent | sin | 11 | NA |
255 | 21.30 | radiation | 10 | 270 | < th | dose dependent | rect. | 8 | 17 |
281 | 21.33 | humidity | 50 | 14400 | > th | dose independent | rect. | 16 | 19 |
327 | 21.37 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 16 |
355 | 21.42 | humidity | 90 | 270 | < th | dose dependent | rect. | 12 | 10 |
358 | 21.43 | radiation | 10 | 270 | > th | dose independent | sin | 14 | NA |
370 | 21.44 | radiation | 10 | 270 | < th | dose dependent | sin | 17 | NA |
379 | 21.45 | wind | 1 | 1440 | < th | dose independent | rect. | 4 | 2 |
385 | 21.45 | radiation | 20 | 270 | < th | dose dependent | sin | 15 | NA |
400 | 21.47 | humidity | 70 | 90 | > th | dose independent | rect. | 17 | 10 |
402 | 21.47 | temperature | 25 | 720 | > th | dose dependent | sin | 14 | NA |
412 | 21.48 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 1 |
427 | 21.48 | humidity | 80 | 720 | < th | dose dependent | sin | 15 | NA |
447 | 21.49 | temperature | 30 | 720 | < th | dose independent | rect. | 11 | 15 |
451 | 21.50 | temperature | 30 | 720 | < th | dose independent | rect. | 11 | 9 |
484 | 21.53 | humidity | 50 | 4320 | > th | dose independent | rect. | 15 | 1 |
493 | 21.53 | radiation | 10 | 270 | < th | dose dependent | rect. | 5 | 22 |
512 | 21.55 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 7 |
525 | 21.56 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 5 |
554 | 21.57 | radiation | 1 | 270 | > th | dose dependent | sin | 14 | NA |
567 | 21.58 | humidity | 50 | 720 | > th | dose dependent | rect. | 15 | 6 |
597 | 21.59 | humidity | 50 | 270 | > th | dose dependent | rect. | 8 | 15 |
602 | 21.60 | radiation | 10 | 270 | < th | dose independent | sin | 15 | NA |
620 | 21.61 | humidity | 60 | 720 | > th | dose dependent | rect. | 17 | 2 |
622 | 21.61 | humidity | 60 | 14400 | < th | dose dependent | rect. | 17 | 17 |
628 | 21.62 | radiation | 20 | 270 | < th | dose dependent | rect. | 11 | 14 |
632 | 21.63 | temperature | 30 | 90 | < th | dose independent | rect. | 17 | 10 |
637 | 21.63 | temperature | 10 | 720 | > th | dose dependent | rect. | 12 | 7 |
638 | 21.63 | temperature | 15 | 270 | > th | dose dependent | rect. | 12 | 17 |
640 | 21.64 | humidity | 50 | 14400 | < th | dose independent | sin | 11 | NA |
644 | 21.64 | radiation | 10 | 270 | < th | dose independent | rect. | 9 | 16 |
666 | 21.66 | humidity | 50 | 14400 | < th | dose independent | rect. | 16 | 20 |
719 | 21.69 | temperature | 30 | 720 | < th | dose independent | rect. | 5 | 22 |
778 | 21.71 | radiation | 10 | 270 | > th | dose independent | rect. | 12 | 20 |
851 | 21.73 | temperature | 30 | 720 | < th | dose dependent | rect. | 17 | 2 |
872 | 21.74 | temperature | 30 | 720 | < th | dose independent | rect. | 24 | 21 |
880 | 21.74 | temperature | 20 | 270 | > th | dose dependent | rect. | 12 | 7 |
884 | 21.74 | temperature | 10 | 720 | > th | dose dependent | rect. | 12 | 10 |
887 | 21.74 | temperature | 10 | 720 | > th | dose dependent | rect. | 12 | 12 |
952 | 21.76 | radiation | 10 | 270 | < th | dose independent | rect. | 13 | 12 |
989 | 21.77 | wind | 1 | 1440 | > th | dose independent | rect. | 4 | 2 |