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Os01g0849600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to ENOD18 protein (Fragment).
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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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
141.62 | 0.559 | 3.91 | 1.8 | 1.03 | 1.11 | 1.79 | 0.147 | 0.253 | 9.94 | 20.71 | 380 | -- | -- |
141.69 | 0.554 | 3.91 | 1.83 | 1.03 | 1.1 | 1.82 | -- | 0.26 | 9.92 | 20.77 | 380 | -- | -- |
153.43 | 0.577 | 3.91 | 1.82 | 1.02 | 1.16 | -- | 0.409 | 0.249 | 10.1 | 20.65 | 377 | -- | -- |
154 | 0.578 | 3.91 | 1.9 | 1.03 | 1.13 | -- | -- | 0.26 | 10.1 | 20.69 | 368 | -- | -- |
205.94 | 0.668 | 3.94 | 1.82 | -- | 1.4 | -- | 0.879 | 0.291 | -- | 20.8 | 615 | -- | -- |
183.6 | 0.635 | 3.96 | 1.46 | 1.11 | -- | 1.92 | -- | 0.00655 | 9.43 | -- | -- | -- | -- |
197.05 | 0.657 | 3.96 | 1.53 | 1.1 | -- | -- | -- | 0.00973 | 9.52 | -- | -- | -- | -- |
207.74 | 0.671 | 3.93 | 1.84 | -- | 1.14 | -- | -- | 0.287 | -- | 21.3 | 660 | -- | -- |
241.44 | 0.724 | 3.99 | -- | 1.11 | 0.703 | -- | -- | -0.0716 | 9.67 | 20.7 | 315 | -- | -- |
267.86 | 0.765 | 3.99 | 1.52 | -- | -- | -- | -- | 0.0127 | -- | -- | -- | -- | -- |
258.83 | 0.753 | 4 | -- | 1.09 | -- | -- | -- | -0.161 | 9.41 | -- | -- | -- | -- |
297.66 | 0.804 | 3.97 | -- | -- | 0.786 | -- | -- | 0.0789 | -- | 22.26 | 694 | -- | -- |
329.07 | 0.847 | 4.03 | -- | -- | -- | -- | -- | -0.156 | -- | -- | -- | -- | -- |
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 | 135.68 | temperature | 20 | 270 | > th | dose independent | rect. | 21 | 18 |
14 | 139.91 | temperature | 20 | 270 | > th | dose independent | sin | 7 | NA |
20 | 141.26 | temperature | 20 | 270 | < th | dose independent | sin | 6 | NA |
24 | 141.45 | temperature | 15 | 270 | > th | dose dependent | sin | 8 | NA |
29 | 141.70 | temperature | 25 | 270 | < th | dose dependent | sin | 7 | NA |
34 | 142.32 | temperature | 20 | 270 | < th | dose independent | rect. | 23 | 17 |
51 | 143.41 | temperature | 20 | 270 | < th | dose independent | rect. | 23 | 12 |
67 | 143.98 | temperature | 25 | 270 | < th | dose dependent | rect. | 23 | 12 |
76 | 144.39 | temperature | 25 | 270 | < th | dose dependent | rect. | 23 | 14 |
131 | 145.84 | temperature | 25 | 270 | < th | dose dependent | rect. | 23 | 22 |
178 | 146.77 | temperature | 15 | 270 | > th | dose dependent | rect. | 21 | 16 |
191 | 147.07 | temperature | 25 | 720 | < th | dose dependent | rect. | 20 | 9 |
195 | 147.14 | temperature | 25 | 720 | < th | dose dependent | rect. | 19 | 11 |
200 | 147.24 | temperature | 25 | 720 | < th | dose dependent | rect. | 18 | 13 |
205 | 147.28 | temperature | 25 | 720 | < th | dose dependent | sin | 11 | NA |
219 | 147.41 | temperature | 20 | 270 | < th | dose independent | no | NA | NA |
223 | 147.45 | temperature | 20 | 270 | < th | dose independent | rect. | 13 | 23 |
240 | 147.61 | temperature | 20 | 270 | > th | dose independent | no | NA | NA |
249 | 147.69 | temperature | 20 | 270 | < th | dose independent | rect. | 11 | 23 |
255 | 147.72 | temperature | 20 | 270 | > th | dose independent | rect. | 8 | 23 |
331 | 148.53 | temperature | 20 | 270 | < th | dose independent | rect. | 8 | 23 |
362 | 148.77 | temperature | 15 | 720 | > th | dose dependent | rect. | 21 | 7 |
388 | 149.04 | temperature | 15 | 720 | > th | dose dependent | rect. | 20 | 11 |
409 | 149.17 | temperature | 20 | 270 | > th | dose independent | rect. | 5 | 23 |
511 | 149.89 | temperature | 25 | 270 | < th | dose dependent | no | NA | NA |
524 | 150.00 | temperature | 25 | 270 | < th | dose dependent | rect. | 11 | 23 |
538 | 150.06 | temperature | 20 | 270 | > th | dose independent | rect. | 3 | 23 |
618 | 150.56 | temperature | 20 | 270 | < th | dose independent | rect. | 5 | 23 |
655 | 150.77 | temperature | 20 | 720 | > th | dose independent | rect. | 21 | 7 |
669 | 150.82 | temperature | 25 | 720 | < th | dose dependent | rect. | 23 | 2 |
741 | 151.25 | temperature | 20 | 30 | < th | dose independent | sin | 4 | NA |
769 | 151.36 | temperature | 25 | 720 | < th | dose dependent | rect. | 9 | 21 |