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Os05g0581000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 independent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
58.63 | 0.36 | 9.45 | 1.5 | 0.138 | 0.596 | 0.225 | -0.934 | 0.369 | 11.4 | 24.6 | 348 | -- | -- |
61.84 | 0.366 | 9.47 | 1.21 | 0.0362 | 0.623 | 0.275 | -- | 0.322 | 9.93 | 24.6 | 487 | -- | -- |
58.8 | 0.357 | 9.45 | 1.52 | 0.145 | 0.599 | -- | -0.946 | 0.368 | 12.2 | 24.53 | 344 | -- | -- |
61.72 | 0.366 | 9.47 | 1.24 | 0.12 | 0.591 | -- | -- | 0.305 | 13.4 | 24.59 | 357 | -- | -- |
59.35 | 0.359 | 9.44 | 1.56 | -- | 0.66 | -- | -1.04 | 0.382 | -- | 24.55 | 484 | -- | -- |
77.44 | 0.413 | 9.53 | 1.02 | 0.313 | -- | 0.193 | -- | 0.00644 | 7.54 | -- | -- | -- | -- |
77.53 | 0.412 | 9.53 | 1.03 | 0.314 | -- | -- | -- | 0.00592 | 7.43 | -- | -- | -- | -- |
62 | 0.367 | 9.48 | 1.22 | -- | 0.591 | -- | -- | 0.268 | -- | 24.5 | 488 | -- | -- |
99.74 | 0.465 | 9.52 | -- | 0.014 | 0.479 | -- | -- | 0.0834 | 12 | 24.9 | 485 | -- | -- |
82.78 | 0.425 | 9.54 | 1.03 | -- | -- | -- | -- | 0.011 | -- | -- | -- | -- | -- |
105.24 | 0.48 | 9.56 | -- | 0.324 | -- | -- | -- | -0.108 | 7.22 | -- | -- | -- | -- |
99.66 | 0.465 | 9.53 | -- | -- | 0.435 | -- | -- | 0.0691 | -- | 24.8 | 484 | -- | -- |
110.79 | 0.491 | 9.57 | -- | -- | -- | -- | -- | -0.103 | -- | -- | -- | -- | -- |
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 | 58.92 | humidity | 80 | 43200 | > th | dose independent | rect. | 17 | 2 |
3 | 59.06 | humidity | 80 | 43200 | < th | dose independent | rect. | 17 | 1 |
5 | 59.26 | temperature | 25 | 1440 | < th | dose independent | rect. | 16 | 14 |
7 | 59.33 | temperature | 25 | 1440 | < th | dose independent | rect. | 16 | 11 |
9 | 59.40 | temperature | 25 | 720 | < th | dose independent | rect. | 17 | 18 |
13 | 59.44 | wind | 9 | 43200 | > th | dose dependent | rect. | 18 | 3 |
14 | 59.45 | temperature | 25 | 1440 | > th | dose independent | rect. | 16 | 14 |
16 | 59.49 | temperature | 25 | 720 | > th | dose independent | rect. | 17 | 18 |
17 | 59.52 | temperature | 25 | 1440 | > th | dose independent | rect. | 16 | 11 |
24 | 59.58 | temperature | 30 | 30 | < th | dose dependent | rect. | 3 | 23 |
27 | 59.66 | temperature | 25 | 1440 | < th | dose independent | sin | 12 | NA |
28 | 59.67 | temperature | 25 | 720 | > th | dose independent | sin | 10 | NA |
32 | 59.69 | temperature | 25 | 1440 | > th | dose independent | sin | 12 | NA |
33 | 59.69 | wind | 9 | 43200 | > th | dose independent | rect. | 18 | 3 |
34 | 59.70 | temperature | 25 | 720 | > th | dose independent | rect. | 19 | 16 |
42 | 59.75 | temperature | 25 | 720 | < th | dose independent | sin | 10 | NA |
46 | 59.76 | temperature | 20 | 270 | > th | dose dependent | sin | 10 | NA |
57 | 59.84 | humidity | 80 | 43200 | > th | dose dependent | rect. | 18 | 2 |
63 | 59.89 | wind | 9 | 43200 | < th | dose independent | rect. | 18 | 3 |
89 | 60.03 | temperature | 20 | 720 | > th | dose dependent | rect. | 15 | 17 |
97 | 60.09 | temperature | 25 | 1440 | < th | dose independent | rect. | 19 | 8 |
105 | 60.15 | wind | 9 | 43200 | > th | dose dependent | rect. | 18 | 7 |
112 | 60.20 | wind | 9 | 43200 | > th | dose dependent | rect. | 18 | 9 |
113 | 60.21 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 1 | 1 |
114 | 60.21 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 1 | 2 |
116 | 60.21 | temperature | 20 | 720 | > th | dose dependent | sin | 12 | NA |
154 | 60.41 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 22 | 5 |
179 | 60.51 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 22 | 1 |
192 | 60.57 | temperature | 15 | 10 | > th | dose dependent | rect. | 13 | 23 |
211 | 60.62 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 11 | 1 |
215 | 60.63 | humidity | 90 | 43200 | > th | dose independent | rect. | 5 | 2 |
272 | 60.74 | temperature | 15 | 270 | > th | dose dependent | rect. | 13 | 23 |
280 | 60.77 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 4 | 1 |
297 | 60.80 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 11 | 1 |
327 | 60.86 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 22 | 15 |
329 | 60.86 | temperature | 30 | 270 | < th | dose dependent | rect. | 11 | 22 |
343 | 60.89 | atmosphere | 1005 | 43200 | > th | dose independent | sin | 8 | NA |
364 | 60.91 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 22 | 15 |
368 | 60.92 | atmosphere | 1005 | 43200 | < th | dose independent | sin | 8 | NA |
383 | 60.93 | temperature | 10 | 720 | > th | dose dependent | rect. | 15 | 16 |
409 | 60.96 | temperature | 20 | 1440 | > th | dose dependent | rect. | 24 | 1 |
410 | 60.96 | temperature | 20 | 1440 | > th | dose dependent | rect. | 24 | 3 |
449 | 61.00 | temperature | 30 | 720 | < th | dose dependent | rect. | 16 | 15 |
461 | 61.01 | atmosphere | 1010 | 43200 | < th | dose dependent | rect. | 6 | 1 |
507 | 61.06 | humidity | 90 | 43200 | < th | dose independent | rect. | 22 | 1 |
523 | 61.07 | temperature | 20 | 1440 | > th | dose dependent | rect. | 23 | 6 |
557 | 61.10 | wind | 9 | 43200 | > th | dose independent | rect. | 18 | 7 |
617 | 61.16 | humidity | 90 | 43200 | < th | dose independent | rect. | 19 | 2 |
638 | 61.17 | temperature | 25 | 720 | < th | dose independent | rect. | 10 | 22 |
657 | 61.19 | wind | 9 | 43200 | > th | dose independent | rect. | 18 | 9 |
784 | 61.27 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 11 | 22 |
791 | 61.28 | atmosphere | 1005 | 43200 | < th | dose independent | no | NA | NA |
807 | 61.28 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 6 | 23 |
853 | 61.30 | atmosphere | 1010 | 43200 | < th | dose dependent | rect. | 4 | 9 |
881 | 61.31 | temperature | 30 | 720 | < th | dose dependent | sin | 12 | NA |
893 | 61.32 | atmosphere | 1005 | 43200 | > th | dose independent | no | NA | NA |
908 | 61.32 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 11 | 22 |
911 | 61.32 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 6 | 23 |
912 | 61.32 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 8 | 23 |
953 | 61.33 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 24 | 23 |
980 | 61.34 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 4 | 23 |