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Os03g0625700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Roothairless 1.
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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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
43.48 | 0.31 | 5.99 | 0.629 | 0.433 | 0.46 | -0.377 | 0.606 | 0.475 | 6.52 | 79.7 | 1322 | -- | -- |
43.74 | 0.308 | 5.99 | 0.687 | 0.376 | 0.518 | -0.308 | -- | 0.489 | 7.24 | 78.74 | 1628 | -- | -- |
43.83 | 0.308 | 5.99 | 0.624 | 0.431 | 0.459 | -- | 0.62 | 0.477 | 6.57 | 79.67 | 1327 | -- | -- |
43.96 | 0.309 | 5.99 | 0.677 | 0.342 | 0.546 | -- | -- | 0.498 | 7.48 | 78.1 | 1732 | -- | -- |
47.36 | 0.321 | 6 | 0.72 | -- | 0.698 | -- | -0.199 | 0.534 | -- | 69.87 | 2035 | -- | -- |
47.32 | 0.322 | 6.01 | 0.732 | 0.413 | -- | -0.34 | -- | 0.428 | 6.87 | -- | -- | -- | -- |
47.61 | 0.323 | 6.01 | 0.726 | 0.412 | -- | -- | -- | 0.429 | 6.97 | -- | -- | -- | -- |
47.41 | 0.321 | 6 | 0.697 | -- | 0.684 | -- | -- | 0.528 | -- | 70 | 2034 | -- | -- |
54.85 | 0.345 | 6 | -- | 0.311 | 0.673 | -- | -- | 0.479 | 7.29 | 84.31 | 1849 | -- | -- |
56.52 | 0.351 | 6.02 | 0.735 | -- | -- | -- | -- | 0.436 | -- | -- | -- | -- | -- |
61.51 | 0.367 | 6.03 | -- | 0.42 | -- | -- | -- | 0.348 | 6.86 | -- | -- | -- | -- |
58.8 | 0.357 | 6 | -- | -- | 0.872 | -- | -- | 0.5 | -- | 80.98 | 1990 | -- | -- |
70.76 | 0.393 | 6.04 | -- | -- | -- | -- | -- | 0.355 | -- | -- | -- | -- | -- |
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 | 43.05 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 24 | 14 |
17 | 43.18 | humidity | 70.0 | 1440 | > th | dose dependent | sin | 5 | NA |
20 | 43.19 | humidity | 80.0 | 1440 | > th | dose dependent | sin | 3 | NA |
31 | 43.23 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 11 | 5 |
33 | 43.24 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 3 |
54 | 43.30 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 3 |
56 | 43.30 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 3 |
57 | 43.31 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 3 |
137 | 43.45 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 19 | 1 |
195 | 43.54 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 5 | 17 |
201 | 43.54 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 13 | 23 |
204 | 43.55 | humidity | 80.0 | 1440 | > th | dose dependent | no | NA | NA |
242 | 43.59 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 5 | 23 |
255 | 43.61 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 8 | 23 |
294 | 43.66 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 2 |
301 | 43.67 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 1 | 14 |
342 | 43.71 | humidity | 90.0 | 1440 | < th | dose independent | sin | 3 | NA |
343 | 43.71 | humidity | 90.0 | 720 | > th | dose dependent | sin | 23 | NA |
352 | 43.73 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 19 | 19 |
385 | 43.76 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 1 | 20 |
428 | 43.79 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 10 | 3 |
433 | 43.80 | humidity | 90.0 | 1440 | > th | dose independent | sin | 2 | NA |
446 | 43.80 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 23 | 18 |
456 | 43.81 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 1 | 17 |
462 | 43.81 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 2 | 15 |
470 | 43.82 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 24 | 19 |
491 | 43.83 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 19 | 19 |
496 | 43.83 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 17 | 21 |
525 | 43.85 | wind | 1.0 | 43200 | < th | dose independent | rect. | 1 | 2 |
548 | 43.86 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 10 | 3 |
573 | 43.87 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 19 | 1 |
574 | 43.87 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 19 | 1 |
581 | 43.87 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 19 | 1 |
593 | 43.88 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
599 | 43.88 | wind | 1.0 | 30 | < th | dose dependent | rect. | 1 | 2 |
612 | 43.89 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 22 | 17 |
629 | 43.90 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 9 | 5 |
634 | 43.90 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 17 | 18 |
644 | 43.90 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 19 | 23 |
710 | 43.92 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 9 | 5 |
726 | 43.93 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 4 | 11 |
756 | 43.94 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 23 | 18 |
772 | 43.94 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 23 | 18 |
778 | 43.95 | humidity | 90.0 | 1440 | > th | dose independent | no | NA | NA |
780 | 43.95 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 2 | 15 |
781 | 43.95 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 2 | 15 |
786 | 43.95 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 23 | 18 |
793 | 43.95 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 13 | 23 |
804 | 43.95 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 2 | 15 |
825 | 43.96 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 11 | 23 |
829 | 43.96 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 11 | 1 |
847 | 43.97 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 5 | 10 |
866 | 43.97 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
892 | 43.98 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 1 | 14 |
906 | 43.98 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 6 | 23 |
930 | 43.99 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 4 | 14 |
995 | 44.02 | humidity | 90.0 | 1440 | < th | dose independent | no | NA | NA |