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Os04g0594100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to P-type R2R3 Myb protein (Fragment).
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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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
638.83 | 1.19 | 5.58 | -0.244 | 1.27 | 8.37 | 0.765 | 29.1 | 0.197 | 5.18 | 1.019 | 4256 | 18 | 11.1 |
820.16 | 1.34 | 4.46 | -1.82 | 1.35 | 0.752 | 1.22 | -- | 0.478 | 5.03 | 5.559 | 22 | 18.7 | 12 |
617.51 | 1.16 | 5.56 | -0.223 | 1.29 | 8.4 | -- | 29.1 | 0.213 | 5.18 | 0.9769 | 3540 | 18 | 11.4 |
781.44 | 1.31 | 4.45 | -1.91 | 1.16 | 3.36 | -- | -- | 0.507 | 6.06 | -0.5519 | 6839 | 18.3 | 11.6 |
693.71 | 1.23 | 5.55 | -0.0333 | -- | 8.55 | -- | 28.9 | 0.273 | -- | 0.8546 | 3557 | 18 | 11.4 |
821.69 | 1.34 | 4.46 | -1.84 | 1.38 | -- | 1.11 | -- | 0.464 | 5.05 | -- | -- | -- | -- |
824.76 | 1.34 | 4.47 | -1.84 | 1.39 | -- | -- | -- | 0.459 | 5.12 | -- | -- | -- | -- |
786.28 | 1.31 | 4.47 | -0.661 | -- | 3.58 | -- | -- | 0.689 | -- | -4.373 | 19420 | 17.6 | 11.8 |
674.34 | 1.21 | 4.49 | -- | 1.36 | 2.69 | -- | -- | 0.474 | 5.23 | 0.04229 | 47520 | 18.4 | 9.52 |
926.43 | 1.42 | 4.48 | -1.79 | -- | -- | -- | -- | 0.494 | -- | -- | -- | -- | -- |
914.23 | 1.41 | 4.42 | -- | 1.36 | -- | -- | -- | 0.664 | 5.17 | -- | -- | -- | -- |
734.57 | 1.26 | 4.5 | -- | -- | 3.77 | -- | -- | 0.695 | -- | -5.129 | 42451 | 17.6 | 11.7 |
1011.22 | 1.48 | 4.44 | -- | -- | -- | -- | -- | 0.693 | -- | -- | -- | -- | -- |
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 | 641.15 | humidity | 90 | 14400 | < th | dose independent | rect. | 21 | 9 |
2 | 642.02 | radiation | 20 | 14400 | < th | dose independent | rect. | 5 | 1 |
8 | 645.47 | radiation | 1 | 4320 | > th | dose dependent | rect. | 18 | 11 |
17 | 649.96 | humidity | 90 | 43200 | < th | dose independent | rect. | 5 | 5 |
21 | 650.25 | humidity | 90 | 43200 | < th | dose independent | rect. | 4 | 8 |
24 | 650.61 | humidity | 80 | 43200 | > th | dose dependent | rect. | 9 | 1 |
26 | 651.20 | humidity | 90 | 14400 | < th | dose independent | rect. | 1 | 2 |
27 | 651.25 | humidity | 90 | 14400 | > th | dose independent | rect. | 21 | 9 |
32 | 651.72 | radiation | 1 | 4320 | > th | dose dependent | rect. | 18 | 1 |
47 | 652.53 | humidity | 90 | 14400 | > th | dose independent | rect. | 1 | 1 |
49 | 652.73 | radiation | 1 | 4320 | < th | dose independent | rect. | 18 | 12 |
56 | 653.76 | humidity | 90 | 43200 | > th | dose independent | rect. | 5 | 2 |
65 | 654.31 | humidity | 90 | 14400 | > th | dose independent | rect. | 24 | 7 |
67 | 654.51 | humidity | 80 | 43200 | > th | dose dependent | rect. | 5 | 7 |
68 | 654.53 | radiation | 40 | 14400 | < th | dose independent | rect. | 15 | 1 |
74 | 654.79 | radiation | 40 | 14400 | < th | dose independent | rect. | 15 | 13 |
79 | 655.19 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 15 |
84 | 655.63 | humidity | 80 | 43200 | > th | dose dependent | rect. | 6 | 5 |
85 | 655.65 | radiation | 40 | 14400 | < th | dose independent | rect. | 15 | 5 |
89 | 655.84 | radiation | 40 | 14400 | < th | dose independent | rect. | 15 | 3 |
93 | 656.27 | radiation | 40 | 14400 | < th | dose independent | rect. | 15 | 10 |
98 | 656.37 | humidity | 90 | 43200 | > th | dose independent | rect. | 4 | 9 |
108 | 656.79 | humidity | 90 | 43200 | > th | dose independent | rect. | 5 | 5 |
109 | 656.86 | radiation | 30 | 14400 | > th | dose dependent | rect. | 16 | 16 |
120 | 657.48 | radiation | 1 | 4320 | < th | dose independent | rect. | 18 | 10 |
125 | 657.60 | humidity | 90 | 14400 | > th | dose independent | rect. | 24 | 3 |
132 | 657.87 | humidity | 90 | 43200 | < th | dose independent | rect. | 8 | 2 |
151 | 658.39 | radiation | 1 | 4320 | < th | dose independent | rect. | 18 | 2 |
153 | 658.41 | radiation | 1 | 4320 | < th | dose independent | rect. | 18 | 7 |
166 | 658.83 | humidity | 90 | 43200 | > th | dose independent | rect. | 8 | 2 |
175 | 659.21 | radiation | 1 | 43200 | > th | dose independent | rect. | 18 | 11 |
187 | 659.59 | radiation | 30 | 14400 | < th | dose independent | rect. | 7 | 1 |
198 | 660.10 | radiation | 30 | 14400 | < th | dose independent | rect. | 24 | 8 |
201 | 660.16 | radiation | 30 | 14400 | < th | dose independent | rect. | 2 | 6 |
211 | 660.31 | radiation | 30 | 14400 | < th | dose independent | rect. | 19 | 13 |
216 | 660.45 | radiation | 1 | 4320 | > th | dose independent | rect. | 18 | 12 |
226 | 660.99 | humidity | 90 | 43200 | < th | dose independent | sin | 2 | NA |
263 | 662.24 | radiation | 30 | 14400 | > th | dose dependent | rect. | 7 | 1 |
287 | 662.78 | radiation | 1 | 4320 | < th | dose dependent | rect. | 2 | 3 |
297 | 663.05 | wind | 5 | 43200 | < th | dose independent | rect. | 12 | 20 |
304 | 663.32 | humidity | 90 | 14400 | < th | dose independent | sin | 11 | NA |
307 | 663.35 | wind | 5 | 43200 | > th | dose independent | rect. | 12 | 20 |
363 | 664.40 | wind | 5 | 43200 | < th | dose independent | rect. | 4 | 17 |
364 | 664.40 | wind | 5 | 43200 | < th | dose independent | rect. | 24 | 21 |
377 | 664.61 | wind | 9 | 43200 | < th | dose independent | rect. | 5 | 1 |
401 | 664.88 | radiation | 1 | 4320 | > th | dose independent | rect. | 18 | 1 |
420 | 664.95 | radiation | 1 | 43200 | < th | dose independent | rect. | 18 | 11 |
425 | 664.97 | temperature | 15 | 43200 | > th | dose independent | rect. | 5 | 1 |
431 | 665.00 | wind | 5 | 43200 | < th | dose independent | rect. | 6 | 11 |
432 | 665.06 | wind | 5 | 43200 | > th | dose independent | rect. | 4 | 17 |
437 | 665.11 | wind | 5 | 43200 | < th | dose independent | rect. | 4 | 13 |
442 | 665.15 | wind | 5 | 43200 | > th | dose independent | rect. | 24 | 21 |
487 | 665.52 | wind | 5 | 43200 | > th | dose independent | rect. | 6 | 11 |
494 | 665.59 | wind | 5 | 43200 | < th | dose independent | sin | 23 | NA |
504 | 665.65 | humidity | 90 | 43200 | > th | dose independent | sin | 2 | NA |
518 | 665.76 | wind | 5 | 43200 | < th | dose independent | rect. | 6 | 19 |
564 | 666.14 | wind | 5 | 43200 | > th | dose independent | sin | 23 | NA |
582 | 666.25 | wind | 5 | 43200 | > th | dose independent | rect. | 6 | 19 |
606 | 666.43 | wind | 3 | 43200 | > th | dose dependent | rect. | 4 | 13 |
609 | 666.44 | wind | 3 | 43200 | > th | dose dependent | rect. | 24 | 21 |
617 | 666.50 | wind | 3 | 43200 | > th | dose dependent | rect. | 2 | 19 |
630 | 666.54 | wind | 3 | 43200 | > th | dose dependent | rect. | 6 | 11 |
690 | 666.88 | radiation | 1 | 43200 | > th | dose independent | rect. | 18 | 1 |
715 | 666.93 | radiation | 30 | 14400 | > th | dose independent | rect. | 16 | 16 |
717 | 666.93 | wind | 3 | 43200 | > th | dose dependent | sin | 0 | NA |
735 | 667.01 | wind | 5 | 43200 | < th | dose independent | no | NA | NA |
737 | 667.01 | wind | 3 | 43200 | > th | dose dependent | rect. | 11 | 21 |
773 | 667.24 | wind | 5 | 43200 | < th | dose independent | sin | 16 | NA |
775 | 667.25 | radiation | 1 | 4320 | < th | dose dependent | rect. | 19 | 11 |
778 | 667.28 | radiation | 10 | 14400 | > th | dose independent | rect. | 5 | 1 |
799 | 667.32 | wind | 5 | 43200 | < th | dose independent | rect. | 18 | 23 |
808 | 667.35 | wind | 5 | 43200 | > th | dose independent | sin | 16 | NA |
855 | 667.58 | wind | 1 | 43200 | > th | dose dependent | rect. | 9 | 7 |
874 | 667.72 | wind | 5 | 43200 | > th | dose independent | no | NA | NA |
899 | 667.85 | radiation | 1 | 4320 | < th | dose independent | rect. | 18 | 16 |
910 | 667.92 | wind | 5 | 43200 | > th | dose independent | rect. | 18 | 23 |
925 | 667.97 | wind | 9 | 43200 | > th | dose dependent | rect. | 19 | 6 |
943 | 668.13 | temperature | 15 | 43200 | < th | dose independent | rect. | 5 | 1 |
958 | 668.21 | wind | 7 | 43200 | < th | dose dependent | rect. | 9 | 7 |
986 | 668.33 | wind | 5 | 43200 | < th | dose independent | rect. | 9 | 7 |
999 | 668.46 | wind | 5 | 43200 | > th | dose independent | rect. | 9 | 7 |