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Os02g0637900 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33.23 | 0.271 | 9.67 | -0.765 | 0.7 | -0.233 | 0.176 | -2.37 | -0.119 | 9.28 | 19.93 | 4392 | -- | -- |
36.37 | 0.281 | 9.59 | -0.145 | 0.661 | -0.322 | 0.159 | -- | -0.0331 | 9.22 | 28.49 | 2406 | -- | -- |
33.3 | 0.269 | 9.66 | -0.749 | 0.692 | -0.227 | -- | -2.35 | -0.116 | 9.2 | 19.95 | 4028 | -- | -- |
36.4 | 0.281 | 9.59 | -0.127 | 0.666 | -0.333 | -- | -- | -0.0194 | 9.22 | 28.33 | 2391 | -- | -- |
58.78 | 0.357 | 9.65 | -0.644 | -- | -0.39 | -- | -2.12 | -0.0477 | -- | 19.73 | 2223 | -- | -- |
40.26 | 0.297 | 9.58 | -0.227 | 0.703 | -- | 0.17 | -- | 0.00752 | 9.38 | -- | -- | -- | -- |
40.37 | 0.298 | 9.58 | -0.22 | 0.703 | -- | -- | -- | 0.00769 | 9.38 | -- | -- | -- | -- |
53.68 | 0.341 | 9.55 | -0.0178 | -- | -0.701 | -- | -- | 0.204 | -- | 24.2 | 806 | -- | -- |
36.84 | 0.283 | 9.59 | -- | 0.665 | -0.356 | -- | -- | -0.00887 | 9.27 | 28.49 | 2390 | -- | -- |
69.24 | 0.389 | 9.6 | -0.224 | -- | -- | -- | -- | 0.0103 | -- | -- | -- | -- | -- |
41.65 | 0.302 | 9.58 | -- | 0.703 | -- | -- | -- | 0.0322 | 9.4 | -- | -- | -- | -- |
52.27 | 0.337 | 9.59 | -- | -- | -0.778 | -- | -- | 0.0959 | -- | 24.4 | 766 | -- | -- |
70.57 | 0.392 | 9.6 | -- | -- | -- | -- | -- | 0.0352 | -- | -- | -- | -- | -- |
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 | 33.21 | temperature | 20 | 4320 | > th | dose dependent | sin | 5 | NA |
2 | 33.21 | temperature | 20 | 4320 | > th | dose dependent | rect. | 23 | 14 |
3 | 33.21 | temperature | 20 | 4320 | > th | dose dependent | rect. | 21 | 18 |
6 | 33.22 | temperature | 20 | 4320 | > th | dose dependent | rect. | 1 | 12 |
20 | 33.22 | temperature | 20 | 4320 | > th | dose dependent | rect. | 15 | 22 |
27 | 33.23 | temperature | 20 | 4320 | > th | dose dependent | no | NA | NA |
36 | 33.23 | temperature | 20 | 4320 | > th | dose dependent | rect. | 3 | 21 |
57 | 33.23 | temperature | 20 | 4320 | > th | dose dependent | rect. | 23 | 23 |
73 | 33.24 | temperature | 20 | 4320 | > th | dose dependent | rect. | 7 | 22 |
207 | 33.34 | temperature | 20 | 4320 | > th | dose dependent | sin | 17 | NA |
243 | 33.38 | temperature | 20 | 4320 | > th | dose dependent | rect. | 5 | 4 |
265 | 33.40 | temperature | 20 | 4320 | > th | dose dependent | rect. | 14 | 10 |
275 | 33.41 | temperature | 25 | 4320 | > th | dose independent | rect. | 14 | 20 |
276 | 33.41 | temperature | 25 | 4320 | > th | dose independent | rect. | 16 | 21 |
297 | 33.43 | temperature | 20 | 4320 | > th | dose dependent | rect. | 7 | 1 |
331 | 33.46 | temperature | 25 | 4320 | < th | dose independent | rect. | 17 | 22 |
339 | 33.47 | temperature | 25 | 4320 | > th | dose independent | rect. | 19 | 18 |
342 | 33.47 | temperature | 25 | 4320 | < th | dose independent | rect. | 14 | 20 |
383 | 33.50 | temperature | 25 | 4320 | > th | dose independent | rect. | 1 | 23 |
393 | 33.51 | temperature | 25 | 4320 | > th | dose independent | no | NA | NA |
404 | 33.51 | temperature | 25 | 4320 | > th | dose independent | rect. | 4 | 22 |
405 | 33.51 | temperature | 25 | 4320 | < th | dose independent | rect. | 3 | 22 |
455 | 33.54 | temperature | 25 | 4320 | < th | dose independent | no | NA | NA |
481 | 33.55 | temperature | 25 | 4320 | > th | dose independent | rect. | 22 | 23 |
488 | 33.56 | temperature | 25 | 4320 | > th | dose independent | sin | 15 | NA |
526 | 33.57 | temperature | 25 | 4320 | < th | dose independent | rect. | 21 | 23 |
534 | 33.58 | temperature | 25 | 4320 | > th | dose independent | rect. | 15 | 8 |
560 | 33.59 | temperature | 25 | 4320 | > th | dose independent | sin | 6 | NA |
561 | 33.59 | temperature | 25 | 4320 | < th | dose independent | sin | 6 | NA |
599 | 33.60 | temperature | 25 | 4320 | > th | dose independent | rect. | 14 | 12 |
687 | 33.62 | temperature | 20 | 4320 | > th | dose dependent | rect. | 18 | 1 |
793 | 33.65 | temperature | 25 | 4320 | < th | dose independent | sin | 16 | NA |
795 | 33.65 | temperature | 25 | 4320 | < th | dose independent | rect. | 15 | 9 |
944 | 33.68 | temperature | 20 | 4320 | > th | dose dependent | rect. | 10 | 3 |