Os10g0368100
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Glutathione S-transferase GSTU35 (Fragment).
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Os10g0368100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Glutathione S-transferase GSTU35 (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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169.96 | 0.613 | 8.98 | -0.264 | 0.248 | 1.08 | 1.15 | 5.62 | -0.987 | 0.88 | 6.886 | 6026 | -- | -- |
| 183.29 | 0.631 | 9.17 | -1.34 | 0.218 | 0.847 | 1.02 | -- | -1.25 | 0.288 | 25.4 | 5389 | -- | -- |
| 173.68 | 0.614 | 8.98 | -0.29 | 0.239 | 1.13 | -- | 5.76 | -1 | 22.8 | -4.091 | 6808 | -- | -- |
| 186.64 | 0.636 | 9.17 | -1.44 | 0.244 | 0.813 | -- | -- | -1.21 | 22.4 | 25.8 | 5503 | -- | -- |
| 177.17 | 0.62 | 8.98 | -0.291 | -- | 1.17 | -- | 5.84 | -1.01 | -- | 10.18 | 6749 | -- | -- |
| 205.44 | 0.672 | 9.16 | -1.13 | 0.283 | -- | 1.18 | -- | -1.16 | 0.85 | -- | -- | -- | -- |
| 210.61 | 0.68 | 9.16 | -1.17 | 0.298 | -- | -- | -- | -1.16 | 23.4 | -- | -- | -- | -- |
| 187.99 | 0.639 | 9.23 | -1.53 | -- | 0.869 | -- | -- | -1.47 | -- | 26.9 | 11039 | -- | -- |
| 236.38 | 0.716 | 9.17 | -- | 0.261 | 0.483 | -- | -- | -1.17 | 22.7 | 28.15 | 8306 | -- | -- |
| 216.19 | 0.687 | 9.16 | -1.16 | -- | -- | -- | -- | -1.16 | -- | -- | -- | -- | -- |
| 246.73 | 0.735 | 9.13 | -- | 0.287 | -- | -- | -- | -1.03 | 23.1 | -- | -- | -- | -- |
| 240.05 | 0.722 | 9.16 | -- | -- | 0.512 | -- | -- | -1.18 | -- | 28.1 | 8195 | -- | -- |
| 251.86 | 0.741 | 9.13 | -- | -- | -- | -- | -- | -1.03 | -- | -- | -- | -- | -- |
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 | 160.70 | wind | 9 | 43200 | > th | dose dependent | rect. | 20 | 11 |
| 9 | 162.08 | humidity | 80 | 43200 | < th | dose dependent | rect. | 7 | 1 |
| 10 | 162.60 | wind | 9 | 43200 | > th | dose independent | rect. | 20 | 12 |
| 15 | 163.26 | humidity | 80 | 43200 | < th | dose dependent | rect. | 5 | 3 |
| 19 | 163.49 | wind | 9 | 43200 | < th | dose independent | rect. | 20 | 10 |
| 20 | 163.51 | wind | 9 | 43200 | < th | dose independent | rect. | 20 | 12 |
| 35 | 165.02 | wind | 9 | 43200 | > th | dose dependent | rect. | 19 | 6 |
| 48 | 165.98 | wind | 7 | 43200 | > th | dose independent | rect. | 6 | 1 |
| 49 | 165.98 | wind | 9 | 43200 | > th | dose independent | rect. | 19 | 6 |
| 59 | 166.56 | wind | 9 | 43200 | < th | dose independent | rect. | 19 | 6 |
| 60 | 166.58 | wind | 9 | 43200 | < th | dose independent | rect. | 20 | 4 |
| 70 | 167.15 | wind | 5 | 43200 | > th | dose dependent | rect. | 6 | 1 |
| 72 | 167.43 | wind | 7 | 14400 | > th | dose independent | rect. | 8 | 1 |
| 74 | 167.55 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 12 | 1 |
| 75 | 167.69 | temperature | 20 | 14400 | < th | dose independent | rect. | 23 | 2 |
| 81 | 168.09 | temperature | 30 | 4320 | < th | dose dependent | rect. | 18 | 1 |
| 82 | 168.11 | temperature | 30 | 4320 | < th | dose dependent | rect. | 17 | 7 |
| 83 | 168.13 | temperature | 20 | 14400 | > th | dose independent | rect. | 23 | 1 |
| 86 | 168.15 | temperature | 10 | 4320 | > th | dose dependent | rect. | 17 | 7 |
| 91 | 168.18 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 14 | 1 |
| 94 | 168.19 | wind | 9 | 43200 | > th | dose dependent | rect. | 17 | 15 |
| 95 | 168.20 | wind | 7 | 43200 | < th | dose independent | rect. | 6 | 1 |
| 101 | 168.24 | temperature | 10 | 4320 | > th | dose dependent | rect. | 18 | 1 |
| 122 | 168.45 | temperature | 20 | 43200 | < th | dose independent | rect. | 21 | 1 |
| 129 | 168.54 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 12 | 4 |
| 135 | 168.58 | wind | 9 | 43200 | < th | dose independent | rect. | 19 | 2 |
| 146 | 168.63 | temperature | 30 | 4320 | < th | dose dependent | rect. | 22 | 1 |
| 147 | 168.64 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 7 | 8 |
| 154 | 168.67 | temperature | 10 | 4320 | > th | dose dependent | rect. | 22 | 1 |
| 155 | 168.67 | atmosphere | 1000 | 43200 | < th | dose dependent | rect. | 10 | 1 |
| 158 | 168.68 | temperature | 20 | 43200 | > th | dose independent | rect. | 21 | 1 |
| 174 | 168.77 | wind | 9 | 43200 | > th | dose independent | rect. | 19 | 2 |
| 175 | 168.78 | temperature | 10 | 4320 | > th | dose dependent | sin | 15 | NA |
| 186 | 168.82 | temperature | 30 | 4320 | < th | dose dependent | sin | 15 | NA |
| 198 | 168.87 | wind | 7 | 14400 | < th | dose independent | rect. | 8 | 1 |
| 291 | 169.22 | wind | 5 | 43200 | < th | dose independent | rect. | 20 | 2 |
| 325 | 169.36 | temperature | 20 | 14400 | < th | dose dependent | rect. | 20 | 10 |
| 327 | 169.37 | wind | 5 | 43200 | > th | dose independent | rect. | 20 | 1 |
| 378 | 169.50 | temperature | 20 | 14400 | < th | dose dependent | rect. | 13 | 17 |
| 400 | 169.55 | temperature | 20 | 14400 | < th | dose dependent | rect. | 21 | 6 |
| 406 | 169.57 | wind | 5 | 14400 | > th | dose dependent | rect. | 8 | 1 |
| 414 | 169.59 | temperature | 20 | 14400 | < th | dose dependent | rect. | 1 | 1 |
| 442 | 169.67 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 6 | 9 |
| 451 | 169.69 | temperature | 20 | 14400 | < th | dose independent | rect. | 12 | 19 |
| 505 | 169.81 | temperature | 20 | 14400 | < th | dose dependent | rect. | 4 | 1 |
| 516 | 169.85 | wind | 1 | 43200 | > th | dose dependent | rect. | 8 | 1 |
| 527 | 169.86 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 11 | 11 |
| 552 | 169.91 | temperature | 20 | 14400 | < th | dose dependent | sin | 13 | NA |
| 577 | 169.96 | temperature | 20 | 14400 | < th | dose independent | rect. | 21 | 10 |
| 651 | 170.11 | temperature | 20 | 14400 | > th | dose independent | rect. | 12 | 19 |
| 686 | 170.19 | temperature | 20 | 14400 | < th | dose independent | sin | 11 | NA |
| 701 | 170.21 | humidity | 80 | 14400 | > th | dose independent | rect. | 18 | 1 |
| 785 | 170.33 | temperature | 20 | 14400 | < th | dose independent | rect. | 21 | 20 |
| 792 | 170.35 | wind | 9 | 43200 | < th | dose dependent | rect. | 8 | 1 |
| 842 | 170.43 | temperature | 20 | 43200 | > th | dose independent | rect. | 13 | 10 |
| 899 | 170.50 | temperature | 20 | 14400 | > th | dose independent | rect. | 21 | 10 |
| 905 | 170.50 | temperature | 20 | 14400 | < th | dose dependent | rect. | 20 | 19 |