Os10g0550300
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Protein of unknown function DUF315 domain containing protein.
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Os10g0550300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Protein of unknown function DUF315 domain containing 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 = humidity,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 62.25 | 0.371 | 3.03 | -0.143 | 0.0758 | 1.08 | -0.108 | -4.13 | -0.0458 | 0.837 | 94.87 | 119 | -- | -- |
| 67.78 | 0.383 | 3.03 | -0.158 | 0.0991 | 1.42 | -0.218 | -- | -0.0525 | 1.19 | 95 | 118 | -- | -- |
| 62.1 | 0.367 | 3.03 | -0.125 | 0.0813 | 1.19 | -- | -4.14 | -0.0499 | 0.878 | 94.95 | 110 | -- | -- |
| 67.99 | 0.384 | 3.03 | -0.149 | 0.0971 | 1.41 | -- | -- | -0.0647 | 0.941 | 95.11 | 118 | -- | -- |
| 62.51 | 0.368 | 3.03 | -0.13 | -- | 1.19 | -- | -4.16 | -0.0484 | -- | 94.93 | 110 | -- | -- |
| 74.23 | 0.404 | 3.04 | -0.169 | 0.135 | -- | -0.541 | -- | -0.0875 | 3.77 | -- | -- | -- | -- |
| 75.03 | 0.406 | 3.03 | -0.161 | 0.133 | -- | -- | -- | -0.0843 | 2.74 | -- | -- | -- | -- |
| 68.57 | 0.386 | 3.03 | -0.145 | -- | 1.43 | -- | -- | -0.0593 | -- | 94.99 | 118 | -- | -- |
| 68.55 | 0.386 | 3.03 | -- | 0.0956 | 1.42 | -- | -- | -0.0472 | 1.17 | 95.14 | 118 | -- | -- |
| 76.06 | 0.408 | 3.03 | -0.155 | -- | -- | -- | -- | -0.0809 | -- | -- | -- | -- | -- |
| 75.71 | 0.407 | 3.03 | -- | 0.13 | -- | -- | -- | -0.0664 | 2.73 | -- | -- | -- | -- |
| 69.12 | 0.387 | 3.03 | -- | -- | 1.44 | -- | -- | -0.0454 | -- | 95.04 | 118 | -- | -- |
| 76.7 | 0.409 | 3.03 | -- | -- | -- | -- | -- | -0.0637 | -- | -- | -- | -- | -- |
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 | 59.96 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 2 | 1 |
| 2 | 59.96 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 2 | 1 |
| 3 | 61.95 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 3 | 1 |
| 7 | 61.95 | precipitation | 0.1 | 10 | > th | dose dependent | rect. | 3 | 1 |
| 11 | 62.06 | humidity | 80.0 | 90 | < th | dose dependent | rect. | 21 | 1 |
| 14 | 62.15 | wind | 1.0 | 10 | < th | dose dependent | rect. | 3 | 1 |
| 15 | 62.15 | humidity | 80.0 | 90 | < th | dose dependent | rect. | 20 | 8 |
| 20 | 62.19 | humidity | 80.0 | 90 | < th | dose dependent | rect. | 20 | 5 |
| 24 | 62.36 | humidity | 80.0 | 10 | < th | dose dependent | rect. | 22 | 1 |
| 35 | 62.56 | wind | 1.0 | 30 | < th | dose independent | rect. | 4 | 1 |
| 41 | 62.90 | humidity | 80.0 | 10 | < th | dose dependent | rect. | 21 | 7 |
| 95 | 65.82 | wind | 7.0 | 30 | > th | dose dependent | rect. | 21 | 13 |
| 98 | 65.92 | temperature | 20.0 | 10 | < th | dose independent | rect. | 22 | 1 |
| 103 | 66.18 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
| 104 | 66.18 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
| 105 | 66.21 | wind | 1.0 | 270 | < th | dose dependent | rect. | 24 | 1 |
| 117 | 66.90 | wind | 7.0 | 90 | > th | dose independent | rect. | 21 | 1 |
| 119 | 66.94 | wind | 7.0 | 90 | > th | dose dependent | rect. | 21 | 1 |
| 121 | 66.95 | wind | 7.0 | 30 | > th | dose independent | rect. | 20 | 7 |
| 171 | 66.97 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 21 | 1 |
| 173 | 66.97 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 21 | 1 |
| 176 | 66.99 | humidity | 80.0 | 10 | < th | dose independent | rect. | 21 | 1 |
| 198 | 67.17 | wind | 7.0 | 30 | > th | dose dependent | rect. | 18 | 9 |
| 225 | 67.26 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 21 | 1 |
| 238 | 67.26 | precipitation | 0.1 | 10 | > th | dose dependent | rect. | 21 | 1 |
| 249 | 67.27 | humidity | 80.0 | 90 | < th | dose independent | rect. | 20 | 11 |
| 252 | 67.29 | precipitation | 0.1 | 30 | > th | dose independent | rect. | 21 | 5 |
| 256 | 67.29 | precipitation | 0.1 | 30 | > th | dose dependent | rect. | 21 | 5 |
| 267 | 67.34 | humidity | 80.0 | 10 | < th | dose independent | rect. | 21 | 7 |
| 373 | 67.66 | humidity | 80.0 | 90 | < th | dose independent | rect. | 20 | 8 |
| 390 | 67.75 | atmosphere | 1005.0 | 270 | < th | dose dependent | rect. | 1 | 2 |
| 424 | 67.95 | wind | 7.0 | 30 | > th | dose independent | rect. | 18 | 4 |
| 458 | 68.10 | atmosphere | 1005.0 | 10 | < th | dose dependent | rect. | 2 | 4 |
| 472 | 68.17 | atmosphere | 1005.0 | 270 | < th | dose dependent | rect. | 24 | 4 |
| 496 | 68.56 | humidity | 80.0 | 270 | < th | dose dependent | rect. | 18 | 4 |
| 507 | 68.64 | wind | 7.0 | 30 | > th | dose dependent | sin | 11 | NA |
| 518 | 68.74 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 22 | 2 |
| 531 | 68.80 | humidity | 90.0 | 1440 | > th | dose dependent | rect. | 22 | 2 |
| 554 | 68.89 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 21 | 1 |
| 593 | 69.10 | precipitation | 0.1 | 30 | > th | dose independent | rect. | 7 | 16 |
| 625 | 69.19 | precipitation | 0.1 | 30 | > th | dose independent | rect. | 5 | 21 |
| 627 | 69.20 | precipitation | 0.1 | 30 | > th | dose independent | rect. | 7 | 19 |
| 642 | 69.21 | precipitation | 0.1 | 30 | > th | dose dependent | rect. | 7 | 16 |
| 645 | 69.23 | precipitation | 0.1 | 30 | > th | dose dependent | rect. | 13 | 10 |
| 681 | 69.27 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 23 | 5 |
| 689 | 69.29 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 24 | 4 |
| 691 | 69.30 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 24 | 4 |
| 730 | 69.35 | wind | 1.0 | 270 | < th | dose independent | rect. | 24 | 1 |
| 731 | 69.35 | precipitation | 0.1 | 30 | > th | dose dependent | rect. | 7 | 19 |
| 742 | 69.37 | precipitation | 0.1 | 30 | > th | dose dependent | rect. | 13 | 13 |
| 821 | 69.46 | humidity | 80.0 | 270 | < th | dose dependent | rect. | 18 | 1 |
| 946 | 69.70 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 13 | 3 |
| 977 | 69.75 | wind | 1.0 | 1440 | > th | dose independent | rect. | 23 | 1 |