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Os03g0430400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Nuclear protein 5qNCA.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
17.79 | 0.198 | 12.5 | -0.547 | 0.258 | 0.0212 | -0.496 | 1.62 | 0.0851 | 12.1 | 29.79 | 278 | -- | -- |
18.18 | 0.199 | 12.5 | -0.396 | 0.263 | 0.199 | -0.482 | -- | 0.104 | 12.1 | 29.9 | 298 | -- | -- |
18.78 | 0.202 | 12.5 | -0.597 | 0.264 | -0.00324 | -- | 1.82 | 0.0805 | 12 | 29.7 | 223 | -- | -- |
19.35 | 0.205 | 12.5 | -0.408 | 0.269 | 0.209 | -- | -- | 0.0983 | 12.1 | 30 | 253 | -- | -- |
22.95 | 0.223 | 12.5 | -0.615 | -- | -0.0454 | -- | 2.08 | 0.0762 | -- | 29.7 | 288 | -- | -- |
19.26 | 0.206 | 12.5 | -0.42 | 0.255 | -- | -0.518 | -- | 0.111 | 11.6 | -- | -- | -- | -- |
20.37 | 0.211 | 12.5 | -0.442 | 0.259 | -- | -- | -- | 0.108 | 11.1 | -- | -- | -- | -- |
22.26 | 0.22 | 12.5 | -0.382 | -- | 0.256 | -- | -- | 0.138 | -- | 27.59 | 960 | -- | -- |
23.73 | 0.227 | 12.5 | -- | 0.274 | 0.277 | -- | -- | 0.138 | 12.5 | 30 | 298 | -- | -- |
24.58 | 0.232 | 12.5 | -0.448 | -- | -- | -- | -- | 0.106 | -- | -- | -- | -- | -- |
25.53 | 0.236 | 12.5 | -- | 0.264 | -- | -- | -- | 0.158 | 11.3 | -- | -- | -- | -- |
25.15 | 0.234 | 12.4 | -- | -- | 0.34 | -- | -- | 0.235 | -- | 26.1 | 882 | -- | -- |
29.88 | 0.255 | 12.5 | -- | -- | -- | -- | -- | 0.156 | -- | -- | -- | -- | -- |
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 | 17.39 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 12 | 6 |
5 | 17.48 | temperature | 30.0 | 270 | < th | dose independent | rect. | 18 | 21 |
9 | 17.52 | temperature | 30.0 | 270 | < th | dose independent | rect. | 7 | 8 |
16 | 17.59 | temperature | 30.0 | 270 | < th | dose independent | rect. | 20 | 17 |
19 | 17.60 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 13 | 8 |
23 | 17.62 | temperature | 30.0 | 270 | < th | dose independent | rect. | 22 | 23 |
24 | 17.63 | temperature | 30.0 | 270 | < th | dose independent | rect. | 9 | 15 |
25 | 17.63 | humidity | 60.0 | 270 | > th | dose independent | rect. | 20 | 17 |
27 | 17.64 | temperature | 30.0 | 270 | < th | dose independent | rect. | 13 | 22 |
31 | 17.65 | temperature | 30.0 | 270 | < th | dose independent | rect. | 11 | 23 |
32 | 17.65 | temperature | 30.0 | 270 | < th | dose independent | rect. | 24 | 23 |
36 | 17.66 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 11 | 8 |
39 | 17.68 | humidity | 60.0 | 270 | > th | dose independent | rect. | 7 | 7 |
40 | 17.69 | temperature | 30.0 | 270 | > th | dose independent | rect. | 10 | 6 |
47 | 17.70 | humidity | 60.0 | 270 | > th | dose independent | rect. | 18 | 20 |
54 | 17.72 | atmosphere | 1005.0 | 90 | > th | dose independent | rect. | 9 | 7 |
55 | 17.72 | humidity | 90.0 | 270 | < th | dose independent | rect. | 11 | 9 |
59 | 17.72 | temperature | 30.0 | 270 | > th | dose independent | rect. | 18 | 22 |
66 | 17.73 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 6 | 15 |
67 | 17.74 | temperature | 30.0 | 270 | < th | dose independent | sin | 2 | NA |
75 | 17.75 | temperature | 30.0 | 270 | > th | dose independent | sin | 1 | NA |
77 | 17.75 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 13 | 2 |
103 | 17.75 | temperature | 25.0 | 90 | > th | dose independent | rect. | 13 | 20 |
110 | 17.75 | atmosphere | 1010.0 | 270 | < th | dose dependent | rect. | 24 | 18 |
120 | 17.76 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 9 | 15 |
125 | 17.77 | atmosphere | 1005.0 | 10 | < th | dose independent | rect. | 13 | 7 |
127 | 17.77 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 3 | 15 |
129 | 17.77 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 21 | 18 |
170 | 17.80 | humidity | 90.0 | 90 | < th | dose independent | rect. | 13 | 8 |
178 | 17.80 | temperature | 30.0 | 270 | > th | dose independent | rect. | 15 | 23 |
190 | 17.81 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 15 | 6 |
197 | 17.82 | atmosphere | 1005.0 | 270 | < th | dose independent | sin | 22 | NA |
207 | 17.82 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 22 | 23 |
215 | 17.82 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 22 | 23 |
216 | 17.83 | temperature | 30.0 | 270 | < th | dose independent | no | NA | NA |
247 | 17.83 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 13 | 8 |
266 | 17.84 | humidity | 90.0 | 270 | < th | dose dependent | rect. | 11 | 9 |
269 | 17.84 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 13 | 20 |
283 | 17.85 | temperature | 25.0 | 90 | > th | dose independent | rect. | 15 | 18 |
293 | 17.85 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 11 | 9 |
298 | 17.86 | temperature | 30.0 | 270 | > th | dose independent | no | NA | NA |
299 | 17.86 | humidity | 60.0 | 270 | < th | dose independent | rect. | 13 | 1 |
300 | 17.86 | humidity | 70.0 | 4320 | < th | dose independent | rect. | 15 | 1 |
332 | 17.86 | temperature | 30.0 | 270 | < th | dose independent | rect. | 3 | 15 |
429 | 17.86 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 15 | 6 |
441 | 17.87 | radiation | 40.0 | 90 | < th | dose independent | rect. | 13 | 8 |
453 | 17.88 | humidity | 90.0 | 10 | < th | dose independent | rect. | 15 | 6 |
455 | 17.88 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 11 | 9 |
463 | 17.88 | radiation | 10.0 | 10 | < th | dose independent | rect. | 6 | 15 |
464 | 17.88 | wind | 7.0 | 90 | < th | dose independent | rect. | 21 | 16 |
471 | 17.88 | radiation | 1.0 | 270 | > th | dose independent | rect. | 11 | 20 |
477 | 17.88 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 11 | 9 |
483 | 17.88 | humidity | 60.0 | 720 | > th | dose dependent | rect. | 23 | 20 |
487 | 17.89 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 15 | 1 |
488 | 17.89 | temperature | 30.0 | 270 | > th | dose independent | rect. | 11 | 2 |
491 | 17.89 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 15 | 6 |
496 | 17.89 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 13 | 8 |
504 | 17.89 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 15 | 6 |
508 | 17.89 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 13 | 8 |
511 | 17.89 | humidity | 60.0 | 720 | > th | dose dependent | rect. | 23 | 18 |
516 | 17.90 | humidity | 60.0 | 270 | < th | dose independent | rect. | 12 | 3 |
518 | 17.90 | humidity | 70.0 | 270 | < th | dose independent | rect. | 12 | 5 |
540 | 17.90 | radiation | 20.0 | 90 | < th | dose independent | rect. | 16 | 18 |
546 | 17.90 | humidity | 90.0 | 270 | < th | dose dependent | rect. | 11 | 7 |
559 | 17.91 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 12 | 1 |
571 | 17.91 | humidity | 70.0 | 720 | > th | dose independent | rect. | 23 | 18 |
574 | 17.91 | humidity | 90.0 | 90 | < th | dose independent | rect. | 1 | 20 |
595 | 17.92 | wind | 1.0 | 30 | > th | dose independent | rect. | 13 | 8 |
604 | 17.92 | wind | 1.0 | 270 | > th | dose independent | rect. | 9 | 15 |
621 | 17.92 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 5 | 9 |
625 | 17.92 | humidity | 60.0 | 720 | > th | dose dependent | rect. | 7 | 21 |
631 | 17.93 | radiation | 40.0 | 30 | < th | dose independent | rect. | 15 | 6 |
637 | 17.93 | wind | 1.0 | 270 | > th | dose independent | rect. | 11 | 9 |
641 | 17.93 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 20 | 15 |
647 | 17.93 | wind | 9.0 | 30 | < th | dose independent | rect. | 21 | 18 |
650 | 17.93 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 21 | 18 |
658 | 17.93 | radiation | 40.0 | 720 | < th | dose independent | rect. | 7 | 21 |
675 | 17.94 | wind | 9.0 | 30 | < th | dose independent | rect. | 15 | 6 |
677 | 17.94 | wind | 1.0 | 270 | > th | dose independent | rect. | 13 | 7 |
697 | 17.94 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 9 | 7 |
703 | 17.94 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 15 | 18 |
704 | 17.94 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 21 | 18 |
708 | 17.94 | humidity | 90.0 | 270 | < th | dose dependent | rect. | 11 | 20 |
709 | 17.94 | temperature | 30.0 | 270 | > th | dose dependent | rect. | 17 | 21 |
711 | 17.95 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 12 | 1 |
712 | 17.95 | humidity | 70.0 | 720 | < th | dose independent | rect. | 15 | 1 |
717 | 17.95 | wind | 1.0 | 30 | > th | dose independent | rect. | 15 | 6 |
718 | 17.95 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 16 | 6 |
724 | 17.95 | wind | 1.0 | 270 | > th | dose independent | rect. | 7 | 7 |
745 | 17.95 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 22 | 18 |
748 | 17.95 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 15 | 18 |
755 | 17.95 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 18 | 21 |
760 | 17.95 | radiation | 40.0 | 720 | < th | dose independent | rect. | 7 | 23 |
769 | 17.95 | humidity | 90.0 | 270 | < th | dose dependent | rect. | 11 | 17 |
771 | 17.95 | humidity | 60.0 | 720 | > th | dose dependent | rect. | 9 | 19 |
780 | 17.96 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 15 | 2 |
781 | 17.96 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 15 | 4 |
783 | 17.96 | atmosphere | 1005.0 | 10 | < th | dose independent | rect. | 13 | 5 |
784 | 17.96 | temperature | 10.0 | 30 | > th | dose independent | rect. | 15 | 6 |
790 | 17.96 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 15 | 6 |
815 | 17.96 | temperature | 10.0 | 30 | > th | dose independent | rect. | 21 | 18 |
820 | 17.96 | radiation | 40.0 | 720 | < th | dose independent | rect. | 21 | 22 |
822 | 17.96 | temperature | 30.0 | 90 | > th | dose dependent | rect. | 11 | 6 |
835 | 17.96 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 13 | 20 |
848 | 17.97 | radiation | 1.0 | 270 | > th | dose independent | sin | 15 | NA |
873 | 17.97 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 21 | 16 |
883 | 17.97 | humidity | 70.0 | 720 | > th | dose independent | rect. | 7 | 21 |
885 | 17.97 | radiation | 40.0 | 720 | < th | dose independent | rect. | 5 | 23 |
886 | 17.97 | temperature | 30.0 | 270 | > th | dose dependent | rect. | 11 | 3 |
887 | 17.97 | humidity | 80.0 | 270 | < th | dose dependent | rect. | 12 | 4 |
953 | 17.98 | radiation | 1.0 | 270 | > th | dose independent | rect. | 13 | 17 |
962 | 17.98 | humidity | 70.0 | 720 | < th | dose independent | rect. | 19 | 21 |
965 | 17.98 | temperature | 30.0 | 30 | < th | dose independent | rect. | 11 | 23 |
968 | 17.98 | temperature | 30.0 | 270 | > th | dose dependent | sin | 4 | NA |
975 | 17.98 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 13 | 8 |
1000 | 17.98 | humidity | 60.0 | 720 | > th | dose dependent | rect. | 1 | 23 |