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Os10g0426600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : TRAF-like domain containing 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
275.35 | 0.78 | 3.03 | 0.257 | 0.309 | -1.06 | -0.347 | -2.88 | -0.0853 | 18 | 29 | 3912 | -- | -- |
281.12 | 0.781 | 3.13 | -0.332 | 0.321 | -0.891 | -0.428 | -- | -0.234 | 17.8 | 35 | 2552 | -- | -- |
275.55 | 0.773 | 3.03 | 0.265 | 0.329 | -1.07 | -- | -2.92 | -0.0819 | 18.5 | 28.7 | 4176 | -- | -- |
281.55 | 0.781 | 3.13 | -0.334 | 0.318 | -0.889 | -- | -- | -0.236 | 18.1 | 35.7 | 2582 | -- | -- |
280.29 | 0.78 | 3.03 | 0.261 | -- | -1.05 | -- | -2.88 | -0.0889 | -- | 29.3 | 3714 | -- | -- |
297.17 | 0.808 | 3.09 | 0.0113 | 0.305 | -- | -0.206 | -- | -0.0525 | 19 | -- | -- | -- | -- |
297.25 | 0.807 | 3.09 | 0.0144 | 0.304 | -- | -- | -- | -0.0534 | 19.3 | -- | -- | -- | -- |
285.17 | 0.786 | 3.13 | -0.321 | -- | -0.977 | -- | -- | -0.243 | -- | 41.72 | 2009 | -- | -- |
283.98 | 0.785 | 3.12 | -- | 0.312 | -0.747 | -- | -- | -0.175 | 18.2 | 43.21 | 2549 | -- | -- |
302.16 | 0.812 | 3.08 | 0.00912 | -- | -- | -- | -- | -0.0586 | -- | -- | -- | -- | -- |
297.26 | 0.807 | 3.09 | -- | 0.304 | -- | -- | -- | -0.055 | 19.3 | -- | -- | -- | -- |
287.5 | 0.79 | 3.11 | -- | -- | -0.846 | -- | -- | -0.188 | -- | 43.87 | 1974 | -- | -- |
302.16 | 0.811 | 3.08 | -- | -- | -- | -- | -- | -0.0596 | -- | -- | -- | -- | -- |
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 | 270.41 | temperature | 20 | 10 | > th | dose dependent | rect. | 14 | 16 |
2 | 270.86 | temperature | 25 | 270 | > th | dose dependent | rect. | 12 | 4 |
13 | 273.19 | temperature | 20 | 10 | > th | dose dependent | rect. | 14 | 11 |
15 | 273.30 | temperature | 25 | 90 | > th | dose dependent | rect. | 14 | 3 |
18 | 273.43 | temperature | 20 | 10 | > th | dose dependent | rect. | 14 | 5 |
23 | 273.72 | temperature | 25 | 4320 | < th | dose independent | rect. | 22 | 1 |
29 | 274.03 | temperature | 25 | 10 | > th | dose independent | rect. | 14 | 5 |
31 | 274.07 | atmosphere | 1010 | 90 | < th | dose dependent | rect. | 14 | 3 |
34 | 274.10 | temperature | 25 | 4320 | > th | dose independent | rect. | 22 | 1 |
75 | 274.94 | temperature | 25 | 4320 | < th | dose independent | rect. | 21 | 20 |
83 | 275.01 | temperature | 30 | 4320 | < th | dose dependent | rect. | 2 | 13 |
95 | 275.08 | temperature | 30 | 4320 | < th | dose dependent | rect. | 23 | 17 |
98 | 275.10 | temperature | 25 | 4320 | < th | dose independent | rect. | 21 | 13 |
110 | 275.15 | temperature | 25 | 4320 | > th | dose independent | rect. | 21 | 20 |
118 | 275.17 | temperature | 20 | 90 | > th | dose dependent | rect. | 13 | 22 |
129 | 275.22 | temperature | 30 | 4320 | < th | dose dependent | sin | 4 | NA |
132 | 275.22 | temperature | 20 | 10 | > th | dose dependent | rect. | 14 | 21 |
149 | 275.29 | temperature | 10 | 4320 | > th | dose dependent | rect. | 1 | 14 |
150 | 275.29 | temperature | 10 | 4320 | > th | dose dependent | rect. | 23 | 16 |
158 | 275.30 | temperature | 10 | 4320 | > th | dose dependent | rect. | 2 | 12 |
190 | 275.34 | atmosphere | 1010 | 270 | < th | dose dependent | rect. | 12 | 4 |
219 | 275.40 | temperature | 20 | 270 | > th | dose dependent | rect. | 11 | 20 |
222 | 275.41 | temperature | 10 | 4320 | > th | dose dependent | sin | 5 | NA |
252 | 275.45 | temperature | 25 | 4320 | < th | dose independent | rect. | 1 | 16 |
281 | 275.50 | temperature | 25 | 4320 | < th | dose independent | sin | 4 | NA |
282 | 275.50 | temperature | 20 | 4320 | > th | dose dependent | rect. | 2 | 6 |
329 | 275.55 | temperature | 25 | 4320 | > th | dose independent | rect. | 21 | 13 |
358 | 275.58 | temperature | 30 | 4320 | < th | dose dependent | rect. | 9 | 22 |
370 | 275.59 | temperature | 30 | 4320 | < th | dose dependent | rect. | 2 | 22 |
383 | 275.61 | temperature | 25 | 4320 | < th | dose independent | rect. | 2 | 13 |
414 | 275.63 | temperature | 30 | 4320 | < th | dose dependent | no | NA | NA |
448 | 275.65 | temperature | 30 | 4320 | < th | dose dependent | rect. | 11 | 23 |
509 | 275.71 | temperature | 30 | 4320 | < th | dose dependent | rect. | 14 | 23 |
582 | 275.77 | temperature | 25 | 4320 | > th | dose independent | rect. | 2 | 15 |
628 | 275.81 | temperature | 25 | 4320 | > th | dose independent | sin | 4 | NA |
631 | 275.81 | temperature | 25 | 4320 | < th | dose independent | rect. | 7 | 23 |
648 | 275.82 | temperature | 25 | 4320 | > th | dose independent | rect. | 8 | 1 |
663 | 275.83 | temperature | 25 | 4320 | > th | dose independent | rect. | 5 | 20 |
664 | 275.83 | temperature | 25 | 4320 | < th | dose independent | rect. | 7 | 20 |
684 | 275.84 | temperature | 25 | 4320 | > th | dose independent | rect. | 7 | 18 |
702 | 275.85 | temperature | 25 | 4320 | < th | dose independent | rect. | 2 | 23 |
703 | 275.85 | temperature | 25 | 4320 | < th | dose independent | rect. | 11 | 23 |
719 | 275.86 | temperature | 25 | 4320 | < th | dose independent | rect. | 5 | 22 |
743 | 275.87 | temperature | 25 | 4320 | < th | dose independent | rect. | 15 | 23 |
750 | 275.88 | temperature | 25 | 4320 | < th | dose independent | rect. | 8 | 1 |
771 | 275.88 | temperature | 10 | 4320 | > th | dose dependent | rect. | 9 | 22 |
775 | 275.89 | temperature | 25 | 4320 | < th | dose independent | no | NA | NA |
804 | 275.90 | temperature | 25 | 4320 | < th | dose independent | rect. | 13 | 23 |
880 | 275.94 | temperature | 25 | 4320 | > th | dose independent | rect. | 5 | 9 |
887 | 275.94 | temperature | 25 | 4320 | > th | dose independent | rect. | 11 | 23 |
888 | 275.94 | temperature | 10 | 4320 | > th | dose dependent | no | NA | NA |
899 | 275.94 | temperature | 10 | 4320 | > th | dose dependent | rect. | 1 | 23 |
978 | 275.98 | temperature | 25 | 4320 | > th | dose independent | rect. | 15 | 22 |
996 | 275.99 | temperature | 25 | 4320 | > th | dose independent | no | NA | NA |