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Os01g0679900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Ythdf2-prov 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
74.66 | 0.406 | 10.6 | -0.185 | 1.64 | -0.327 | 0.356 | 8.09 | -0.52 | 7.31 | 29.8 | 1227 | -- | -- |
80.01 | 0.417 | 10.8 | -1.39 | 1.73 | 0.533 | 0.308 | -- | -0.459 | 7.17 | 32.36 | 2684 | -- | -- |
75 | 0.403 | 10.6 | -0.179 | 1.64 | -0.325 | -- | 8.08 | -0.52 | 7.31 | 29.8 | 1228 | -- | -- |
77.64 | 0.41 | 10.8 | -1.58 | 1.67 | 0.658 | -- | -- | -0.529 | 7.28 | 30.7 | 2606 | -- | -- |
216.07 | 0.685 | 10.6 | 0.433 | -- | -0.689 | -- | 11 | -0.474 | -- | 29.86 | 1336 | -- | -- |
94.04 | 0.455 | 10.8 | -1.42 | 1.66 | -- | 0.393 | -- | -0.645 | 7.1 | -- | -- | -- | -- |
94.45 | 0.455 | 10.8 | -1.41 | 1.67 | -- | -- | -- | -0.646 | 7.11 | -- | -- | -- | -- |
224.04 | 0.697 | 10.8 | -1.55 | -- | 0.635 | -- | -- | -0.497 | -- | 30.22 | 2749 | -- | -- |
140.97 | 0.553 | 10.8 | -- | 1.68 | 0.367 | -- | -- | -0.442 | 7.22 | 32.34 | 4882 | -- | -- |
240.78 | 0.725 | 10.9 | -1.38 | -- | -- | -- | -- | -0.617 | -- | -- | -- | -- | -- |
147.08 | 0.567 | 10.8 | -- | 1.65 | -- | -- | -- | -0.489 | 7.16 | -- | -- | -- | -- |
250.1 | 0.737 | 10.8 | -- | -- | -0.857 | -- | -- | -0.453 | -- | 35.39 | 41333 | -- | -- |
291.09 | 0.796 | 10.8 | -- | -- | -- | -- | -- | -0.463 | -- | -- | -- | -- | -- |
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 | 75.43 | temperature | 30 | 1440 | > th | dose independent | rect. | 17 | 21 |
4 | 75.63 | temperature | 30 | 1440 | > th | dose dependent | rect. | 13 | 1 |
5 | 75.64 | temperature | 30 | 1440 | > th | dose dependent | rect. | 10 | 7 |
8 | 75.66 | temperature | 30 | 1440 | > th | dose dependent | rect. | 16 | 23 |
9 | 75.67 | temperature | 30 | 1440 | > th | dose dependent | sin | 0 | NA |
105 | 75.72 | temperature | 30 | 1440 | > th | dose dependent | no | NA | NA |
254 | 75.80 | temperature | 30 | 1440 | > th | dose independent | rect. | 9 | 5 |
259 | 75.82 | temperature | 30 | 1440 | < th | dose independent | rect. | 17 | 19 |
295 | 75.88 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 3 |
313 | 75.99 | temperature | 30 | 1440 | < th | dose independent | rect. | 4 | 8 |
314 | 75.99 | temperature | 30 | 1440 | < th | dose independent | rect. | 2 | 10 |
337 | 76.02 | temperature | 30 | 1440 | > th | dose independent | rect. | 9 | 3 |
338 | 76.02 | temperature | 30 | 1440 | < th | dose independent | rect. | 7 | 5 |
360 | 76.07 | temperature | 30 | 1440 | > th | dose independent | sin | 8 | NA |
362 | 76.09 | temperature | 30 | 1440 | < th | dose independent | rect. | 20 | 16 |
363 | 76.10 | temperature | 30 | 1440 | < th | dose independent | rect. | 11 | 1 |
367 | 76.13 | temperature | 30 | 1440 | > th | dose independent | rect. | 11 | 1 |
368 | 76.13 | temperature | 30 | 1440 | < th | dose independent | rect. | 22 | 14 |
393 | 76.18 | temperature | 30 | 1440 | > th | dose independent | rect. | 16 | 2 |
429 | 76.30 | temperature | 30 | 1440 | < th | dose independent | sin | 9 | NA |
436 | 76.34 | wind | 1 | 4320 | < th | dose independent | rect. | 4 | 2 |
446 | 76.37 | temperature | 30 | 1440 | < th | dose independent | rect. | 16 | 2 |
587 | 76.72 | temperature | 30 | 1440 | < th | dose independent | rect. | 16 | 7 |
599 | 76.75 | temperature | 30 | 1440 | < th | dose independent | rect. | 16 | 5 |
636 | 76.83 | temperature | 30 | 1440 | < th | dose independent | rect. | 16 | 16 |
654 | 76.86 | temperature | 30 | 1440 | < th | dose independent | rect. | 16 | 14 |
656 | 76.87 | temperature | 30 | 1440 | > th | dose independent | rect. | 9 | 10 |
676 | 76.89 | temperature | 30 | 1440 | < th | dose independent | rect. | 16 | 11 |
693 | 76.90 | temperature | 30 | 1440 | > th | dose independent | no | NA | NA |
842 | 77.05 | wind | 1 | 4320 | > th | dose independent | rect. | 4 | 2 |