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Os09g0484200 |
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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
329.26 | 0.853 | 12.2 | 1.56 | 6.2 | -9.49 | 1.89 | 0.136 | -0.233 | 6.2 | 0.36 | 725 | -- | -- |
329.24 | 0.845 | 12.2 | 1.56 | 6.22 | -9.52 | 2 | -- | -0.231 | 6.21 | 0.3594 | 726 | -- | -- |
330.36 | 0.847 | 12.2 | 1.5 | 6.15 | -9.43 | -- | 2.28 | -0.267 | 6.19 | 0.35 | 725 | -- | -- |
338.94 | 0.857 | 12.2 | 1.59 | 6.1 | -9.34 | -- | -- | -0.24 | 6.19 | 0.3548 | 725 | -- | -- |
445.69 | 0.983 | 12.4 | 1.12 | -- | -4.83 | -- | -1.47 | -0.65 | -- | 0.17 | 1665 | -- | -- |
505.36 | 1.05 | 12.3 | 2.4 | 1.6 | -- | -0.00649 | -- | 0.141 | 15.9 | -- | -- | -- | -- |
505.36 | 1.05 | 12.3 | 2.4 | 1.6 | -- | -- | -- | 0.141 | 15.8 | -- | -- | -- | -- |
417.01 | 0.951 | 12.4 | 1.74 | -- | -3.86 | -- | -- | -0.316 | -- | 0.18 | 1689 | -- | -- |
399.89 | 0.931 | 12.2 | -- | 7.44 | -11 | -- | -- | -0.381 | 6.12 | 0.2798 | 729 | -- | -- |
645.69 | 1.19 | 12.2 | 2.33 | -- | -- | -- | -- | 0.0986 | -- | -- | -- | -- | -- |
656.74 | 1.2 | 12.3 | -- | 1.55 | -- | -- | -- | -0.126 | 15.9 | -- | -- | -- | -- |
486.68 | 1.03 | 12.4 | -- | -- | -4.33 | -- | -- | -0.503 | -- | 0.1747 | 1667 | -- | -- |
788.97 | 1.31 | 12.3 | -- | -- | -- | -- | -- | -0.16 | -- | -- | -- | -- | -- |
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 | 333.59 | radiation | 1 | 720 | < th | dose dependent | rect. | 5 | 16 |
2 | 338.14 | radiation | 1 | 720 | < th | dose dependent | rect. | 4 | 23 |
3 | 338.23 | radiation | 1 | 720 | < th | dose dependent | rect. | 15 | 23 |
4 | 338.33 | wind | 7 | 43200 | < th | dose independent | rect. | 15 | 1 |
5 | 338.59 | radiation | 1 | 720 | < th | dose dependent | rect. | 20 | 23 |
6 | 338.89 | radiation | 1 | 720 | < th | dose dependent | rect. | 13 | 23 |
7 | 338.90 | wind | 7 | 43200 | > th | dose independent | rect. | 15 | 1 |
8 | 339.06 | wind | 5 | 43200 | > th | dose dependent | rect. | 15 | 1 |
9 | 339.21 | radiation | 1 | 720 | < th | dose dependent | no | NA | NA |
12 | 339.42 | radiation | 1 | 720 | < th | dose dependent | rect. | 8 | 23 |
36 | 343.36 | radiation | 1 | 720 | < th | dose dependent | sin | 23 | NA |
48 | 345.18 | radiation | 1 | 720 | < th | dose dependent | rect. | 22 | 23 |
52 | 345.99 | wind | 5 | 43200 | < th | dose independent | rect. | 14 | 8 |
53 | 346.05 | radiation | 1 | 720 | < th | dose dependent | sin | 13 | NA |
54 | 346.06 | wind | 3 | 43200 | > th | dose dependent | rect. | 14 | 8 |
55 | 346.22 | wind | 5 | 43200 | > th | dose dependent | rect. | 15 | 4 |
61 | 346.38 | wind | 5 | 43200 | > th | dose independent | rect. | 14 | 8 |
67 | 346.77 | radiation | 1 | 720 | < th | dose independent | rect. | 5 | 16 |
81 | 347.74 | humidity | 80 | 43200 | > th | dose independent | rect. | 21 | 2 |
95 | 348.43 | humidity | 80 | 43200 | > th | dose independent | rect. | 20 | 4 |
102 | 348.79 | radiation | 1 | 720 | < th | dose dependent | rect. | 1 | 23 |
105 | 348.93 | wind | 7 | 14400 | > th | dose independent | rect. | 5 | 11 |
107 | 348.95 | wind | 7 | 14400 | < th | dose independent | rect. | 5 | 11 |
133 | 349.94 | wind | 9 | 43200 | < th | dose dependent | rect. | 11 | 12 |
148 | 350.43 | wind | 7 | 14400 | < th | dose independent | rect. | 10 | 6 |
166 | 350.81 | radiation | 1 | 720 | < th | dose independent | sin | 23 | NA |
175 | 351.00 | humidity | 80 | 43200 | < th | dose independent | rect. | 20 | 3 |
177 | 351.05 | wind | 3 | 43200 | > th | dose dependent | sin | 18 | NA |
198 | 351.38 | wind | 7 | 14400 | > th | dose independent | rect. | 9 | 7 |
211 | 351.62 | wind | 5 | 14400 | > th | dose dependent | rect. | 10 | 6 |
230 | 352.00 | wind | 3 | 43200 | > th | dose dependent | rect. | 12 | 6 |
231 | 352.01 | radiation | 1 | 720 | > th | dose independent | sin | 14 | NA |
252 | 352.36 | wind | 9 | 43200 | < th | dose dependent | sin | 19 | NA |
283 | 352.74 | wind | 9 | 43200 | < th | dose dependent | rect. | 11 | 6 |
321 | 353.22 | wind | 5 | 14400 | > th | dose dependent | rect. | 5 | 11 |
360 | 353.65 | wind | 7 | 14400 | > th | dose independent | rect. | 5 | 16 |
389 | 353.98 | radiation | 1 | 720 | < th | dose independent | rect. | 8 | 23 |
393 | 354.05 | wind | 7 | 14400 | < th | dose independent | sin | 0 | NA |
401 | 354.12 | wind | 7 | 14400 | < th | dose independent | rect. | 5 | 16 |
412 | 354.26 | wind | 7 | 14400 | > th | dose independent | rect. | 9 | 12 |
416 | 354.27 | wind | 7 | 14400 | > th | dose independent | sin | 0 | NA |
420 | 354.29 | wind | 7 | 14400 | < th | dose independent | rect. | 9 | 12 |
429 | 354.35 | wind | 1 | 43200 | < th | dose dependent | rect. | 8 | 20 |
436 | 354.44 | wind | 5 | 43200 | < th | dose independent | sin | 17 | NA |
451 | 354.58 | radiation | 1 | 720 | > th | dose independent | rect. | 7 | 23 |
500 | 355.15 | wind | 1 | 43200 | < th | dose independent | rect. | 24 | 2 |
502 | 355.15 | humidity | 80 | 43200 | > th | dose independent | rect. | 20 | 8 |
609 | 356.07 | wind | 5 | 14400 | > th | dose dependent | sin | 23 | NA |
665 | 356.62 | humidity | 80 | 43200 | < th | dose independent | rect. | 20 | 9 |
671 | 356.68 | wind | 5 | 43200 | > th | dose independent | sin | 17 | NA |
763 | 357.32 | radiation | 1 | 720 | > th | dose independent | sin | 22 | NA |
765 | 357.33 | wind | 1 | 43200 | < th | dose dependent | rect. | 11 | 17 |
778 | 357.47 | radiation | 1 | 720 | < th | dose independent | no | NA | NA |
783 | 357.50 | radiation | 1 | 720 | < th | dose independent | rect. | 4 | 23 |
816 | 357.81 | radiation | 1 | 720 | < th | dose independent | rect. | 12 | 23 |
838 | 358.00 | radiation | 1 | 720 | < th | dose independent | rect. | 15 | 23 |
850 | 358.10 | wind | 3 | 43200 | > th | dose independent | rect. | 20 | 1 |
870 | 358.29 | wind | 5 | 43200 | < th | dose dependent | rect. | 20 | 1 |
879 | 358.40 | radiation | 1 | 720 | < th | dose independent | rect. | 20 | 23 |
936 | 358.87 | radiation | 1 | 720 | > th | dose independent | rect. | 5 | 14 |
958 | 359.05 | humidity | 80 | 43200 | < th | dose independent | rect. | 20 | 13 |