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Os05g0403400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Mitochodrial transcription termination factor-related family 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
68.06 | 0.388 | 8.96 | 1.07 | 0.853 | -0.796 | 0.442 | 5.41 | -0.109 | 17.1 | 25.7 | 1115 | -- | -- |
75.27 | 0.407 | 9.11 | -0.276 | 0.722 | 0.412 | 0.253 | -- | -0.429 | 17.1 | 25.7 | 1115 | -- | -- |
68.48 | 0.385 | 8.96 | 1.09 | 0.855 | -0.816 | -- | 5.58 | -0.114 | 17.2 | 25.82 | 1100 | -- | -- |
75.33 | 0.407 | 9.11 | -0.277 | 0.726 | 0.443 | -- | -- | -0.422 | 17.1 | 26.23 | 9786 | -- | -- |
96.28 | 0.459 | 9.11 | -0.348 | -- | 0.914 | -- | 0.213 | -0.474 | -- | 25.36 | 1194 | -- | -- |
77.75 | 0.413 | 9.11 | -0.218 | 0.848 | -- | 0.426 | -- | -0.409 | 16.7 | -- | -- | -- | -- |
78.23 | 0.414 | 9.11 | -0.216 | 0.851 | -- | -- | -- | -0.407 | 16.7 | -- | -- | -- | -- |
96.3 | 0.459 | 9.11 | -0.37 | -- | 0.93 | -- | -- | -0.48 | -- | 25.36 | 1194 | -- | -- |
75.03 | 0.403 | 9.08 | -- | 0.857 | -0.338 | -- | -- | -0.286 | 16.7 | 15.01 | 25772 | -- | -- |
116.63 | 0.505 | 9.1 | -0.248 | -- | -- | -- | -- | -0.429 | -- | -- | -- | -- | -- |
79.45 | 0.417 | 9.1 | -- | 0.855 | -- | -- | -- | -0.383 | 16.7 | -- | -- | -- | -- |
99.85 | 0.467 | 9.1 | -- | -- | 0.877 | -- | -- | -0.436 | -- | 25.36 | 1194 | -- | -- |
118.25 | 0.508 | 9.1 | -- | -- | -- | -- | -- | -0.402 | -- | -- | -- | -- | -- |
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 | 66.01 | atmosphere | 1005 | 270 | > th | dose independent | rect. | 24 | 6 |
3 | 66.68 | temperature | 25 | 720 | > th | dose dependent | rect. | 20 | 1 |
4 | 66.82 | temperature | 25 | 720 | > th | dose dependent | rect. | 18 | 5 |
7 | 66.95 | atmosphere | 1005 | 10 | > th | dose independent | rect. | 2 | 6 |
10 | 67.04 | atmosphere | 1005 | 30 | > th | dose independent | rect. | 24 | 8 |
25 | 67.39 | humidity | 90 | 720 | > th | dose dependent | rect. | 22 | 2 |
26 | 67.42 | humidity | 80 | 720 | > th | dose dependent | rect. | 20 | 4 |
38 | 67.63 | atmosphere | 1005 | 270 | > th | dose independent | rect. | 2 | 2 |
42 | 67.74 | humidity | 90 | 720 | > th | dose independent | rect. | 21 | 3 |
88 | 68.37 | humidity | 90 | 14400 | > th | dose dependent | rect. | 3 | 1 |
122 | 68.71 | temperature | 25 | 720 | > th | dose dependent | sin | 12 | NA |
134 | 68.85 | radiation | 20 | 14400 | < th | dose independent | rect. | 3 | 3 |
147 | 68.92 | humidity | 90 | 14400 | > th | dose independent | rect. | 2 | 2 |
149 | 68.95 | atmosphere | 1005 | 270 | > th | dose independent | rect. | 14 | 16 |
179 | 69.11 | radiation | 10 | 14400 | < th | dose dependent | rect. | 22 | 5 |
210 | 69.41 | wind | 7 | 14400 | < th | dose independent | rect. | 11 | 1 |
211 | 69.42 | humidity | 90 | 720 | < th | dose dependent | rect. | 18 | 12 |
225 | 69.51 | humidity | 50 | 1440 | < th | dose independent | rect. | 16 | 1 |
226 | 69.53 | atmosphere | 1005 | 30 | > th | dose independent | rect. | 15 | 17 |
229 | 69.55 | atmosphere | 1005 | 14400 | > th | dose independent | rect. | 11 | 1 |
243 | 69.61 | wind | 7 | 14400 | > th | dose independent | rect. | 11 | 1 |
245 | 69.61 | temperature | 25 | 720 | < th | dose independent | rect. | 19 | 5 |
248 | 69.61 | humidity | 50 | 1440 | < th | dose dependent | rect. | 16 | 1 |
258 | 69.65 | atmosphere | 1000 | 270 | > th | dose dependent | rect. | 24 | 6 |
260 | 69.66 | wind | 7 | 14400 | > th | dose dependent | rect. | 10 | 2 |
271 | 69.74 | temperature | 25 | 720 | < th | dose independent | rect. | 15 | 9 |
277 | 69.77 | temperature | 25 | 720 | > th | dose independent | rect. | 18 | 5 |
279 | 69.77 | humidity | 90 | 720 | < th | dose dependent | rect. | 20 | 3 |
286 | 69.84 | humidity | 90 | 1440 | < th | dose independent | rect. | 22 | 2 |
291 | 69.86 | temperature | 30 | 270 | < th | dose independent | rect. | 24 | 19 |
293 | 69.88 | atmosphere | 1000 | 10 | > th | dose dependent | rect. | 2 | 6 |
295 | 69.89 | humidity | 90 | 720 | < th | dose dependent | rect. | 19 | 6 |
370 | 70.11 | humidity | 70 | 720 | > th | dose dependent | rect. | 19 | 12 |
384 | 70.15 | temperature | 25 | 720 | < th | dose independent | sin | 15 | NA |
386 | 70.15 | atmosphere | 1005 | 30 | > th | dose independent | rect. | 18 | 14 |
404 | 70.20 | humidity | 90 | 720 | < th | dose dependent | rect. | 20 | 1 |
407 | 70.21 | wind | 1 | 90 | < th | dose independent | rect. | 4 | 1 |
408 | 70.21 | wind | 9 | 14400 | > th | dose independent | rect. | 23 | 15 |
410 | 70.22 | atmosphere | 1005 | 14400 | < th | dose independent | rect. | 11 | 1 |
431 | 70.28 | wind | 9 | 14400 | > th | dose independent | rect. | 3 | 11 |
438 | 70.29 | humidity | 90 | 14400 | < th | dose independent | rect. | 2 | 2 |
441 | 70.29 | wind | 9 | 14400 | > th | dose independent | rect. | 5 | 9 |
447 | 70.30 | wind | 1 | 90 | < th | dose dependent | rect. | 4 | 1 |
500 | 70.43 | temperature | 30 | 1440 | > th | dose independent | rect. | 9 | 6 |
515 | 70.46 | wind | 7 | 14400 | > th | dose dependent | rect. | 5 | 8 |
529 | 70.50 | temperature | 30 | 1440 | > th | dose independent | rect. | 18 | 21 |
530 | 70.50 | atmosphere | 1000 | 30 | > th | dose dependent | rect. | 24 | 8 |
555 | 70.54 | wind | 7 | 14400 | > th | dose independent | rect. | 18 | 1 |
595 | 70.64 | humidity | 90 | 14400 | < th | dose independent | rect. | 24 | 4 |
606 | 70.66 | wind | 9 | 14400 | < th | dose independent | rect. | 3 | 11 |
607 | 70.66 | atmosphere | 1000 | 270 | > th | dose dependent | rect. | 2 | 2 |
610 | 70.67 | humidity | 70 | 720 | < th | dose independent | rect. | 19 | 1 |
623 | 70.67 | radiation | 20 | 14400 | > th | dose independent | rect. | 17 | 14 |
627 | 70.69 | temperature | 30 | 1440 | > th | dose independent | rect. | 13 | 1 |
649 | 70.71 | wind | 9 | 14400 | > th | dose dependent | rect. | 23 | 15 |
657 | 70.73 | wind | 9 | 14400 | > th | dose dependent | rect. | 3 | 11 |
669 | 70.75 | temperature | 25 | 720 | < th | dose independent | rect. | 14 | 15 |
670 | 70.75 | humidity | 70 | 720 | < th | dose dependent | rect. | 19 | 1 |
678 | 70.75 | humidity | 70 | 90 | > th | dose dependent | rect. | 21 | 5 |
689 | 70.75 | temperature | 10 | 270 | > th | dose dependent | rect. | 5 | 19 |
694 | 70.77 | radiation | 20 | 14400 | > th | dose independent | rect. | 6 | 1 |
702 | 70.77 | temperature | 25 | 90 | < th | dose independent | rect. | 2 | 9 |
724 | 70.79 | temperature | 25 | 1440 | > th | dose dependent | rect. | 13 | 1 |
740 | 70.81 | temperature | 10 | 270 | > th | dose dependent | rect. | 5 | 9 |
766 | 70.85 | temperature | 25 | 1440 | > th | dose dependent | rect. | 11 | 20 |
772 | 70.86 | wind | 9 | 14400 | < th | dose independent | rect. | 23 | 15 |
773 | 70.86 | atmosphere | 1000 | 270 | > th | dose independent | rect. | 24 | 19 |
790 | 70.88 | temperature | 25 | 1440 | > th | dose dependent | rect. | 11 | 16 |
795 | 70.89 | humidity | 90 | 14400 | < th | dose independent | rect. | 24 | 1 |
796 | 70.89 | wind | 9 | 14400 | < th | dose independent | rect. | 7 | 7 |
800 | 70.90 | wind | 1 | 270 | > th | dose independent | rect. | 2 | 2 |
802 | 70.90 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 6 |
821 | 70.92 | temperature | 20 | 270 | > th | dose independent | rect. | 5 | 19 |
833 | 70.93 | temperature | 30 | 1440 | < th | dose independent | rect. | 18 | 21 |
841 | 70.94 | temperature | 25 | 270 | < th | dose independent | rect. | 1 | 4 |
845 | 70.94 | temperature | 30 | 1440 | < th | dose independent | rect. | 22 | 17 |
846 | 70.94 | temperature | 30 | 1440 | < th | dose independent | rect. | 20 | 19 |
849 | 70.94 | temperature | 10 | 90 | > th | dose dependent | rect. | 7 | 19 |
864 | 70.96 | temperature | 30 | 1440 | < th | dose independent | rect. | 24 | 15 |
886 | 70.98 | temperature | 30 | 1440 | < th | dose independent | rect. | 5 | 10 |
897 | 70.99 | temperature | 25 | 270 | < th | dose independent | rect. | 24 | 9 |
899 | 70.99 | temperature | 30 | 1440 | < th | dose independent | rect. | 2 | 13 |
935 | 71.02 | wind | 5 | 90 | < th | dose dependent | rect. | 2 | 5 |
941 | 71.03 | humidity | 50 | 1440 | > th | dose independent | rect. | 16 | 1 |
965 | 71.04 | radiation | 1 | 14400 | < th | dose dependent | rect. | 19 | 10 |
976 | 71.06 | radiation | 20 | 1440 | > th | dose independent | rect. | 6 | 1 |