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Os05g0551100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 = radiation,
response mode = < th, dose dependency = dose dependent, type of G = sin)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
402.67 | 0.943 | 7.33 | -5.5 | 1.36 | -3.25 | 0.0369 | 0.96 | -1.6 | 21.4 | 5.754 | 1429 | 7.86 | -- |
404.09 | 0.936 | 7.33 | -5.36 | 1.34 | -3.22 | 0.00407 | -- | -1.58 | 21.4 | 5.71 | 1428 | 7.87 | -- |
402.68 | 0.935 | 7.33 | -5.5 | 1.36 | -3.24 | -- | 0.97 | -1.6 | 21.4 | 5.711 | 1429 | 7.86 | -- |
404.07 | 0.936 | 7.32 | -5.34 | 1.33 | -3.21 | -- | -- | -1.57 | 21.4 | 5.714 | 1428 | 7.85 | -- |
413.59 | 0.947 | 7.27 | -5.39 | -- | -4.31 | -- | 1.39 | -1.49 | -- | 6.28 | 1374 | 8.43 | -- |
645.93 | 1.19 | 7.22 | -5.36 | 1.59 | -- | 0.659 | -- | -1.1 | 21.9 | -- | -- | -- | -- |
647.51 | 1.19 | 7.22 | -5.38 | 1.59 | -- | -- | -- | -1.1 | 21.8 | -- | -- | -- | -- |
412.63 | 0.946 | 7.27 | -5.26 | -- | -4.35 | -- | -- | -1.5 | -- | 6.291 | 1374 | 8.22 | -- |
1070.14 | 1.52 | 7.22 | -- | 1.58 | -3.98 | -- | -- | -1.08 | 21.3 | 10 | 1437 | 8.1 | -- |
798.06 | 1.32 | 7.18 | -5.36 | -- | -- | -- | -- | -1.1 | -- | -- | -- | -- | -- |
1410.42 | 1.76 | 7.09 | -- | 1.58 | -- | -- | -- | -0.497 | 21.6 | -- | -- | -- | -- |
1081.4 | 1.53 | 7.15 | -- | -- | -4.9 | -- | -- | -0.919 | -- | 10 | 1384 | 8.35 | -- |
1557 | 1.84 | 7.05 | -- | -- | -- | -- | -- | -0.503 | -- | -- | -- | -- | -- |
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 | 411.66 | radiation | 10 | 1440 | < th | dose dependent | rect. | 15 | 15 |
2 | 412.39 | radiation | 10 | 1440 | < th | dose dependent | rect. | 15 | 10 |
3 | 412.40 | radiation | 10 | 1440 | < th | dose dependent | rect. | 15 | 8 |
4 | 412.44 | radiation | 10 | 1440 | < th | dose dependent | rect. | 15 | 6 |
8 | 412.56 | radiation | 10 | 1440 | < th | dose dependent | rect. | 15 | 4 |
13 | 413.00 | radiation | 40 | 1440 | < th | dose dependent | rect. | 16 | 1 |
17 | 414.48 | radiation | 40 | 1440 | < th | dose dependent | rect. | 16 | 7 |
18 | 414.65 | radiation | 40 | 1440 | < th | dose dependent | rect. | 16 | 5 |
30 | 415.60 | radiation | 1 | 1440 | > th | dose dependent | rect. | 16 | 1 |
34 | 416.00 | radiation | 40 | 1440 | < th | dose dependent | rect. | 16 | 12 |
77 | 418.95 | wind | 7 | 43200 | > th | dose dependent | rect. | 19 | 3 |
123 | 421.99 | humidity | 50 | 14400 | < th | dose independent | rect. | 16 | 18 |
124 | 422.33 | humidity | 50 | 14400 | < th | dose independent | rect. | 16 | 1 |
125 | 422.45 | humidity | 50 | 14400 | > th | dose independent | rect. | 16 | 1 |
126 | 422.53 | wind | 5 | 43200 | > th | dose dependent | rect. | 20 | 1 |
127 | 422.76 | wind | 9 | 43200 | < th | dose independent | rect. | 19 | 3 |
128 | 423.11 | wind | 5 | 43200 | > th | dose independent | rect. | 20 | 1 |
131 | 423.82 | radiation | 10 | 1440 | < th | dose dependent | sin | 14 | NA |
134 | 424.10 | humidity | 50 | 14400 | > th | dose independent | rect. | 16 | 17 |
149 | 424.73 | wind | 9 | 43200 | > th | dose independent | rect. | 19 | 4 |
150 | 424.93 | humidity | 50 | 14400 | > th | dose independent | rect. | 16 | 7 |
154 | 425.06 | humidity | 50 | 14400 | > th | dose independent | rect. | 16 | 5 |
158 | 425.37 | wind | 5 | 43200 | < th | dose independent | rect. | 20 | 1 |
159 | 425.39 | radiation | 10 | 1440 | > th | dose independent | rect. | 15 | 16 |
172 | 426.42 | humidity | 60 | 14400 | < th | dose dependent | rect. | 17 | 1 |
194 | 428.00 | radiation | 10 | 1440 | > th | dose independent | rect. | 15 | 2 |
211 | 428.35 | humidity | 50 | 14400 | < th | dose dependent | rect. | 16 | 18 |
223 | 429.02 | temperature | 25 | 1440 | > th | dose dependent | rect. | 7 | 12 |
227 | 429.27 | temperature | 25 | 1440 | > th | dose dependent | rect. | 13 | 21 |
241 | 429.60 | temperature | 25 | 1440 | > th | dose dependent | rect. | 18 | 1 |
291 | 430.15 | temperature | 25 | 1440 | > th | dose dependent | sin | 22 | NA |
302 | 430.27 | temperature | 30 | 1440 | < th | dose independent | rect. | 11 | 1 |
335 | 430.55 | radiation | 30 | 1440 | < th | dose independent | rect. | 15 | 17 |
373 | 430.94 | temperature | 30 | 1440 | < th | dose independent | rect. | 10 | 3 |
376 | 430.98 | temperature | 25 | 1440 | > th | dose dependent | no | NA | NA |
391 | 431.24 | temperature | 25 | 1440 | > th | dose dependent | rect. | 18 | 23 |
393 | 431.25 | temperature | 25 | 1440 | > th | dose dependent | rect. | 13 | 6 |
395 | 431.28 | humidity | 70 | 14400 | < th | dose independent | rect. | 19 | 2 |
399 | 431.33 | humidity | 70 | 14400 | < th | dose independent | rect. | 19 | 12 |
419 | 431.52 | wind | 9 | 43200 | < th | dose independent | rect. | 19 | 10 |
425 | 431.65 | radiation | 10 | 1440 | > th | dose independent | sin | 14 | NA |
436 | 431.89 | temperature | 25 | 1440 | > th | dose dependent | rect. | 16 | 3 |
448 | 432.08 | temperature | 30 | 1440 | > th | dose independent | rect. | 11 | 1 |
465 | 432.35 | temperature | 30 | 1440 | > th | dose independent | rect. | 10 | 3 |
482 | 432.55 | wind | 5 | 43200 | > th | dose dependent | rect. | 19 | 6 |
483 | 432.56 | temperature | 30 | 1440 | < th | dose independent | rect. | 17 | 20 |
504 | 432.84 | wind | 9 | 43200 | > th | dose independent | rect. | 19 | 10 |
544 | 433.59 | temperature | 30 | 1440 | > th | dose independent | rect. | 17 | 20 |
549 | 433.65 | radiation | 30 | 1440 | < th | dose independent | rect. | 15 | 8 |
566 | 433.94 | radiation | 30 | 1440 | < th | dose independent | rect. | 15 | 6 |
569 | 433.99 | radiation | 30 | 1440 | > th | dose independent | rect. | 15 | 17 |
610 | 434.62 | radiation | 30 | 1440 | < th | dose independent | rect. | 15 | 4 |
641 | 434.79 | wind | 9 | 43200 | > th | dose dependent | rect. | 19 | 11 |
645 | 434.82 | temperature | 25 | 1440 | > th | dose dependent | rect. | 13 | 1 |
649 | 434.90 | temperature | 30 | 1440 | < th | dose independent | rect. | 7 | 6 |
676 | 435.21 | temperature | 25 | 1440 | > th | dose dependent | rect. | 7 | 2 |
679 | 435.28 | temperature | 30 | 1440 | < th | dose independent | rect. | 22 | 15 |
708 | 435.53 | wind | 7 | 43200 | > th | dose dependent | rect. | 17 | 13 |
755 | 436.81 | wind | 7 | 43200 | < th | dose independent | rect. | 17 | 5 |
770 | 436.83 | wind | 7 | 43200 | > th | dose independent | rect. | 17 | 5 |
801 | 437.63 | radiation | 30 | 1440 | > th | dose independent | rect. | 15 | 1 |
850 | 438.06 | wind | 5 | 43200 | > th | dose independent | rect. | 19 | 6 |
872 | 438.16 | humidity | 60 | 1440 | > th | dose dependent | rect. | 6 | 15 |
876 | 438.20 | temperature | 25 | 1440 | > th | dose dependent | rect. | 3 | 6 |
919 | 438.72 | wind | 5 | 43200 | > th | dose independent | rect. | 17 | 19 |
920 | 438.72 | wind | 5 | 43200 | > th | dose independent | rect. | 17 | 21 |
929 | 438.87 | wind | 9 | 43200 | < th | dose independent | rect. | 19 | 6 |
931 | 438.88 | temperature | 30 | 1440 | > th | dose independent | rect. | 16 | 2 |
955 | 439.09 | wind | 5 | 43200 | < th | dose independent | rect. | 17 | 19 |
1000 | 439.39 | wind | 9 | 43200 | < th | dose independent | rect. | 17 | 13 |