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Os02g0567000 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32.91 | 0.27 | 10.3 | 0.277 | 0.308 | 0.905 | -0.438 | 1.02 | 0.153 | 6.85 | 30 | 10 | -- | -- |
34.26 | 0.275 | 10.3 | 0.452 | 0.312 | 0.935 | -0.437 | -- | 0.203 | 7.24 | 30.1 | 10 | -- | -- |
33.34 | 0.271 | 10.3 | 0.268 | 0.31 | 0.903 | -- | 1 | 0.153 | 6.99 | 30 | 10 | -- | -- |
34.74 | 0.276 | 10.3 | 0.434 | 0.317 | 0.899 | -- | -- | 0.196 | 6.89 | 30.1 | 10 | -- | -- |
36.25 | 0.28 | 10.3 | 0.312 | -- | 1.08 | -- | 1.08 | 0.18 | -- | 30.46 | 153 | -- | -- |
45.65 | 0.317 | 10.3 | 0.224 | 0.506 | -- | 0.0911 | -- | 0.0244 | 4.55 | -- | -- | -- | -- |
45.67 | 0.316 | 10.3 | 0.224 | 0.507 | -- | -- | -- | 0.024 | 4.59 | -- | -- | -- | -- |
37.48 | 0.285 | 10.3 | 0.491 | -- | 1.12 | -- | -- | 0.218 | -- | 31.82 | 150 | -- | -- |
39.22 | 0.293 | 10.3 | -- | 0.347 | 0.72 | -- | -- | 0.118 | 6.19 | 30.1 | 10 | -- | -- |
59.34 | 0.36 | 10.3 | 0.243 | -- | -- | -- | -- | 0.0373 | -- | -- | -- | -- | -- |
46.99 | 0.321 | 10.3 | -- | 0.511 | -- | -- | -- | -0.000939 | 4.58 | -- | -- | -- | -- |
43.35 | 0.307 | 10.3 | -- | -- | 0.983 | -- | -- | 0.135 | -- | 32.43 | 149 | -- | -- |
60.9 | 0.364 | 10.3 | -- | -- | -- | -- | -- | 0.0103 | -- | -- | -- | -- | -- |
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 | 32.40 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 1 | 23 |
2 | 32.50 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 7 | 23 |
3 | 32.61 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 11 | 23 |
5 | 32.70 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 3 | 23 |
8 | 32.80 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 13 | 23 |
11 | 32.86 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 15 | 23 |
14 | 32.88 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 23 | 23 |
17 | 32.91 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 15 | 23 |
18 | 32.92 | temperature | 30.0 | 10 | < th | dose dependent | no | NA | NA |
22 | 32.96 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 17 | 23 |
28 | 33.08 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 9 | 23 |
30 | 33.09 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 21 | 23 |
42 | 33.22 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 19 | 23 |
50 | 33.28 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 5 | 23 |
68 | 33.47 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 23 | 23 |
77 | 33.59 | temperature | 15.0 | 10 | > th | dose dependent | no | NA | NA |
94 | 33.82 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 23 | 21 |
102 | 33.87 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 21 | 23 |
136 | 34.11 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 17 | 23 |
192 | 34.31 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 3 | 20 |
197 | 34.32 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 7 | 13 |
222 | 34.39 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 10 | 10 |
235 | 34.41 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 12 | 8 |
251 | 34.45 | atmosphere | 995.0 | 14400 | < th | dose independent | rect. | 15 | 3 |
302 | 34.49 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 14 | 6 |
322 | 34.52 | atmosphere | 995.0 | 14400 | < th | dose dependent | rect. | 15 | 4 |
364 | 34.58 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 22 | 1 |
366 | 34.58 | temperature | 30.0 | 270 | < th | dose dependent | sin | 9 | NA |
381 | 34.62 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 17 | 1 |
395 | 34.62 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 17 | 1 |
445 | 34.66 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 17 | 1 |
447 | 34.66 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 7 | 17 |
461 | 34.69 | temperature | 10.0 | 270 | > th | dose dependent | sin | 9 | NA |
467 | 34.70 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 10 | 5 |
487 | 34.73 | temperature | 25.0 | 720 | < th | dose dependent | sin | 19 | NA |
491 | 34.74 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 12 | 3 |
535 | 34.82 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 17 | 3 |
621 | 34.96 | temperature | 30.0 | 720 | < th | dose dependent | sin | 16 | NA |
678 | 35.05 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 1 |
682 | 35.06 | atmosphere | 1005.0 | 14400 | > th | dose independent | rect. | 22 | 1 |
715 | 35.10 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 18 |
724 | 35.11 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 17 | 23 |
726 | 35.12 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 2 | 23 |
733 | 35.14 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 16 | 18 |
747 | 35.16 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 16 | 18 |
777 | 35.20 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 17 | 2 |
787 | 35.22 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 17 | 4 |
876 | 35.35 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 5 | 21 |
891 | 35.38 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 15 | 10 |
932 | 35.43 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 15 | 12 |