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Os03g0733400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Zinc finger, BED-type predicted 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 = precipitation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23.42 | 0.227 | 12 | 0.811 | 0.182 | -0.547 | -0.368 | 3.34 | 0.263 | 23 | -8.952e-05 | 1433 | -- | -- |
24.08 | 0.229 | 12 | 0.707 | 0.189 | 0.371 | -0.365 | -- | 0.281 | 22.8 | 0.06681 | 1425 | -- | -- |
23.96 | 0.228 | 12 | 0.828 | 0.187 | -0.571 | -- | 3.41 | 0.264 | 22.6 | -0.07148 | 1392 | -- | -- |
24.56 | 0.231 | 12 | 0.729 | 0.182 | 0.367 | -- | -- | 0.275 | 22.6 | 0.2985 | 1424 | -- | -- |
26.09 | 0.238 | 12 | 0.821 | -- | -0.464 | -- | 3.05 | 0.267 | -- | -0.7565 | 1404 | -- | -- |
25.41 | 0.236 | 12 | 0.786 | 0.182 | -- | -0.342 | -- | 0.26 | 22.9 | -- | -- | -- | -- |
25.89 | 0.238 | 12 | 0.801 | 0.185 | -- | -- | -- | 0.262 | 22.5 | -- | -- | -- | -- |
26.49 | 0.24 | 12 | 0.731 | -- | 0.344 | -- | -- | 0.278 | -- | 0.4326 | 1720 | -- | -- |
32.73 | 0.266 | 12 | -- | 0.175 | 0.572 | -- | -- | 0.27 | 22.9 | 0.5007 | 23895 | -- | -- |
27.99 | 0.247 | 12 | 0.804 | -- | -- | -- | -- | 0.263 | -- | -- | -- | -- | -- |
42.8 | 0.306 | 12 | -- | 0.191 | -- | -- | -- | 0.173 | 22.8 | -- | -- | -- | -- |
32.36 | 0.265 | 12 | -- | -- | 0.475 | -- | -- | 0.284 | -- | 1.109 | 44834 | -- | -- |
45.05 | 0.313 | 12 | -- | -- | -- | -- | -- | 0.174 | -- | -- | -- | -- | -- |
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 | 22.51 | humidity | 90.0 | 1440 | > th | dose dependent | rect. | 18 | 4 |
7 | 22.69 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 20 | 1 |
9 | 22.71 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 20 | 2 |
14 | 22.77 | wind | 9.0 | 1440 | < th | dose independent | rect. | 6 | 4 |
17 | 22.81 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 17 | 1 |
27 | 22.97 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 4 | 14 |
29 | 22.97 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 4 | 14 |
31 | 22.99 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 4 | 14 |
41 | 23.03 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 22 | 20 |
42 | 23.03 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 22 | 20 |
43 | 23.04 | radiation | 1.0 | 720 | < th | dose independent | rect. | 17 | 7 |
44 | 23.04 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 22 | 20 |
62 | 23.07 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 22 | 20 |
72 | 23.11 | temperature | 25.0 | 720 | < th | dose independent | rect. | 18 | 3 |
80 | 23.12 | temperature | 25.0 | 720 | > th | dose independent | rect. | 17 | 3 |
83 | 23.12 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 3 | 15 |
97 | 23.15 | temperature | 25.0 | 720 | < th | dose independent | rect. | 19 | 1 |
100 | 23.15 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 17 | 7 |
124 | 23.19 | wind | 1.0 | 270 | < th | dose dependent | rect. | 22 | 1 |
151 | 23.23 | precipitation | 0.1 | 1440 | > th | dose independent | sin | 1 | NA |
153 | 23.23 | precipitation | 0.1 | 1440 | < th | dose independent | sin | 1 | NA |
163 | 23.23 | precipitation | 0.1 | 1440 | < th | dose dependent | sin | 1 | NA |
193 | 23.27 | precipitation | 0.1 | 1440 | > th | dose dependent | sin | 2 | NA |
194 | 23.27 | wind | 1.0 | 30 | < th | dose dependent | rect. | 22 | 5 |
208 | 23.29 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 8 | 1 |
219 | 23.30 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 8 | 1 |
238 | 23.31 | radiation | 1.0 | 720 | > th | dose independent | rect. | 17 | 2 |
259 | 23.31 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 4 | 2 |
265 | 23.32 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 4 | 2 |
291 | 23.33 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 15 | 22 |
294 | 23.34 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 15 | 19 |
301 | 23.34 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 15 | 19 |
302 | 23.34 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 15 | 20 |
313 | 23.35 | wind | 1.0 | 30 | < th | dose dependent | rect. | 10 | 17 |
326 | 23.36 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 15 | 22 |
340 | 23.37 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 4 | 2 |
343 | 23.37 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 15 | 19 |
349 | 23.37 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 4 | 2 |
365 | 23.38 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 4 | 5 |
377 | 23.38 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 4 | 5 |
500 | 23.42 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 2 | 23 |
504 | 23.43 | wind | 3.0 | 1440 | > th | dose independent | rect. | 4 | 2 |
516 | 23.43 | precipitation | 0.1 | 1440 | > th | dose dependent | no | NA | NA |
517 | 23.43 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 9 | 1 |
537 | 23.43 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 12 | 23 |
539 | 23.44 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 9 | 5 |
549 | 23.44 | humidity | 90.0 | 1440 | > th | dose dependent | sin | 17 | NA |
562 | 23.44 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 9 | 23 |
569 | 23.45 | precipitation | 0.1 | 1440 | > th | dose independent | no | NA | NA |
570 | 23.45 | precipitation | 0.1 | 1440 | < th | dose independent | no | NA | NA |
577 | 23.45 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 12 | 22 |
587 | 23.45 | precipitation | 0.1 | 1440 | < th | dose dependent | no | NA | NA |
590 | 23.45 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 4 | 5 |
602 | 23.46 | wind | 7.0 | 1440 | > th | dose independent | rect. | 2 | 3 |
606 | 23.46 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 4 | 5 |
608 | 23.46 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 9 | 6 |
613 | 23.46 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 9 | 23 |
617 | 23.46 | wind | 7.0 | 1440 | > th | dose dependent | rect. | 2 | 3 |
620 | 23.46 | humidity | 90.0 | 1440 | > th | dose dependent | rect. | 9 | 6 |
630 | 23.46 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 7 | 23 |
643 | 23.47 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 8 | 10 |
657 | 23.47 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 9 | 23 |
660 | 23.47 | precipitation | 0.1 | 1440 | > th | dose dependent | sin | 9 | NA |
686 | 23.47 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 9 | 23 |
699 | 23.48 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 7 | 23 |
702 | 23.48 | temperature | 25.0 | 720 | > th | dose dependent | sin | 14 | NA |
750 | 23.50 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 21 | 22 |
752 | 23.50 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 7 | 23 |
767 | 23.50 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 7 | 23 |
779 | 23.51 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 21 | 22 |
786 | 23.51 | humidity | 90.0 | 1440 | > th | dose dependent | rect. | 8 | 11 |
798 | 23.52 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 4 | 10 |
815 | 23.52 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 4 | 10 |
825 | 23.53 | precipitation | 0.1 | 1440 | < th | dose independent | sin | 7 | NA |
827 | 23.53 | wind | 3.0 | 1440 | < th | dose independent | rect. | 4 | 2 |
847 | 23.53 | precipitation | 0.1 | 1440 | < th | dose dependent | sin | 7 | NA |
877 | 23.54 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 14 | 14 |
897 | 23.54 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 14 | 14 |
902 | 23.55 | humidity | 90.0 | 1440 | > th | dose independent | sin | 16 | NA |
903 | 23.55 | precipitation | 0.1 | 1440 | > th | dose independent | sin | 7 | NA |
906 | 23.55 | wind | 3.0 | 1440 | > th | dose independent | rect. | 2 | 6 |
910 | 23.55 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 4 | 10 |
922 | 23.55 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 9 | 23 |
967 | 23.56 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 8 | 3 |
983 | 23.56 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 9 | 18 |
986 | 23.56 | wind | 1.0 | 30 | < th | dose dependent | rect. | 7 | 20 |