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Os11g0640700 |
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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
51.84 | 0.338 | 7.94 | 0.705 | 0.46 | -0.981 | -0.382 | -0.0866 | -0.0849 | 1.06 | 25.27 | 202 | -- | -- |
51.84 | 0.335 | 7.94 | 0.699 | 0.473 | -0.971 | -0.402 | -- | -0.0857 | 1.04 | 25.4 | 182 | -- | -- |
52.41 | 0.337 | 7.94 | 0.716 | 0.475 | -0.965 | -- | -0.137 | -0.0888 | 1.04 | 25.53 | 181 | -- | -- |
52.47 | 0.337 | 7.94 | 0.706 | 0.485 | -0.979 | -- | -- | -0.0935 | 1.2 | 25.7 | 175 | -- | -- |
56.26 | 0.349 | 7.92 | 0.677 | -- | -1.18 | -- | -0.194 | -0.0618 | -- | 23.02 | 911 | -- | -- |
65.63 | 0.38 | 7.89 | 0.937 | 0.331 | -- | -0.424 | -- | 0.112 | 0.0104 | -- | -- | -- | -- |
66.41 | 0.382 | 7.89 | 0.953 | 0.333 | -- | -- | -- | 0.114 | 0.0844 | -- | -- | -- | -- |
56.12 | 0.349 | 7.93 | 0.66 | -- | -1.04 | -- | -- | -0.103 | -- | 25.25 | 886 | -- | -- |
64.5 | 0.374 | 7.98 | -- | 0.501 | -1.21 | -- | -- | -0.184 | 1.3 | 25.33 | 220 | -- | -- |
73.38 | 0.4 | 7.88 | 0.964 | -- | -- | -- | -- | 0.119 | -- | -- | -- | -- | -- |
90.37 | 0.445 | 7.92 | -- | 0.346 | -- | -- | -- | 0.00794 | 0.238 | -- | -- | -- | -- |
66.11 | 0.379 | 7.96 | -- | -- | -1.32 | -- | -- | -0.22 | -- | 25 | 931 | -- | -- |
97.89 | 0.462 | 7.91 | -- | -- | -- | -- | -- | 0.012 | -- | -- | -- | -- | -- |
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 | 48.72 | wind | 3.0 | 14400 | > th | dose independent | rect. | 5 | 1 |
2 | 48.88 | wind | 3.0 | 14400 | < th | dose independent | rect. | 5 | 1 |
7 | 49.71 | wind | 3.0 | 14400 | < th | dose independent | rect. | 22 | 9 |
9 | 49.82 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 9 | 1 |
10 | 49.85 | wind | 3.0 | 14400 | < th | dose independent | rect. | 1 | 6 |
11 | 49.85 | wind | 3.0 | 14400 | > th | dose independent | rect. | 22 | 9 |
17 | 50.02 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 23 | 3 |
19 | 50.04 | wind | 3.0 | 14400 | > th | dose independent | rect. | 1 | 6 |
23 | 50.07 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 5 | 1 |
34 | 50.34 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 1 |
35 | 50.34 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 1 |
36 | 50.34 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 22 | 9 |
41 | 50.41 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 7 | 1 |
44 | 50.41 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 7 | 1 |
45 | 50.43 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 20 | 11 |
60 | 50.52 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 12 | 1 |
69 | 50.59 | wind | 3.0 | 14400 | < th | dose independent | sin | 8 | NA |
93 | 50.70 | wind | 3.0 | 14400 | < th | dose independent | rect. | 23 | 14 |
106 | 50.75 | wind | 3.0 | 14400 | > th | dose independent | sin | 8 | NA |
113 | 50.76 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 21 | 16 |
117 | 50.77 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 23 | 14 |
129 | 50.80 | wind | 3.0 | 14400 | < th | dose dependent | sin | 8 | NA |
171 | 50.92 | wind | 3.0 | 14400 | > th | dose independent | rect. | 22 | 15 |
182 | 50.95 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 22 | 9 |
246 | 51.12 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 5 | 2 |
403 | 51.52 | atmosphere | 1015.0 | 4320 | > th | dose independent | rect. | 12 | 7 |
404 | 51.52 | atmosphere | 1015.0 | 4320 | < th | dose independent | rect. | 12 | 7 |
412 | 51.54 | atmosphere | 1015.0 | 4320 | < th | dose independent | rect. | 13 | 5 |
423 | 51.55 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 6 | 23 |
426 | 51.56 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 1 | 1 |
438 | 51.58 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 19 | 1 |
457 | 51.62 | atmosphere | 1015.0 | 4320 | > th | dose dependent | rect. | 11 | 8 |
479 | 51.65 | wind | 3.0 | 14400 | < th | dose independent | rect. | 1 | 1 |
600 | 51.84 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 22 | 23 |
601 | 51.85 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 1 | 1 |
638 | 51.91 | temperature | 20.0 | 1440 | < th | dose dependent | rect. | 4 | 12 |
662 | 51.95 | temperature | 25.0 | 270 | < th | dose dependent | no | NA | NA |
684 | 51.98 | wind | 9.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
709 | 52.00 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 17 | 23 |
721 | 52.02 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 19 | 23 |
731 | 52.04 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 13 | 23 |
734 | 52.05 | wind | 1.0 | 14400 | > th | dose dependent | sin | 8 | NA |
750 | 52.08 | atmosphere | 1015.0 | 4320 | > th | dose independent | rect. | 13 | 2 |
755 | 52.09 | wind | 3.0 | 14400 | > th | dose independent | rect. | 1 | 1 |
775 | 52.10 | temperature | 25.0 | 30 | < th | dose dependent | rect. | 1 | 23 |
802 | 52.13 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 15 | 23 |
807 | 52.14 | temperature | 25.0 | 30 | < th | dose dependent | rect. | 23 | 23 |
810 | 52.15 | temperature | 25.0 | 30 | < th | dose dependent | rect. | 3 | 23 |
812 | 52.15 | temperature | 25.0 | 30 | < th | dose dependent | rect. | 15 | 23 |
813 | 52.15 | temperature | 25.0 | 30 | < th | dose dependent | rect. | 19 | 23 |
826 | 52.16 | temperature | 25.0 | 30 | < th | dose dependent | rect. | 11 | 23 |
931 | 52.29 | wind | 9.0 | 14400 | < th | dose independent | rect. | 8 | 3 |
985 | 52.35 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 5 | 8 |
991 | 52.36 | temperature | 20.0 | 1440 | < th | dose dependent | sin | 1 | NA |