Os10g0525500
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Glutathione S-transferase GSTU31 (Fragment).
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Os10g0525500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Glutathione S-transferase GSTU31 (Fragment).
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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104.79 | 0.481 | 10.1 | 0.972 | 1.27 | -0.81 | -1.27 | 0.183 | 0.635 | 11.4 | 24.1 | 663 | -- | -- |
| 104.87 | 0.477 | 10.1 | 1.04 | 1.27 | -0.799 | -1.23 | -- | 0.655 | 11.4 | 24.2 | 662 | -- | -- |
| 111.18 | 0.491 | 10.1 | 1.09 | 1.28 | -0.773 | -- | -0.287 | 0.691 | 11.5 | 24.15 | 680 | -- | -- |
| 111.38 | 0.492 | 10.1 | 0.995 | 1.28 | -0.798 | -- | -- | 0.653 | 11.5 | 24.2 | 680 | -- | -- |
| 161.94 | 0.596 | 10.1 | 0.827 | -- | -0.8 | -- | 0.29 | 0.592 | -- | 23.6 | 1631 | -- | -- |
| 135.12 | 0.545 | 10 | 1.34 | 1.05 | -- | -1.21 | -- | 0.975 | 11.8 | -- | -- | -- | -- |
| 141.48 | 0.557 | 10 | 1.29 | 1.05 | -- | -- | -- | 0.97 | 11.9 | -- | -- | -- | -- |
| 162.41 | 0.596 | 10.1 | 0.924 | -- | -0.793 | -- | -- | 0.621 | -- | 23.6 | 1630 | -- | -- |
| 137.01 | 0.545 | 10.1 | -- | 1.28 | -0.914 | -- | -- | 0.643 | 11.5 | 24.1 | 688 | -- | -- |
| 211.45 | 0.679 | 10 | 1.26 | -- | -- | -- | -- | 0.956 | -- | -- | -- | -- | -- |
| 185.35 | 0.637 | 10.1 | -- | 1.04 | -- | -- | -- | 0.826 | 11.8 | -- | -- | -- | -- |
| 183.65 | 0.633 | 10.2 | -- | -- | -0.918 | -- | -- | 0.471 | -- | 23.6 | 1630 | -- | -- |
| 253.21 | 0.743 | 10.1 | -- | -- | -- | -- | -- | 0.816 | -- | -- | -- | -- | -- |
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 | 96.21 | humidity | 60 | 43200 | < th | dose independent | rect. | 11 | 1 |
| 2 | 97.74 | humidity | 60 | 43200 | > th | dose independent | rect. | 10 | 2 |
| 4 | 97.99 | wind | 7 | 43200 | > th | dose independent | rect. | 14 | 1 |
| 5 | 98.26 | wind | 7 | 43200 | < th | dose independent | rect. | 13 | 2 |
| 11 | 98.86 | humidity | 60 | 43200 | > th | dose independent | rect. | 1 | 11 |
| 12 | 98.88 | humidity | 60 | 43200 | > th | dose independent | rect. | 3 | 9 |
| 19 | 98.98 | humidity | 70 | 43200 | < th | dose dependent | rect. | 8 | 3 |
| 21 | 99.09 | humidity | 60 | 43200 | < th | dose independent | rect. | 8 | 5 |
| 36 | 99.59 | humidity | 70 | 43200 | < th | dose dependent | rect. | 1 | 10 |
| 42 | 99.64 | wind | 5 | 43200 | > th | dose dependent | rect. | 13 | 2 |
| 74 | 100.91 | humidity | 60 | 43200 | < th | dose independent | sin | 8 | NA |
| 82 | 101.75 | radiation | 40 | 43200 | < th | dose independent | rect. | 15 | 19 |
| 87 | 102.03 | radiation | 20 | 43200 | < th | dose independent | rect. | 17 | 15 |
| 90 | 102.21 | humidity | 80 | 14400 | < th | dose independent | rect. | 21 | 2 |
| 94 | 102.47 | radiation | 20 | 43200 | < th | dose independent | rect. | 24 | 8 |
| 98 | 102.48 | radiation | 20 | 43200 | < th | dose independent | rect. | 6 | 2 |
| 100 | 102.48 | radiation | 20 | 43200 | < th | dose independent | rect. | 3 | 5 |
| 113 | 102.73 | radiation | 10 | 43200 | < th | dose dependent | rect. | 18 | 13 |
| 134 | 103.01 | humidity | 60 | 43200 | > th | dose independent | sin | 8 | NA |
| 140 | 103.09 | radiation | 40 | 43200 | < th | dose independent | rect. | 7 | 3 |
| 141 | 103.09 | radiation | 40 | 43200 | < th | dose independent | rect. | 24 | 10 |
| 150 | 103.10 | radiation | 40 | 43200 | < th | dose independent | rect. | 3 | 7 |
| 158 | 103.16 | radiation | 40 | 43200 | < th | dose independent | sin | 11 | NA |
| 159 | 103.16 | radiation | 30 | 43200 | > th | dose dependent | rect. | 16 | 17 |
| 163 | 103.20 | radiation | 30 | 43200 | > th | dose dependent | rect. | 7 | 2 |
| 190 | 103.29 | radiation | 40 | 43200 | > th | dose dependent | rect. | 14 | 19 |
| 193 | 103.33 | radiation | 10 | 43200 | < th | dose dependent | rect. | 24 | 7 |
| 197 | 103.34 | radiation | 10 | 43200 | < th | dose dependent | rect. | 3 | 4 |
| 200 | 103.35 | humidity | 80 | 14400 | > th | dose independent | rect. | 21 | 3 |
| 218 | 103.54 | radiation | 40 | 43200 | > th | dose dependent | rect. | 14 | 1 |
| 232 | 103.68 | wind | 1 | 43200 | < th | dose dependent | rect. | 7 | 1 |
| 233 | 103.73 | radiation | 10 | 43200 | < th | dose independent | sin | 11 | NA |
| 268 | 103.86 | radiation | 40 | 43200 | < th | dose independent | rect. | 14 | 5 |
| 271 | 103.86 | radiation | 40 | 43200 | < th | dose independent | rect. | 14 | 12 |
| 272 | 103.86 | radiation | 40 | 43200 | < th | dose independent | rect. | 14 | 14 |
| 278 | 103.87 | radiation | 40 | 43200 | < th | dose independent | rect. | 14 | 16 |
| 292 | 103.91 | radiation | 40 | 43200 | < th | dose independent | rect. | 8 | 1 |
| 295 | 103.95 | radiation | 1 | 43200 | > th | dose dependent | rect. | 18 | 13 |
| 316 | 104.03 | radiation | 1 | 43200 | > th | dose dependent | rect. | 5 | 1 |
| 341 | 104.23 | radiation | 40 | 43200 | < th | dose dependent | rect. | 23 | 7 |
| 346 | 104.24 | radiation | 40 | 43200 | < th | dose dependent | rect. | 21 | 9 |
| 435 | 104.39 | radiation | 40 | 43200 | < th | dose dependent | rect. | 5 | 1 |
| 522 | 104.62 | radiation | 20 | 43200 | < th | dose independent | rect. | 15 | 4 |
| 524 | 104.62 | radiation | 20 | 43200 | < th | dose independent | rect. | 15 | 11 |
| 576 | 104.73 | humidity | 70 | 43200 | < th | dose dependent | sin | 8 | NA |
| 615 | 104.83 | wind | 5 | 4320 | < th | dose independent | rect. | 20 | 1 |
| 622 | 104.87 | radiation | 20 | 43200 | > th | dose independent | rect. | 16 | 16 |
| 768 | 105.23 | radiation | 40 | 43200 | > th | dose dependent | rect. | 10 | 1 |
| 772 | 105.24 | radiation | 40 | 43200 | > th | dose dependent | sin | 12 | NA |
| 909 | 105.79 | temperature | 25 | 720 | > th | dose independent | rect. | 13 | 11 |
| 955 | 105.88 | temperature | 25 | 720 | > th | dose independent | rect. | 11 | 13 |