Os02g0763800
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Xyloglucan fucosyltransferase family protein.
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Os02g0763800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Xyloglucan fucosyltransferase family 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 = wind,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 98.4 | 0.466 | 3.22 | 0.198 | 0.0549 | 1.17 | -0.829 | 4.53 | -0.0913 | 3.06 | 7.197 | 757 | -- | -- |
| 100.69 | 0.471 | 3.18 | 0.106 | 0.102 | 0.231 | -0.824 | -- | -0.0749 | 3.22 | 7.197 | 757 | -- | -- |
| 100.49 | 0.467 | 3.21 | 0.204 | 0.0576 | 1.21 | -- | 4.69 | -0.0788 | 2.79 | 7.389 | 717 | -- | -- |
| 102.29 | 0.471 | 3.17 | 0.141 | 0.0581 | 0.279 | -- | -- | -0.0659 | 2.45 | 6 | 965 | -- | -- |
| 100.66 | 0.467 | 3.21 | 0.214 | -- | 1.28 | -- | 4.97 | -0.0805 | -- | 7.388 | 717 | -- | -- |
| 101.21 | 0.472 | 3.18 | 0.0765 | 0.0787 | -- | -0.748 | -- | -0.0811 | 3.14 | -- | -- | -- | -- |
| 102.78 | 0.475 | 3.18 | 0.092 | 0.0963 | -- | -- | -- | -0.0762 | 0.189 | -- | -- | -- | -- |
| 102.47 | 0.471 | 3.17 | 0.158 | -- | 0.289 | -- | -- | -0.0657 | -- | 5.929 | 980 | -- | -- |
| 102.75 | 0.472 | 3.18 | -- | 0.0687 | 0.175 | -- | -- | -0.09 | 1.78 | 5.939 | 965 | -- | -- |
| 103.36 | 0.475 | 3.18 | 0.0952 | -- | -- | -- | -- | -0.0747 | -- | -- | -- | -- | -- |
| 103 | 0.475 | 3.18 | -- | 0.0976 | -- | -- | -- | -0.0864 | 0.24 | -- | -- | -- | -- |
| 103.05 | 0.473 | 3.18 | -- | -- | 0.213 | -- | -- | -0.0838 | -- | 5.985 | 966 | -- | -- |
| 103.6 | 0.475 | 3.18 | -- | -- | -- | -- | -- | -0.0853 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance
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Histogram 
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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 | 86.13 | wind | 1.0 | 270 | < th | dose dependent | rect. | 14 | 1 |
| 2 | 86.69 | radiation | 40.0 | 270 | > th | dose independent | rect. | 15 | 1 |
| 19 | 86.69 | radiation | 40.0 | 270 | > th | dose dependent | rect. | 15 | 1 |
| 36 | 86.74 | wind | 1.0 | 270 | < th | dose independent | rect. | 14 | 1 |
| 41 | 93.55 | temperature | 25.0 | 10 | > th | dose independent | rect. | 17 | 1 |
| 54 | 95.33 | wind | 1.0 | 720 | < th | dose independent | rect. | 12 | 1 |
| 55 | 95.45 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 17 | 10 |
| 57 | 95.48 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 17 | 2 |
| 59 | 95.49 | wind | 9.0 | 1440 | < th | dose independent | rect. | 13 | 2 |
| 61 | 95.50 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 17 | 1 |
| 67 | 95.54 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 17 | 15 |
| 68 | 95.54 | humidity | 50.0 | 4320 | < th | dose independent | rect. | 17 | 17 |
| 72 | 95.57 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 17 | 6 |
| 79 | 95.58 | humidity | 50.0 | 4320 | < th | dose dependent | rect. | 17 | 17 |
| 93 | 95.63 | humidity | 50.0 | 4320 | < th | dose independent | rect. | 17 | 1 |
| 112 | 95.63 | humidity | 50.0 | 4320 | < th | dose dependent | rect. | 17 | 1 |
| 154 | 95.66 | wind | 1.0 | 720 | > th | dose independent | rect. | 8 | 6 |
| 260 | 95.77 | wind | 9.0 | 720 | > th | dose independent | rect. | 13 | 2 |
| 270 | 95.79 | wind | 9.0 | 720 | > th | dose dependent | rect. | 13 | 2 |
| 310 | 95.89 | humidity | 90.0 | 1440 | > th | dose dependent | rect. | 9 | 1 |
| 349 | 96.02 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 17 | 1 |
| 383 | 96.10 | humidity | 90.0 | 1440 | > th | dose dependent | rect. | 9 | 4 |
| 389 | 96.13 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 9 | 1 |
| 426 | 96.24 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 9 | 1 |
| 478 | 96.38 | humidity | 80.0 | 10 | > th | dose independent | rect. | 17 | 1 |
| 504 | 96.43 | radiation | 40.0 | 720 | < th | dose independent | rect. | 14 | 9 |
| 587 | 96.53 | radiation | 40.0 | 720 | < th | dose independent | rect. | 13 | 12 |
| 608 | 96.54 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 3 | 23 |
| 611 | 96.56 | humidity | 70.0 | 720 | > th | dose independent | rect. | 16 | 9 |
| 640 | 96.62 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 9 | 4 |
| 641 | 96.62 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 24 | 1 |
| 694 | 96.71 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 7 | 6 |
| 697 | 96.71 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 7 | 6 |
| 699 | 96.73 | temperature | 25.0 | 10 | < th | dose independent | rect. | 23 | 4 |
| 701 | 96.73 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 6 | 5 |
| 703 | 96.74 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 7 | 2 |
| 706 | 96.74 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 7 | 2 |
| 707 | 96.74 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 7 | 3 |
| 711 | 96.76 | wind | 7.0 | 720 | > th | dose dependent | rect. | 15 | 1 |
| 726 | 96.79 | radiation | 1.0 | 720 | < th | dose independent | rect. | 7 | 6 |
| 733 | 96.80 | radiation | 1.0 | 720 | < th | dose independent | rect. | 7 | 3 |
| 742 | 96.81 | wind | 7.0 | 720 | > th | dose dependent | rect. | 12 | 8 |
| 763 | 96.84 | temperature | 15.0 | 30 | > th | dose independent | rect. | 3 | 23 |
| 848 | 96.99 | temperature | 20.0 | 10 | < th | dose independent | rect. | 23 | 1 |
| 866 | 97.02 | radiation | 40.0 | 720 | < th | dose independent | rect. | 13 | 19 |
| 867 | 97.02 | humidity | 80.0 | 10 | > th | dose dependent | rect. | 23 | 1 |
| 868 | 97.02 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 22 | 5 |
| 905 | 97.06 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 8 | 2 |
| 907 | 97.06 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 8 | 2 |
| 922 | 97.09 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 11 | 7 |
| 931 | 97.11 | wind | 7.0 | 720 | > th | dose independent | rect. | 15 | 1 |
| 932 | 97.11 | radiation | 40.0 | 720 | < th | dose independent | rect. | 13 | 4 |
| 950 | 97.12 | humidity | 90.0 | 720 | < th | dose independent | rect. | 8 | 5 |
| 951 | 97.12 | wind | 7.0 | 720 | < th | dose independent | rect. | 8 | 22 |
| 952 | 97.12 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 13 | 5 |
| 969 | 97.17 | temperature | 30.0 | 30 | > th | dose independent | sin | 12 | NA |
| 973 | 97.17 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 16 | 2 |
| 995 | 97.18 | wind | 7.0 | 720 | < th | dose independent | rect. | 3 | 17 |