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Os01g0541600 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
70.9 | 0.396 | 9.12 | -0.649 | 0.327 | 0.651 | -0.49 | 0.361 | -0.161 | 4.53 | 20.8 | 1241 | -- | -- |
70.9 | 0.392 | 9.13 | -0.702 | 0.327 | 0.581 | -0.508 | -- | -0.183 | 4.69 | 21.2 | 1192 | -- | -- |
71.44 | 0.394 | 9.12 | -0.658 | 0.325 | 0.634 | -- | 0.272 | -0.162 | 4.27 | 20.9 | 1225 | -- | -- |
71.47 | 0.394 | 9.13 | -0.704 | 0.322 | 0.586 | -- | -- | -0.183 | 4.3 | 21.25 | 1206 | -- | -- |
76.92 | 0.408 | 9.13 | -0.638 | -- | 0.626 | -- | 0.292 | -0.165 | -- | 21.2 | 1140 | -- | -- |
80.77 | 0.421 | 9.1 | -0.471 | 0.361 | -- | -0.51 | -- | -0.026 | 4.18 | -- | -- | -- | -- |
81.45 | 0.423 | 9.1 | -0.466 | 0.356 | -- | -- | -- | -0.0232 | 3.86 | -- | -- | -- | -- |
76.97 | 0.409 | 9.14 | -0.698 | -- | 0.609 | -- | -- | -0.182 | -- | 21.3 | 1140 | -- | -- |
82.13 | 0.422 | 9.11 | -- | 0.328 | 0.334 | -- | -- | -0.0655 | 3.91 | 22.4 | 1007 | -- | -- |
88.43 | 0.439 | 9.1 | -0.451 | -- | -- | -- | -- | -0.0137 | -- | -- | -- | -- | -- |
87.18 | 0.437 | 9.08 | -- | 0.347 | -- | -- | -- | 0.0287 | 3.88 | -- | -- | -- | -- |
87.45 | 0.436 | 9.11 | -- | -- | 0.368 | -- | -- | -0.0775 | -- | 22.38 | 1077 | -- | -- |
93.81 | 0.452 | 9.09 | -- | -- | -- | -- | -- | 0.0364 | -- | -- | -- | -- | -- |
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 | 68.34 | temperature | 15 | 270 | > th | dose dependent | rect. | 15 | 22 |
6 | 69.20 | temperature | 15 | 10 | > th | dose dependent | rect. | 6 | 23 |
10 | 69.56 | humidity | 90 | 4320 | > th | dose dependent | rect. | 6 | 1 |
13 | 69.69 | temperature | 10 | 270 | > th | dose dependent | rect. | 5 | 22 |
14 | 69.77 | temperature | 15 | 270 | > th | dose dependent | rect. | 6 | 20 |
48 | 70.44 | temperature | 10 | 270 | > th | dose dependent | rect. | 23 | 12 |
65 | 70.79 | temperature | 15 | 30 | > th | dose dependent | rect. | 23 | 23 |
75 | 70.94 | temperature | 10 | 270 | > th | dose dependent | sin | 8 | NA |
82 | 71.02 | temperature | 20 | 1440 | > th | dose independent | rect. | 20 | 8 |
83 | 71.03 | temperature | 30 | 270 | < th | dose dependent | rect. | 9 | 22 |
88 | 71.12 | temperature | 30 | 90 | < th | dose dependent | rect. | 11 | 23 |
90 | 71.14 | temperature | 10 | 270 | > th | dose dependent | no | NA | NA |
101 | 71.20 | temperature | 30 | 270 | < th | dose dependent | rect. | 20 | 23 |
104 | 71.23 | temperature | 20 | 1440 | > th | dose independent | rect. | 20 | 11 |
106 | 71.25 | temperature | 20 | 1440 | < th | dose independent | rect. | 20 | 8 |
107 | 71.25 | temperature | 10 | 720 | > th | dose dependent | rect. | 23 | 5 |
111 | 71.28 | temperature | 30 | 1440 | < th | dose dependent | rect. | 3 | 1 |
115 | 71.31 | temperature | 15 | 1440 | > th | dose dependent | rect. | 3 | 1 |
128 | 71.35 | temperature | 20 | 1440 | < th | dose independent | rect. | 20 | 11 |
141 | 71.39 | temperature | 20 | 1440 | > th | dose independent | rect. | 3 | 1 |
163 | 71.43 | temperature | 30 | 270 | < th | dose dependent | rect. | 24 | 23 |
165 | 71.44 | temperature | 30 | 270 | < th | dose dependent | sin | 8 | NA |
169 | 71.45 | temperature | 20 | 1440 | < th | dose independent | rect. | 6 | 1 |
174 | 71.45 | temperature | 15 | 1440 | > th | dose dependent | rect. | 1 | 1 |
181 | 71.46 | temperature | 30 | 1440 | < th | dose dependent | rect. | 1 | 3 |
188 | 71.47 | temperature | 20 | 1440 | > th | dose independent | sin | 11 | NA |
192 | 71.47 | temperature | 30 | 1440 | < th | dose dependent | rect. | 1 | 1 |
198 | 71.48 | temperature | 20 | 1440 | > th | dose independent | rect. | 6 | 1 |
216 | 71.49 | temperature | 30 | 90 | < th | dose dependent | rect. | 3 | 23 |
229 | 71.52 | temperature | 20 | 1440 | < th | dose independent | rect. | 3 | 1 |
235 | 71.52 | temperature | 30 | 90 | < th | dose dependent | no | NA | NA |
319 | 71.63 | temperature | 20 | 1440 | < th | dose independent | sin | 10 | NA |
323 | 71.63 | temperature | 25 | 1440 | < th | dose dependent | rect. | 20 | 8 |
331 | 71.64 | temperature | 20 | 10 | > th | dose independent | rect. | 19 | 10 |
343 | 71.65 | temperature | 10 | 10 | > th | dose dependent | no | NA | NA |
352 | 71.66 | temperature | 10 | 270 | > th | dose dependent | rect. | 7 | 15 |
382 | 71.70 | temperature | 25 | 1440 | < th | dose dependent | rect. | 21 | 1 |
388 | 71.71 | temperature | 20 | 1440 | > th | dose independent | rect. | 1 | 3 |
398 | 71.71 | temperature | 25 | 1440 | < th | dose dependent | rect. | 21 | 3 |
470 | 71.77 | temperature | 20 | 270 | > th | dose independent | rect. | 15 | 22 |
485 | 71.77 | temperature | 30 | 90 | < th | dose dependent | rect. | 15 | 23 |
536 | 71.81 | temperature | 15 | 270 | > th | dose dependent | rect. | 21 | 23 |
537 | 71.82 | temperature | 20 | 1440 | < th | dose independent | rect. | 1 | 3 |
540 | 71.82 | temperature | 25 | 1440 | < th | dose dependent | sin | 10 | NA |
591 | 71.86 | wind | 3 | 43200 | > th | dose independent | rect. | 1 | 1 |
606 | 71.87 | temperature | 20 | 720 | > th | dose independent | rect. | 6 | 22 |
622 | 71.88 | wind | 9 | 14400 | > th | dose dependent | rect. | 21 | 17 |
651 | 71.90 | temperature | 25 | 720 | < th | dose dependent | rect. | 3 | 21 |
668 | 71.92 | temperature | 20 | 270 | > th | dose independent | rect. | 15 | 20 |
709 | 71.95 | temperature | 20 | 10 | > th | dose independent | rect. | 6 | 23 |
735 | 71.96 | temperature | 15 | 10 | > th | dose dependent | rect. | 1 | 23 |
745 | 71.97 | temperature | 10 | 720 | > th | dose dependent | rect. | 23 | 19 |
749 | 71.98 | radiation | 20 | 720 | > th | dose independent | rect. | 16 | 1 |
783 | 71.99 | temperature | 30 | 720 | > th | dose independent | rect. | 8 | 6 |
943 | 72.08 | temperature | 15 | 10 | > th | dose dependent | rect. | 17 | 23 |
977 | 72.11 | wind | 3 | 43200 | < th | dose independent | rect. | 1 | 1 |