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Os08g0425000 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
151.41 | 0.578 | 7.02 | -0.362 | 1.89 | 0.984 | -1.23 | 4.7 | -0.158 | 9.88 | 21.83 | 2482 | -- | -- |
162.85 | 0.594 | 7.07 | -1.49 | 1.83 | 1.44 | -1.62 | -- | -0.0219 | 9.68 | 29.54 | 3430 | -- | -- |
156.62 | 0.583 | 7 | -0.266 | 1.91 | 0.959 | -- | 5.33 | -0.12 | 9.8 | 22.14 | 2370 | -- | -- |
170.33 | 0.608 | 7.09 | -1.7 | 1.94 | 1.54 | -- | -- | -0.104 | 9.66 | 29.1 | 2189 | -- | -- |
338.4 | 0.861 | 7.27 | -1.99 | -- | 1.86 | -- | -1.85 | -0.622 | -- | 21.97 | 3006 | -- | -- |
223.98 | 0.702 | 7.13 | -1.29 | 1.74 | -- | -1.68 | -- | -0.269 | 9.64 | -- | -- | -- | -- |
234.52 | 0.717 | 7.13 | -1.36 | 1.75 | -- | -- | -- | -0.272 | 9.58 | -- | -- | -- | -- |
341.27 | 0.864 | 7.24 | -1.69 | -- | 1.74 | -- | -- | -0.533 | -- | 21.97 | 3006 | -- | -- |
242.01 | 0.725 | 7.04 | -- | 1.86 | 1.14 | -- | -- | 0.0974 | 9.72 | 30.14 | 2136 | -- | -- |
416.04 | 0.953 | 7.18 | -1.37 | -- | -- | -- | -- | -0.268 | -- | -- | -- | -- | -- |
283.06 | 0.787 | 7.09 | -- | 1.76 | -- | -- | -- | -0.121 | 9.63 | -- | -- | -- | -- |
414.15 | 0.951 | 7.18 | -- | -- | 1.42 | -- | -- | -0.303 | -- | 21.97 | 3006 | -- | -- |
465.59 | 1.01 | 7.14 | -- | -- | -- | -- | -- | -0.116 | -- | -- | -- | -- | -- |
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 | 150.21 | temperature | 30 | 1440 | < th | dose independent | rect. | 11 | 2 |
4 | 150.97 | temperature | 30 | 1440 | > th | dose independent | rect. | 11 | 2 |
5 | 151.07 | temperature | 20 | 4320 | > th | dose dependent | rect. | 21 | 1 |
28 | 152.07 | temperature | 20 | 4320 | > th | dose dependent | rect. | 19 | 14 |
55 | 152.45 | temperature | 20 | 4320 | > th | dose dependent | sin | 11 | NA |
56 | 152.47 | temperature | 25 | 4320 | < th | dose independent | rect. | 7 | 1 |
77 | 152.65 | temperature | 25 | 4320 | > th | dose independent | rect. | 7 | 1 |
99 | 152.87 | temperature | 30 | 1440 | < th | dose independent | rect. | 20 | 17 |
119 | 152.94 | temperature | 30 | 1440 | < th | dose independent | rect. | 22 | 15 |
217 | 154.04 | temperature | 25 | 4320 | < th | dose independent | rect. | 6 | 3 |
247 | 154.34 | temperature | 20 | 4320 | > th | dose dependent | rect. | 6 | 2 |
289 | 154.54 | temperature | 30 | 1440 | < th | dose independent | rect. | 16 | 22 |
294 | 154.57 | temperature | 25 | 4320 | > th | dose independent | rect. | 17 | 7 |
299 | 154.58 | temperature | 25 | 4320 | < th | dose independent | rect. | 17 | 7 |
301 | 154.59 | temperature | 25 | 4320 | > th | dose independent | rect. | 6 | 3 |
343 | 154.85 | temperature | 30 | 1440 | > th | dose independent | rect. | 16 | 22 |
401 | 155.11 | temperature | 25 | 1440 | > th | dose dependent | rect. | 23 | 22 |
406 | 155.14 | temperature | 30 | 1440 | < th | dose independent | sin | 7 | NA |
408 | 155.14 | temperature | 25 | 1440 | > th | dose dependent | rect. | 6 | 20 |
431 | 155.16 | temperature | 25 | 1440 | > th | dose dependent | rect. | 20 | 23 |
440 | 155.18 | temperature | 25 | 1440 | > th | dose dependent | no | NA | NA |
472 | 155.24 | temperature | 25 | 1440 | > th | dose dependent | rect. | 6 | 15 |
514 | 155.31 | temperature | 25 | 4320 | > th | dose independent | rect. | 20 | 3 |
535 | 155.36 | temperature | 30 | 1440 | < th | dose independent | rect. | 16 | 1 |
594 | 155.50 | temperature | 25 | 4320 | < th | dose independent | rect. | 17 | 16 |
603 | 155.52 | temperature | 30 | 1440 | > th | dose independent | rect. | 16 | 1 |
628 | 155.58 | temperature | 30 | 1440 | > th | dose independent | sin | 7 | NA |
679 | 155.66 | temperature | 30 | 4320 | < th | dose dependent | rect. | 21 | 2 |
715 | 155.75 | temperature | 30 | 4320 | < th | dose dependent | rect. | 19 | 6 |
850 | 156.03 | temperature | 25 | 4320 | < th | dose independent | rect. | 20 | 2 |
851 | 156.03 | temperature | 30 | 1440 | > th | dose dependent | rect. | 12 | 1 |
895 | 156.12 | humidity | 50 | 14400 | < th | dose independent | rect. | 16 | 18 |
900 | 156.13 | temperature | 30 | 4320 | < th | dose dependent | rect. | 18 | 16 |
927 | 156.19 | temperature | 25 | 4320 | > th | dose independent | rect. | 16 | 17 |