Os08g0515100
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Sulfotransferase family protein.
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Os08g0515100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Sulfotransferase 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 = radiation,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 251.54 | 0.745 | 3.06 | 0.193 | 0.0525 | -0.868 | -0.362 | -0.747 | -0.0638 | 4.38 | 1 | 1442 | -- | -- |
| 251.89 | 0.739 | 3.05 | 0.28 | 0.0303 | -0.811 | -0.333 | -- | -0.0636 | 4.38 | 1.01 | 1469 | -- | -- |
| 251.72 | 0.739 | 3.06 | 0.225 | 0.0353 | -0.897 | -- | -0.587 | -0.06 | 7.17 | 1.001 | 1464 | -- | -- |
| 252.07 | 0.739 | 3.05 | 0.274 | 0.0664 | -0.858 | -- | -- | -0.0596 | 8.86 | 1.007 | 1477 | -- | -- |
| 251.8 | 0.739 | 3.06 | 0.22 | -- | -0.897 | -- | -0.638 | -0.0637 | -- | 1.001 | 1469 | -- | -- |
| 260.02 | 0.756 | 3.07 | 0.132 | 0.0452 | -- | -0.419 | -- | -0.144 | 4.05 | -- | -- | -- | -- |
| 260.5 | 0.756 | 3.07 | 0.137 | 0.0454 | -- | -- | -- | -0.142 | 2.35 | -- | -- | -- | -- |
| 252.22 | 0.74 | 3.05 | 0.294 | -- | -0.823 | -- | -- | -0.0543 | -- | 1.002 | 1469 | -- | -- |
| 253.97 | 0.742 | 3.06 | -- | 0.0778 | -0.755 | -- | -- | -0.0786 | 8.78 | 1.01 | 1513 | -- | -- |
| 260.62 | 0.754 | 3.07 | 0.139 | -- | -- | -- | -- | -0.14 | -- | -- | -- | -- | -- |
| 260.99 | 0.756 | 3.07 | -- | 0.048 | -- | -- | -- | -0.157 | 2.4 | -- | -- | -- | -- |
| 254.32 | 0.743 | 3.05 | -- | -- | -0.757 | -- | -- | -0.0661 | -- | 0.7754 | 1502 | -- | -- |
| 261.13 | 0.754 | 3.07 | -- | -- | -- | -- | -- | -0.156 | -- | -- | -- | -- | -- |
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 | 243.18 | wind | 7.0 | 4320 | < th | dose dependent | rect. | 21 | 1 |
| 2 | 243.46 | wind | 1.0 | 4320 | > th | dose dependent | rect. | 21 | 1 |
| 5 | 244.48 | wind | 9.0 | 1440 | > th | dose independent | rect. | 22 | 4 |
| 13 | 244.48 | wind | 9.0 | 1440 | > th | dose dependent | rect. | 22 | 4 |
| 21 | 244.65 | wind | 9.0 | 1440 | > th | dose independent | rect. | 22 | 1 |
| 25 | 244.65 | wind | 9.0 | 1440 | > th | dose dependent | rect. | 22 | 1 |
| 29 | 244.86 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
| 30 | 244.86 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
| 31 | 244.86 | wind | 7.0 | 90 | > th | dose dependent | rect. | 22 | 3 |
| 32 | 244.99 | wind | 9.0 | 90 | > th | dose dependent | rect. | 22 | 12 |
| 33 | 245.23 | wind | 7.0 | 90 | > th | dose independent | rect. | 22 | 3 |
| 34 | 245.32 | wind | 7.0 | 90 | > th | dose independent | rect. | 22 | 1 |
| 36 | 245.32 | wind | 7.0 | 90 | > th | dose dependent | rect. | 22 | 1 |
| 47 | 245.58 | wind | 9.0 | 90 | > th | dose independent | rect. | 22 | 12 |
| 107 | 245.83 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 9 | 7 |
| 108 | 245.84 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 11 | 5 |
| 121 | 245.94 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 9 | 7 |
| 126 | 246.12 | wind | 3.0 | 4320 | > th | dose independent | rect. | 21 | 1 |
| 139 | 246.80 | wind | 3.0 | 4320 | < th | dose independent | rect. | 21 | 1 |
| 140 | 246.80 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 15 | 1 |
| 142 | 246.92 | wind | 9.0 | 4320 | < th | dose independent | rect. | 18 | 1 |
| 146 | 247.11 | humidity | 70.0 | 10 | < th | dose dependent | rect. | 16 | 16 |
| 148 | 247.22 | humidity | 80.0 | 90 | < th | dose independent | rect. | 3 | 4 |
| 150 | 247.30 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 24 | 8 |
| 151 | 247.33 | radiation | 30.0 | 10 | > th | dose dependent | rect. | 15 | 17 |
| 152 | 247.41 | humidity | 80.0 | 90 | < th | dose dependent | rect. | 3 | 4 |
| 157 | 247.60 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 13 | 4 |
| 159 | 247.63 | radiation | 20.0 | 90 | > th | dose independent | rect. | 6 | 1 |
| 173 | 247.63 | radiation | 20.0 | 90 | > th | dose dependent | rect. | 6 | 1 |
| 187 | 247.71 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 21 | 2 |
| 192 | 247.75 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 13 | 3 |
| 199 | 247.85 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 15 | 1 |
| 222 | 248.10 | wind | 9.0 | 4320 | > th | dose independent | rect. | 18 | 1 |
| 226 | 248.15 | radiation | 30.0 | 10 | > th | dose independent | rect. | 15 | 17 |
| 274 | 248.65 | wind | 3.0 | 4320 | > th | dose dependent | rect. | 18 | 7 |
| 284 | 248.71 | wind | 5.0 | 720 | > th | dose dependent | rect. | 22 | 5 |
| 294 | 248.82 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 18 | 1 |
| 300 | 248.88 | humidity | 80.0 | 90 | < th | dose dependent | rect. | 22 | 9 |
| 306 | 248.91 | wind | 7.0 | 4320 | < th | dose independent | rect. | 17 | 4 |
| 322 | 248.96 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 7 | 1 |
| 323 | 248.96 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 21 | 2 |
| 333 | 249.02 | humidity | 80.0 | 90 | < th | dose dependent | rect. | 20 | 12 |
| 344 | 249.10 | wind | 7.0 | 4320 | > th | dose independent | rect. | 17 | 4 |
| 359 | 249.17 | humidity | 70.0 | 90 | < th | dose independent | rect. | 18 | 14 |
| 360 | 249.17 | humidity | 70.0 | 10 | < th | dose independent | rect. | 16 | 17 |
| 364 | 249.20 | humidity | 70.0 | 10 | < th | dose independent | rect. | 18 | 14 |
| 496 | 249.41 | radiation | 30.0 | 10 | > th | dose dependent | rect. | 7 | 1 |
| 528 | 249.42 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 12 | 1 |
| 533 | 249.42 | wind | 5.0 | 4320 | < th | dose independent | rect. | 19 | 6 |
| 586 | 249.44 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 14 | 1 |
| 591 | 249.45 | radiation | 1.0 | 1440 | > th | dose independent | sin | 21 | NA |
| 597 | 249.48 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
| 599 | 249.48 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 20 | 1 |
| 601 | 249.48 | radiation | 20.0 | 14400 | > th | dose independent | rect. | 17 | 1 |
| 602 | 249.48 | wind | 9.0 | 14400 | > th | dose independent | rect. | 11 | 2 |
| 653 | 249.48 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
| 655 | 249.48 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 20 | 1 |
| 657 | 249.48 | radiation | 20.0 | 14400 | > th | dose dependent | rect. | 17 | 1 |
| 733 | 249.54 | humidity | 70.0 | 10 | < th | dose independent | rect. | 7 | 1 |
| 811 | 249.54 | humidity | 70.0 | 10 | < th | dose dependent | rect. | 7 | 1 |
| 872 | 249.55 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 9 | 1 |
| 874 | 249.56 | wind | 9.0 | 14400 | < th | dose independent | rect. | 11 | 2 |
| 902 | 249.62 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 9 | 1 |
| 913 | 249.65 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 14 | 1 |
| 951 | 249.72 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 24 | 1 |
| 953 | 249.72 | temperature | 15.0 | 14400 | > th | dose independent | rect. | 21 | 4 |
| 955 | 249.72 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 24 | 1 |
| 958 | 249.73 | wind | 7.0 | 720 | > th | dose independent | rect. | 20 | 13 |
| 968 | 249.76 | wind | 5.0 | 4320 | > th | dose independent | rect. | 19 | 6 |
| 990 | 249.79 | temperature | 15.0 | 14400 | > th | dose independent | rect. | 6 | 7 |
| 996 | 249.81 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 11 | 2 |
| 998 | 249.83 | wind | 7.0 | 720 | > th | dose independent | rect. | 20 | 9 |