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Os07g0271000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to GDP dissociation inhibitor protein OsGDI1.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
101.24 | 0.473 | 7.67 | 2.9 | 0.992 | -0.419 | -0.77 | -3.68 | 0.773 | 5.91 | 13.82 | 1590 | -- | -- |
106.57 | 0.481 | 7.59 | 3.74 | 0.989 | -0.566 | -0.815 | -- | 0.894 | 5.83 | 27 | 3374 | -- | -- |
102.48 | 0.471 | 7.67 | 2.87 | 0.997 | -0.401 | -- | -3.7 | 0.767 | 5.88 | 14.2 | 1457 | -- | -- |
108.08 | 0.484 | 7.58 | 3.73 | 0.98 | -0.554 | -- | -- | 0.92 | 5.8 | 26.01 | 3329 | -- | -- |
133.87 | 0.539 | 7.58 | 3.79 | -- | -1.15 | -- | 0.0122 | 1.05 | -- | 23.7 | 388 | -- | -- |
115.85 | 0.505 | 7.59 | 3.57 | 0.987 | -- | -0.838 | -- | 0.905 | 5.96 | -- | -- | -- | -- |
117.57 | 0.508 | 7.59 | 3.56 | 0.983 | -- | -- | -- | 0.908 | 5.97 | -- | -- | -- | -- |
133.71 | 0.539 | 7.57 | 3.78 | -- | -1.08 | -- | -- | 1.05 | -- | 23.8 | 399 | -- | -- |
433.09 | 0.969 | 7.71 | -- | 1.33 | 1.36 | -- | -- | 0.341 | 4.97 | 14.38 | 27 | -- | -- |
167.61 | 0.605 | 7.6 | 3.59 | -- | -- | -- | -- | 0.931 | -- | -- | -- | -- | -- |
451.47 | 0.994 | 7.68 | -- | 1.04 | -- | -- | -- | 0.512 | 5.8 | -- | -- | -- | -- |
499.38 | 1.04 | 7.69 | -- | -- | -0.514 | -- | -- | 0.565 | -- | 24.75 | 364 | -- | -- |
507.26 | 1.05 | 7.69 | -- | -- | -- | -- | -- | 0.533 | -- | -- | -- | -- | -- |
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 | 100.29 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 3 |
3 | 100.32 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 9 | 1 |
4 | 100.54 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 20 | 2 |
5 | 100.54 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 20 | 2 |
6 | 100.54 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 20 | 2 |
8 | 100.66 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 18 | 1 |
9 | 100.69 | wind | 7.0 | 14400 | > th | dose independent | rect. | 8 | 1 |
10 | 100.70 | wind | 9.0 | 43200 | < th | dose independent | rect. | 19 | 2 |
11 | 100.79 | wind | 5.0 | 43200 | > th | dose independent | rect. | 20 | 2 |
15 | 100.84 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 19 | 2 |
17 | 100.89 | wind | 5.0 | 43200 | < th | dose independent | rect. | 20 | 2 |
18 | 100.93 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 18 | 1 |
21 | 101.01 | wind | 9.0 | 43200 | > th | dose independent | rect. | 19 | 2 |
25 | 101.08 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 6 |
27 | 101.11 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 7 |
28 | 101.11 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 7 |
33 | 101.18 | wind | 1.0 | 43200 | > th | dose independent | rect. | 15 | 9 |
39 | 101.26 | wind | 9.0 | 43200 | < th | dose independent | rect. | 20 | 9 |
41 | 101.26 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 17 | 22 |
43 | 101.27 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 3 | 19 |
44 | 101.28 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 20 | 19 |
90 | 101.36 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 9 | 17 |
117 | 101.39 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 13 | 23 |
149 | 101.42 | temperature | 10.0 | 1440 | > th | dose dependent | no | NA | NA |
215 | 101.48 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 6 | 1 |
223 | 101.49 | wind | 9.0 | 43200 | > th | dose independent | rect. | 20 | 9 |
255 | 101.52 | wind | 5.0 | 43200 | > th | dose independent | rect. | 20 | 5 |
272 | 101.53 | temperature | 10.0 | 1440 | > th | dose dependent | sin | 18 | NA |
282 | 101.54 | temperature | 10.0 | 1440 | > th | dose dependent | sin | 3 | NA |
298 | 101.56 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 2 |
306 | 101.57 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 3 | 12 |
335 | 101.59 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 14 | 10 |
357 | 101.61 | temperature | 10.0 | 4320 | > th | dose dependent | rect. | 21 | 2 |
358 | 101.61 | temperature | 30.0 | 4320 | < th | dose dependent | rect. | 21 | 2 |
384 | 101.63 | temperature | 10.0 | 4320 | > th | dose dependent | rect. | 20 | 5 |
386 | 101.63 | temperature | 30.0 | 4320 | < th | dose dependent | rect. | 20 | 5 |
387 | 101.63 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 8 |
393 | 101.64 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 2 |
398 | 101.64 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 2 |
428 | 101.66 | wind | 5.0 | 43200 | < th | dose independent | rect. | 20 | 5 |
448 | 101.67 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 9 | 10 |
460 | 101.68 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 11 | 8 |
470 | 101.68 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 5 | 21 |
472 | 101.69 | radiation | 40.0 | 14400 | > th | dose dependent | rect. | 12 | 1 |
491 | 101.70 | temperature | 30.0 | 4320 | < th | dose dependent | rect. | 18 | 8 |
492 | 101.70 | temperature | 10.0 | 4320 | > th | dose dependent | rect. | 18 | 9 |
506 | 101.71 | wind | 1.0 | 43200 | < th | dose independent | rect. | 15 | 9 |
524 | 101.72 | temperature | 10.0 | 4320 | > th | dose dependent | rect. | 17 | 14 |
539 | 101.73 | temperature | 30.0 | 4320 | < th | dose dependent | rect. | 17 | 14 |
568 | 101.75 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 6 |
578 | 101.75 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 13 | 13 |
586 | 101.75 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 3 | 19 |
616 | 101.77 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 13 | 11 |
620 | 101.77 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 11 | 13 |
657 | 101.79 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 15 | 21 |
659 | 101.80 | temperature | 10.0 | 4320 | > th | dose dependent | sin | 12 | NA |
778 | 101.85 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 14 | 5 |
795 | 101.86 | temperature | 30.0 | 4320 | < th | dose dependent | sin | 11 | NA |
853 | 101.88 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 20 | 10 |
954 | 101.93 | temperature | 30.0 | 1440 | < th | dose dependent | no | NA | NA |
999 | 101.95 | wind | 7.0 | 14400 | < th | dose independent | rect. | 8 | 1 |