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Os11g0244600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Epsin, N-terminal 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
577.03 | 1.13 | 6.46 | -2.6 | 1.29 | -4.74 | 4.99 | 11.7 | -0.745 | 21.7 | 24 | 1200 | 6.03 | -- |
608 | 1.15 | 6.72 | -5.02 | 1.6 | -3.04 | 4.49 | -- | -1.27 | 21.8 | 22.4 | 2359 | 7.51 | -- |
660.91 | 1.2 | 6.44 | -2.6 | 1.4 | -4.59 | -- | 12.1 | -0.673 | 22 | 23.49 | 1073 | 7.32 | -- |
685.5 | 1.22 | 6.69 | -5.1 | 1.53 | -3.18 | -- | -- | -1.21 | 19.3 | 21.95 | 1932 | 1.59 | -- |
736.01 | 1.26 | 6.37 | -2.72 | -- | -5.01 | -- | 10.9 | -0.315 | -- | 22.53 | 853 | 4.58 | -- |
943.79 | 1.44 | 6.9 | -6.1 | 1.72 | -- | 4.87 | -- | -2.03 | 20.4 | -- | -- | -- | -- |
1004.52 | 1.48 | 6.9 | -6.23 | 1.82 | -- | -- | -- | -2.02 | 19.3 | -- | -- | -- | -- |
729.98 | 1.26 | 6.67 | -5.17 | -- | -4 | -- | -- | -1.12 | -- | 19.99 | 863 | 4.91 | -- |
747.71 | 1.27 | 6.34 | -- | 1.56 | -6.01 | -- | -- | 0.433 | 19.5 | 7.248 | 29585 | 3.82 | -- |
1181.15 | 1.61 | 6.86 | -6.26 | -- | -- | -- | -- | -2.05 | -- | -- | -- | -- | -- |
2027.24 | 2.11 | 6.74 | -- | 1.89 | -- | -- | -- | -1.33 | 19.1 | -- | -- | -- | -- |
799.43 | 1.32 | 6.49 | -- | -- | -6.68 | -- | -- | 0.458 | -- | -33.32 | 29504 | 4.73 | -- |
2214.84 | 2.2 | 6.7 | -- | -- | -- | -- | -- | -1.36 | -- | -- | -- | -- | -- |
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 | 568.36 | radiation | 1 | 14400 | < th | dose dependent | rect. | 2 | 3 |
2 | 571.19 | radiation | 1 | 14400 | < th | dose dependent | rect. | 4 | 1 |
9 | 585.84 | radiation | 1 | 1440 | < th | dose dependent | rect. | 18 | 11 |
12 | 591.10 | radiation | 1 | 43200 | < th | dose dependent | rect. | 21 | 8 |
14 | 591.93 | humidity | 90 | 43200 | > th | dose independent | rect. | 23 | 1 |
17 | 594.15 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 11 |
19 | 594.24 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 1 |
29 | 594.46 | humidity | 90 | 43200 | > th | dose dependent | rect. | 23 | 1 |
31 | 595.51 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 11 |
32 | 595.58 | temperature | 25 | 1440 | > th | dose dependent | sin | 11 | NA |
33 | 597.30 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 9 |
36 | 597.77 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 7 |
38 | 597.90 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 2 |
45 | 598.55 | temperature | 25 | 1440 | > th | dose dependent | rect. | 18 | 7 |
50 | 599.02 | temperature | 25 | 1440 | > th | dose dependent | rect. | 17 | 16 |
61 | 600.38 | temperature | 25 | 1440 | < th | dose independent | rect. | 20 | 4 |
62 | 600.38 | radiation | 1 | 1440 | < th | dose dependent | rect. | 18 | 7 |
64 | 600.67 | temperature | 25 | 1440 | > th | dose independent | rect. | 19 | 5 |
69 | 601.29 | radiation | 1 | 1440 | < th | dose dependent | rect. | 18 | 2 |
72 | 601.38 | radiation | 40 | 14400 | < th | dose dependent | rect. | 18 | 9 |
86 | 602.43 | radiation | 1 | 1440 | < th | dose dependent | rect. | 18 | 4 |
102 | 603.45 | radiation | 10 | 14400 | < th | dose dependent | rect. | 18 | 2 |
105 | 603.56 | temperature | 25 | 4320 | > th | dose independent | rect. | 17 | 1 |
127 | 604.74 | radiation | 10 | 14400 | < th | dose dependent | rect. | 18 | 7 |
139 | 605.61 | temperature | 20 | 14400 | > th | dose independent | rect. | 24 | 2 |
146 | 605.74 | temperature | 25 | 4320 | < th | dose independent | rect. | 17 | 1 |
148 | 605.79 | humidity | 80 | 43200 | > th | dose independent | rect. | 12 | 1 |
162 | 606.53 | radiation | 1 | 1440 | < th | dose dependent | rect. | 22 | 7 |
184 | 607.47 | radiation | 1 | 1440 | < th | dose dependent | rect. | 20 | 9 |
196 | 607.82 | temperature | 25 | 1440 | > th | dose dependent | rect. | 20 | 1 |
205 | 608.02 | temperature | 20 | 14400 | > th | dose independent | rect. | 22 | 5 |
208 | 608.21 | temperature | 20 | 14400 | > th | dose independent | rect. | 21 | 9 |
227 | 608.63 | humidity | 90 | 43200 | > th | dose dependent | rect. | 18 | 11 |
237 | 608.95 | humidity | 90 | 43200 | > th | dose independent | rect. | 18 | 9 |
255 | 609.30 | temperature | 20 | 14400 | < th | dose independent | rect. | 21 | 9 |
263 | 609.44 | temperature | 20 | 14400 | < th | dose independent | rect. | 1 | 1 |
301 | 610.36 | humidity | 90 | 43200 | < th | dose independent | rect. | 22 | 3 |
304 | 610.39 | temperature | 25 | 14400 | > th | dose independent | rect. | 10 | 2 |
318 | 610.73 | temperature | 25 | 1440 | > th | dose dependent | rect. | 8 | 23 |
319 | 610.74 | temperature | 20 | 14400 | < th | dose independent | rect. | 22 | 4 |
325 | 610.85 | temperature | 20 | 14400 | < th | dose independent | rect. | 24 | 6 |
332 | 610.93 | temperature | 25 | 1440 | > th | dose dependent | rect. | 8 | 18 |
335 | 610.95 | temperature | 25 | 1440 | > th | dose dependent | rect. | 5 | 21 |
353 | 611.09 | temperature | 25 | 1440 | > th | dose dependent | no | NA | NA |
364 | 611.16 | temperature | 25 | 1440 | > th | dose dependent | rect. | 11 | 23 |
375 | 611.28 | humidity | 90 | 43200 | > th | dose dependent | sin | 14 | NA |
377 | 611.30 | temperature | 20 | 14400 | > th | dose independent | rect. | 4 | 2 |
413 | 611.63 | temperature | 20 | 14400 | < th | dose independent | rect. | 4 | 2 |
461 | 612.57 | temperature | 25 | 1440 | > th | dose dependent | rect. | 22 | 23 |
491 | 612.83 | wind | 7 | 43200 | > th | dose independent | rect. | 10 | 5 |
512 | 613.21 | humidity | 90 | 43200 | < th | dose independent | rect. | 17 | 10 |
525 | 613.39 | wind | 7 | 43200 | < th | dose independent | rect. | 10 | 4 |
540 | 613.62 | humidity | 80 | 43200 | < th | dose independent | rect. | 12 | 1 |
542 | 613.65 | humidity | 90 | 43200 | > th | dose independent | sin | 14 | NA |
543 | 613.67 | temperature | 25 | 14400 | < th | dose independent | rect. | 10 | 2 |
557 | 614.00 | radiation | 30 | 1440 | < th | dose dependent | rect. | 18 | 11 |
597 | 614.73 | radiation | 1 | 14400 | < th | dose dependent | rect. | 6 | 23 |
606 | 614.92 | temperature | 20 | 14400 | > th | dose dependent | rect. | 22 | 1 |
614 | 615.08 | radiation | 1 | 14400 | < th | dose dependent | rect. | 6 | 13 |
669 | 615.90 | wind | 7 | 43200 | > th | dose dependent | rect. | 10 | 5 |
684 | 616.23 | humidity | 90 | 43200 | < th | dose independent | rect. | 10 | 1 |
719 | 616.78 | radiation | 1 | 14400 | < th | dose dependent | rect. | 6 | 21 |
745 | 617.00 | temperature | 20 | 14400 | > th | dose independent | sin | 11 | NA |
771 | 617.35 | humidity | 90 | 43200 | > th | dose dependent | rect. | 4 | 1 |
800 | 617.68 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 21 |
813 | 617.91 | humidity | 90 | 43200 | > th | dose dependent | rect. | 2 | 4 |
848 | 618.53 | temperature | 20 | 14400 | < th | dose independent | sin | 11 | NA |
861 | 618.64 | temperature | 25 | 14400 | < th | dose independent | rect. | 7 | 6 |
912 | 619.21 | temperature | 30 | 1440 | < th | dose independent | rect. | 11 | 5 |
929 | 619.45 | temperature | 25 | 14400 | > th | dose independent | rect. | 4 | 9 |
985 | 620.27 | humidity | 90 | 43200 | < th | dose independent | rect. | 18 | 1 |
992 | 620.32 | temperature | 25 | 14400 | < th | dose independent | rect. | 4 | 9 |