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Os01g0882300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF803 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
28.94 | 0.253 | 7.93 | 1.33 | 1.24 | 0.291 | -0.606 | -3.91 | 0.219 | 6.33 | 29.97 | 1406 | -- | -- |
31.17 | 0.26 | 8.03 | 0.55 | 1.27 | -0.123 | -0.548 | -- | 0.165 | 6.25 | 32.8 | 5939 | -- | -- |
29.29 | 0.252 | 7.94 | 1.38 | 1.22 | 0.244 | -- | -3.75 | 0.327 | 6.28 | 29.29 | 2318 | -- | -- |
31.27 | 0.26 | 8.04 | 0.48 | 1.24 | -0.199 | -- | -- | 0.15 | 6.34 | 32.1 | 2541 | -- | -- |
88.97 | 0.439 | 7.89 | 1.43 | -- | 1.07 | -- | -3.51 | 0.536 | -- | 28.3 | 629 | -- | -- |
32.12 | 0.266 | 8.04 | 0.531 | 1.26 | -- | -0.563 | -- | 0.131 | 6.29 | -- | -- | -- | -- |
32.9 | 0.269 | 8.04 | 0.524 | 1.26 | -- | -- | -- | 0.133 | 6.27 | -- | -- | -- | -- |
85 | 0.429 | 8 | 0.79 | -- | 0.845 | -- | -- | 0.477 | -- | 25.4 | 462 | -- | -- |
36.72 | 0.282 | 8.04 | -- | 1.26 | -0.323 | -- | -- | 0.141 | 6.34 | 31.5 | 3949 | -- | -- |
115.08 | 0.501 | 8.06 | 0.558 | -- | -- | -- | -- | 0.16 | -- | -- | -- | -- | -- |
40.15 | 0.296 | 8.05 | -- | 1.27 | -- | -- | -- | 0.0746 | 6.25 | -- | -- | -- | -- |
94.59 | 0.453 | 8.03 | -- | -- | 0.651 | -- | -- | 0.301 | -- | 25.71 | 368 | -- | -- |
123.3 | 0.518 | 8.07 | -- | -- | -- | -- | -- | 0.0984 | -- | -- | -- | -- | -- |
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 | 26.42 | wind | 1.0 | 30 | < th | dose dependent | rect. | 22 | 5 |
11 | 27.13 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 22 | 5 |
12 | 27.22 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 23 | 1 |
13 | 27.29 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 22 | 3 |
14 | 27.35 | wind | 1.0 | 30 | < th | dose dependent | rect. | 11 | 16 |
20 | 27.52 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 23 | 5 |
32 | 27.69 | wind | 1.0 | 30 | < th | dose independent | rect. | 22 | 5 |
36 | 27.70 | wind | 1.0 | 270 | < th | dose dependent | rect. | 22 | 1 |
52 | 27.81 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 8 | 19 |
60 | 27.83 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 21 | 13 |
70 | 27.88 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 17 | 12 |
78 | 27.97 | wind | 1.0 | 270 | < th | dose independent | rect. | 22 | 1 |
81 | 27.99 | radiation | 10.0 | 30 | < th | dose independent | rect. | 8 | 19 |
96 | 28.08 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 13 | 14 |
97 | 28.10 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 17 | 4 |
142 | 28.29 | radiation | 1.0 | 720 | > th | dose independent | rect. | 15 | 2 |
152 | 28.31 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 15 | 18 |
171 | 28.38 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 1 | 2 |
174 | 28.40 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 15 | 12 |
175 | 28.42 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 11 |
181 | 28.44 | radiation | 40.0 | 720 | < th | dose independent | rect. | 6 | 4 |
199 | 28.51 | radiation | 20.0 | 90 | < th | dose independent | rect. | 13 | 14 |
200 | 28.51 | radiation | 40.0 | 720 | < th | dose independent | rect. | 15 | 19 |
201 | 28.51 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 6 | 21 |
225 | 28.56 | temperature | 25.0 | 720 | > th | dose independent | rect. | 15 | 18 |
248 | 28.58 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 15 | 12 |
250 | 28.59 | radiation | 1.0 | 720 | < th | dose independent | rect. | 16 | 13 |
255 | 28.60 | temperature | 30.0 | 720 | < th | dose independent | rect. | 6 | 4 |
257 | 28.60 | temperature | 25.0 | 720 | > th | dose independent | rect. | 15 | 10 |
282 | 28.65 | radiation | 1.0 | 720 | < th | dose independent | rect. | 16 | 6 |
302 | 28.68 | temperature | 25.0 | 720 | > th | dose dependent | sin | 12 | NA |
330 | 28.72 | temperature | 20.0 | 90 | > th | dose independent | rect. | 22 | 5 |
345 | 28.73 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 3 | 4 |
349 | 28.74 | temperature | 25.0 | 270 | > th | dose independent | rect. | 21 | 11 |
350 | 28.74 | radiation | 30.0 | 720 | < th | dose independent | rect. | 22 | 11 |
357 | 28.75 | radiation | 20.0 | 90 | < th | dose independent | rect. | 15 | 12 |
369 | 28.76 | radiation | 1.0 | 720 | > th | dose independent | rect. | 15 | 14 |
372 | 28.76 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 4 |
388 | 28.77 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 6 | 21 |
396 | 28.77 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 3 | 19 |
404 | 28.79 | wind | 1.0 | 10 | < th | dose independent | sin | 17 | NA |
407 | 28.79 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 15 | 12 |
455 | 28.84 | temperature | 20.0 | 270 | > th | dose independent | rect. | 22 | 3 |
463 | 28.85 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 21 | 6 |
464 | 28.85 | temperature | 30.0 | 720 | < th | dose independent | rect. | 21 | 13 |
467 | 28.85 | temperature | 20.0 | 90 | > th | dose independent | rect. | 6 | 21 |
470 | 28.85 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 21 | 6 |
477 | 28.86 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 8 | 8 |
507 | 28.86 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 6 | 3 |
515 | 28.87 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 6 | 11 |
527 | 28.88 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 8 | 9 |
537 | 28.88 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 22 | 11 |
541 | 28.89 | temperature | 25.0 | 720 | > th | dose independent | sin | 14 | NA |
551 | 28.89 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 21 | 20 |
563 | 28.90 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 12 | 3 |
569 | 28.90 | temperature | 30.0 | 270 | < th | dose independent | rect. | 6 | 10 |
589 | 28.90 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 10 | 12 |
628 | 28.92 | temperature | 30.0 | 1440 | < th | dose independent | sin | 0 | NA |
631 | 28.92 | wind | 5.0 | 90 | < th | dose independent | rect. | 3 | 3 |
653 | 28.92 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 13 | 22 |
661 | 28.93 | temperature | 30.0 | 1440 | > th | dose independent | sin | 23 | NA |
680 | 28.93 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 5 | 17 |
696 | 28.93 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 12 | 23 |
717 | 28.94 | humidity | 50.0 | 270 | > th | dose independent | rect. | 17 | 13 |
720 | 28.94 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 8 | 14 |
742 | 28.94 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 16 | 2 |
757 | 28.95 | wind | 1.0 | 720 | > th | dose independent | rect. | 9 | 6 |
770 | 28.95 | radiation | 20.0 | 10 | < th | dose independent | rect. | 12 | 15 |
813 | 28.96 | temperature | 30.0 | 1440 | < th | dose independent | no | NA | NA |
815 | 28.96 | temperature | 10.0 | 720 | > th | dose independent | rect. | 21 | 6 |
816 | 28.96 | temperature | 30.0 | 720 | < th | dose independent | rect. | 21 | 6 |
817 | 28.96 | humidity | 50.0 | 720 | > th | dose independent | rect. | 21 | 6 |
820 | 28.96 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 21 | 6 |
821 | 28.96 | radiation | 1.0 | 720 | < th | dose independent | rect. | 21 | 6 |
830 | 28.96 | temperature | 10.0 | 720 | > th | dose independent | rect. | 3 | 18 |
850 | 28.96 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 10 | 23 |
856 | 28.96 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 8 | 23 |
865 | 28.96 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 21 | 6 |
872 | 28.97 | temperature | 30.0 | 1440 | > th | dose independent | no | NA | NA |
987 | 28.97 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 10 | 23 |
990 | 28.97 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 3 | 1 |
1000 | 28.98 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 10 | 1 |