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Os03g0668500 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
125.89 | 0.527 | 10.6 | -1.12 | 1.19 | 1.67 | -0.397 | -1.19 | -0.242 | 4.11 | 15.42 | 602 | -- | -- |
126.95 | 0.525 | 10.6 | -0.907 | 1.21 | 1.64 | -0.276 | -- | -0.185 | 4.05 | 15.19 | 584 | -- | -- |
126.13 | 0.523 | 10.6 | -1.09 | 1.23 | 1.66 | -- | -1.09 | -0.242 | 3.99 | 15.73 | 557 | -- | -- |
127.14 | 0.525 | 10.6 | -0.901 | 1.22 | 1.66 | -- | -- | -0.182 | 4.01 | 15.16 | 572 | -- | -- |
167.02 | 0.602 | 10.6 | -1.17 | -- | 1.71 | -- | -0.917 | -0.266 | -- | 10.42 | 1139 | -- | -- |
161.32 | 0.595 | 10.5 | -0.5 | 0.984 | -- | -0.0751 | -- | 0.075 | 2.69 | -- | -- | -- | -- |
161.34 | 0.595 | 10.5 | -0.498 | 0.983 | -- | -- | -- | 0.0755 | 2.68 | -- | -- | -- | -- |
168.73 | 0.605 | 10.6 | -0.976 | -- | 1.71 | -- | -- | -0.214 | -- | 14.8 | 1121 | -- | -- |
145.91 | 0.563 | 10.5 | -- | 1.21 | 1.24 | -- | -- | -0.0352 | 3.64 | 16.16 | 510 | -- | -- |
217.7 | 0.689 | 10.5 | -0.456 | -- | -- | -- | -- | 0.1 | -- | -- | -- | -- | -- |
167.87 | 0.606 | 10.5 | -- | 0.973 | -- | -- | -- | 0.131 | 2.67 | -- | -- | -- | -- |
189.95 | 0.642 | 10.5 | -- | -- | 1.2 | -- | -- | -0.0365 | -- | 16.6 | 1110 | -- | -- |
223.18 | 0.697 | 10.5 | -- | -- | -- | -- | -- | 0.151 | -- | -- | -- | -- | -- |
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 | 115.78 | temperature | 10 | 720 | > th | dose dependent | rect. | 21 | 15 |
15 | 117.92 | temperature | 10 | 720 | > th | dose dependent | sin | 7 | NA |
23 | 118.41 | temperature | 10 | 720 | > th | dose dependent | rect. | 17 | 18 |
28 | 118.74 | temperature | 15 | 270 | > th | dose dependent | rect. | 4 | 16 |
51 | 119.48 | humidity | 90 | 14400 | > th | dose dependent | rect. | 21 | 3 |
55 | 119.64 | humidity | 90 | 14400 | > th | dose dependent | rect. | 22 | 1 |
100 | 120.72 | temperature | 15 | 270 | > th | dose dependent | rect. | 1 | 20 |
103 | 120.76 | temperature | 10 | 270 | > th | dose dependent | rect. | 24 | 22 |
111 | 120.92 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 12 |
125 | 121.24 | temperature | 15 | 270 | > th | dose dependent | rect. | 13 | 22 |
155 | 121.85 | temperature | 10 | 720 | > th | dose dependent | rect. | 23 | 19 |
209 | 122.60 | temperature | 30 | 720 | < th | dose dependent | rect. | 4 | 5 |
246 | 123.06 | humidity | 90 | 14400 | > th | dose dependent | sin | 15 | NA |
275 | 123.34 | wind | 9 | 43200 | > th | dose independent | rect. | 18 | 21 |
276 | 123.34 | wind | 9 | 43200 | < th | dose independent | rect. | 18 | 21 |
303 | 123.66 | temperature | 20 | 1440 | > th | dose dependent | rect. | 18 | 4 |
306 | 123.68 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 1 |
322 | 123.73 | wind | 9 | 43200 | < th | dose independent | rect. | 20 | 19 |
379 | 124.12 | wind | 3 | 43200 | < th | dose independent | rect. | 20 | 2 |
382 | 124.17 | wind | 9 | 43200 | < th | dose independent | rect. | 5 | 10 |
385 | 124.18 | wind | 9 | 43200 | < th | dose independent | rect. | 2 | 13 |
395 | 124.22 | humidity | 90 | 14400 | < th | dose independent | rect. | 21 | 2 |
421 | 124.34 | wind | 7 | 43200 | > th | dose dependent | rect. | 6 | 9 |
429 | 124.38 | wind | 3 | 43200 | > th | dose independent | rect. | 20 | 2 |
430 | 124.39 | humidity | 90 | 14400 | < th | dose independent | rect. | 18 | 1 |
443 | 124.44 | wind | 9 | 43200 | > th | dose independent | rect. | 2 | 13 |
452 | 124.48 | wind | 9 | 43200 | > th | dose independent | rect. | 24 | 15 |
454 | 124.49 | wind | 9 | 43200 | > th | dose independent | rect. | 5 | 10 |
455 | 124.49 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 12 |
461 | 124.50 | humidity | 90 | 14400 | > th | dose independent | rect. | 21 | 2 |
494 | 124.62 | radiation | 1 | 14400 | > th | dose independent | rect. | 5 | 1 |
495 | 124.62 | radiation | 1 | 14400 | < th | dose independent | rect. | 23 | 7 |
508 | 124.66 | humidity | 90 | 14400 | < th | dose independent | rect. | 17 | 8 |
528 | 124.72 | wind | 7 | 43200 | > th | dose dependent | rect. | 2 | 13 |
542 | 124.74 | temperature | 20 | 720 | > th | dose independent | rect. | 22 | 13 |
545 | 124.75 | radiation | 1 | 14400 | < th | dose independent | rect. | 5 | 1 |
551 | 124.78 | radiation | 1 | 14400 | < th | dose independent | rect. | 3 | 3 |
597 | 124.99 | humidity | 90 | 14400 | > th | dose independent | rect. | 18 | 6 |
628 | 125.08 | humidity | 90 | 14400 | > th | dose dependent | rect. | 14 | 18 |
635 | 125.11 | temperature | 20 | 720 | > th | dose independent | rect. | 23 | 10 |
648 | 125.15 | temperature | 30 | 720 | < th | dose dependent | sin | 6 | NA |
649 | 125.15 | humidity | 90 | 14400 | > th | dose dependent | rect. | 6 | 22 |
654 | 125.17 | humidity | 90 | 14400 | < th | dose independent | rect. | 18 | 5 |
664 | 125.21 | wind | 7 | 43200 | > th | dose dependent | rect. | 20 | 19 |
668 | 125.22 | temperature | 20 | 4320 | > th | dose dependent | rect. | 7 | 1 |
679 | 125.23 | wind | 7 | 43200 | > th | dose dependent | sin | 2 | NA |
691 | 125.25 | humidity | 90 | 14400 | > th | dose independent | rect. | 18 | 1 |
694 | 125.26 | humidity | 90 | 14400 | > th | dose dependent | rect. | 4 | 22 |
724 | 125.30 | temperature | 15 | 720 | > th | dose dependent | rect. | 6 | 5 |
762 | 125.36 | wind | 7 | 43200 | > th | dose dependent | rect. | 18 | 21 |
815 | 125.47 | humidity | 90 | 14400 | > th | dose dependent | rect. | 17 | 23 |
858 | 125.54 | humidity | 90 | 14400 | > th | dose dependent | no | NA | NA |
866 | 125.56 | wind | 9 | 43200 | > th | dose independent | rect. | 13 | 23 |
872 | 125.57 | temperature | 30 | 1440 | < th | dose dependent | rect. | 3 | 1 |
892 | 125.62 | wind | 9 | 43200 | > th | dose independent | rect. | 23 | 22 |
903 | 125.64 | temperature | 15 | 1440 | > th | dose dependent | rect. | 3 | 1 |
911 | 125.65 | humidity | 90 | 14400 | > th | dose dependent | rect. | 20 | 23 |
941 | 125.73 | wind | 7 | 43200 | > th | dose dependent | rect. | 5 | 16 |
947 | 125.75 | wind | 9 | 43200 | < th | dose independent | rect. | 13 | 22 |
970 | 125.78 | wind | 9 | 43200 | > th | dose dependent | rect. | 13 | 19 |
979 | 125.81 | wind | 9 | 43200 | < th | dose independent | sin | 3 | NA |
988 | 125.83 | wind | 9 | 43200 | > th | dose independent | rect. | 2 | 19 |
998 | 125.85 | humidity | 90 | 14400 | > th | dose independent | rect. | 17 | 10 |