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Os11g0634200 |
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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
208.01 | 0.678 | 12.2 | 0.656 | 1.62 | -1.08 | 2.86 | 5.74 | 0.383 | 17.1 | 25.44 | 10 | 4.26 | -- |
241.31 | 0.729 | 12.1 | 1.16 | 1.75 | -2.51 | 0.63 | -- | 0.578 | 17 | 20.73 | 4 | 6.15 | -- |
215.55 | 0.689 | 12.1 | 0.781 | 1.75 | -1.18 | -- | 4.69 | 0.438 | 17.2 | 25.1 | 8 | 6.97 | -- |
242.16 | 0.73 | 12.1 | 1.17 | 1.75 | -2.43 | -- | -- | 0.586 | 16.9 | 20.73 | 4 | 6.15 | -- |
262.72 | 0.755 | 12.1 | 1.23 | -- | -2.28 | -- | 1 | 0.549 | -- | 45.41 | 285 | 4.3 | -- |
269.97 | 0.77 | 12.1 | 1.4 | 1.87 | -- | -0.175 | -- | 0.714 | 16.4 | -- | -- | -- | -- |
270.04 | 0.77 | 12.1 | 1.4 | 1.87 | -- | -- | -- | 0.713 | 16.4 | -- | -- | -- | -- |
264.65 | 0.758 | 12.1 | 1.26 | -- | -2.25 | -- | -- | 0.588 | -- | 48.33 | 289 | 4.17 | -- |
272.28 | 0.769 | 12.1 | -- | 1.71 | -3.23 | -- | -- | 0.436 | 17 | 20.8 | 205 | 7.54 | -- |
457.26 | 0.999 | 12 | 1.32 | -- | -- | -- | -- | 0.664 | -- | -- | -- | -- | -- |
321.49 | 0.839 | 12.1 | -- | 1.84 | -- | -- | -- | 0.557 | 16.4 | -- | -- | -- | -- |
304.11 | 0.812 | 12.1 | -- | -- | -2.51 | -- | -- | 0.4 | -- | 38.11 | 328 | 4.57 | -- |
503.48 | 1.05 | 12.1 | -- | -- | -- | -- | -- | 0.517 | -- | -- | -- | -- | -- |
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 | 202.98 | temperature | 25 | 10 | < th | dose dependent | rect. | 14 | 18 |
27 | 205.16 | temperature | 25 | 10 | < th | dose dependent | rect. | 12 | 20 |
79 | 208.17 | temperature | 25 | 10 | < th | dose dependent | sin | 10 | NA |
80 | 208.24 | temperature | 25 | 90 | < th | dose dependent | sin | 11 | NA |
120 | 209.90 | temperature | 20 | 10 | < th | dose independent | sin | 11 | NA |
139 | 210.46 | temperature | 20 | 10 | < th | dose independent | rect. | 15 | 15 |
178 | 211.11 | temperature | 20 | 10 | < th | dose independent | rect. | 18 | 12 |
195 | 211.50 | temperature | 20 | 10 | < th | dose independent | rect. | 18 | 15 |
287 | 213.28 | temperature | 20 | 90 | < th | dose independent | rect. | 12 | 19 |
382 | 214.41 | temperature | 20 | 10 | < th | dose independent | rect. | 12 | 18 |
444 | 215.16 | temperature | 30 | 720 | < th | dose dependent | rect. | 17 | 8 |
469 | 215.63 | temperature | 30 | 720 | < th | dose dependent | sin | 17 | NA |
511 | 216.13 | temperature | 25 | 90 | < th | dose dependent | rect. | 21 | 10 |
544 | 216.60 | temperature | 10 | 270 | > th | dose dependent | sin | 9 | NA |
656 | 217.90 | temperature | 10 | 720 | > th | dose dependent | rect. | 17 | 17 |
808 | 219.45 | temperature | 10 | 10 | > th | dose dependent | sin | 7 | NA |
832 | 219.72 | temperature | 10 | 720 | > th | dose dependent | sin | 11 | NA |
937 | 220.86 | temperature | 25 | 90 | < th | dose dependent | rect. | 23 | 8 |
990 | 221.42 | temperature | 20 | 10 | > th | dose independent | sin | 7 | NA |