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Os04g0204200 |
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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
106.08 | 0.484 | 3.13 | -0.572 | 0.18 | 1.66 | 0.0975 | -3.71 | 1.18 | 3.71 | 25.44 | 101 | -- | -- |
110.13 | 0.489 | 3.07 | -0.146 | 0.146 | 1.36 | 0.614 | -- | 1.28 | 3.58 | 25.41 | 121 | -- | -- |
106.1 | 0.48 | 3.13 | -0.575 | 0.182 | 1.66 | -- | -3.77 | 1.18 | 3.74 | 25.43 | 102 | -- | -- |
111.11 | 0.491 | 3.07 | -0.162 | 0.142 | 1.32 | -- | -- | 1.29 | 4.23 | 25.46 | 121 | -- | -- |
107.18 | 0.482 | 3.12 | -0.524 | -- | 1.5 | -- | -3.66 | 1.21 | -- | 25.61 | 99 | -- | -- |
138.52 | 0.552 | 3.06 | 0.0581 | 0.396 | -- | -0.1 | -- | 1.37 | 15.6 | -- | -- | -- | -- |
138.55 | 0.551 | 3.06 | 0.0565 | 0.396 | -- | -- | -- | 1.37 | 15.7 | -- | -- | -- | -- |
111.62 | 0.492 | 3.07 | -0.122 | -- | 1.22 | -- | -- | 1.3 | -- | 25.52 | 99 | -- | -- |
111.62 | 0.492 | 3.07 | -- | 0.12 | 1.28 | -- | -- | 1.32 | 4.72 | 25.6 | 125 | -- | -- |
147.26 | 0.567 | 3.06 | 0.0399 | -- | -- | -- | -- | 1.36 | -- | -- | -- | -- | -- |
138.64 | 0.551 | 3.06 | -- | 0.395 | -- | -- | -- | 1.36 | 15.7 | -- | -- | -- | -- |
112.02 | 0.493 | 3.07 | -- | -- | 1.19 | -- | -- | 1.32 | -- | 25.63 | 99 | -- | -- |
147.3 | 0.566 | 3.06 | -- | -- | -- | -- | -- | 1.35 | -- | -- | -- | -- | -- |
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 | 102.63 | temperature | 30 | 14400 | > th | dose independent | rect. | 15 | 3 |
2 | 102.75 | temperature | 30 | 14400 | < th | dose independent | rect. | 15 | 3 |
3 | 102.75 | temperature | 25 | 720 | > th | dose dependent | rect. | 21 | 14 |
4 | 102.96 | temperature | 30 | 14400 | < th | dose independent | rect. | 16 | 1 |
5 | 103.02 | temperature | 30 | 14400 | > th | dose independent | rect. | 16 | 1 |
21 | 103.07 | temperature | 30 | 14400 | < th | dose independent | rect. | 15 | 9 |
22 | 103.07 | temperature | 30 | 14400 | < th | dose independent | rect. | 15 | 13 |
23 | 103.07 | temperature | 30 | 14400 | < th | dose independent | rect. | 15 | 17 |
24 | 103.08 | temperature | 30 | 14400 | < th | dose independent | rect. | 15 | 6 |
38 | 103.22 | temperature | 25 | 720 | > th | dose dependent | rect. | 7 | 2 |
54 | 103.31 | temperature | 25 | 720 | > th | dose dependent | rect. | 6 | 5 |
65 | 103.42 | temperature | 25 | 720 | > th | dose dependent | rect. | 4 | 7 |
80 | 103.62 | temperature | 30 | 14400 | > th | dose independent | sin | 13 | NA |
82 | 103.68 | temperature | 30 | 14400 | < th | dose independent | sin | 13 | NA |
251 | 104.66 | temperature | 25 | 4320 | > th | dose dependent | rect. | 9 | 1 |
252 | 104.68 | temperature | 25 | 720 | > th | dose dependent | sin | 7 | NA |
273 | 104.74 | temperature | 25 | 90 | > th | dose dependent | rect. | 7 | 15 |
344 | 104.97 | temperature | 30 | 14400 | > th | dose dependent | rect. | 15 | 1 |
357 | 105.01 | temperature | 30 | 14400 | < th | dose independent | rect. | 3 | 15 |
374 | 105.01 | temperature | 25 | 90 | > th | dose dependent | rect. | 7 | 17 |
379 | 105.07 | temperature | 30 | 14400 | > th | dose independent | no | NA | NA |
471 | 105.08 | temperature | 20 | 720 | > th | dose dependent | sin | 4 | NA |
491 | 105.11 | temperature | 30 | 14400 | < th | dose independent | rect. | 3 | 21 |
496 | 105.11 | temperature | 30 | 14400 | < th | dose independent | rect. | 3 | 23 |
499 | 105.12 | temperature | 30 | 14400 | < th | dose independent | no | NA | NA |
572 | 105.15 | temperature | 25 | 90 | > th | dose dependent | rect. | 7 | 22 |
597 | 105.29 | temperature | 20 | 720 | > th | dose dependent | rect. | 23 | 16 |
646 | 105.48 | temperature | 20 | 720 | > th | dose dependent | rect. | 1 | 14 |
660 | 105.57 | temperature | 30 | 14400 | > th | dose independent | rect. | 12 | 1 |
663 | 105.62 | temperature | 30 | 14400 | < th | dose independent | rect. | 12 | 1 |
670 | 105.67 | temperature | 25 | 4320 | < th | dose independent | rect. | 7 | 2 |
742 | 105.94 | temperature | 25 | 90 | > th | dose dependent | rect. | 23 | 23 |
743 | 105.97 | temperature | 20 | 720 | > th | dose dependent | rect. | 3 | 11 |
759 | 105.99 | temperature | 25 | 4320 | > th | dose independent | rect. | 7 | 2 |
763 | 106.01 | temperature | 25 | 90 | > th | dose dependent | rect. | 3 | 19 |
771 | 106.09 | temperature | 30 | 14400 | > th | dose dependent | sin | 13 | NA |
811 | 106.27 | temperature | 25 | 1440 | > th | dose dependent | rect. | 7 | 12 |
865 | 106.39 | temperature | 25 | 270 | > th | dose dependent | rect. | 17 | 23 |
915 | 106.50 | temperature | 25 | 270 | > th | dose dependent | rect. | 14 | 23 |
923 | 106.53 | temperature | 25 | 90 | > th | dose dependent | no | NA | NA |
978 | 106.65 | temperature | 25 | 1440 | > th | dose dependent | sin | 0 | NA |