Os01g0824600
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to CBL-interacting protein kinase 2.
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Os01g0824600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to CBL-interacting protein kinase 2.
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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167.5 | 0.608 | 8.55 | 0.279 | 2.29 | 1.61 | 0.705 | 0.333 | 0.146 | 9.2 | 87.1 | 1146 | -- | -- |
| 167.62 | 0.603 | 8.55 | 0.242 | 2.29 | 1.63 | 0.653 | -- | 0.144 | 9.2 | 86.53 | 1145 | -- | -- |
| 169.1 | 0.606 | 8.55 | 0.27 | 2.28 | 1.61 | -- | -0.0162 | 0.144 | 9.21 | 86.65 | 1148 | -- | -- |
| 169.1 | 0.606 | 8.55 | 0.271 | 2.28 | 1.61 | -- | -- | 0.144 | 9.21 | 86.69 | 1148 | -- | -- |
| 404.97 | 0.937 | 8.6 | 0.358 | -- | 1.35 | -- | 0.277 | 0.171 | -- | 87.87 | 1449 | -- | -- |
| 219.22 | 0.694 | 8.56 | 0.438 | 2.03 | -- | 0.51 | -- | 0.134 | 8.67 | -- | -- | -- | -- |
| 220.08 | 0.695 | 8.56 | 0.455 | 2.03 | -- | -- | -- | 0.134 | 8.68 | -- | -- | -- | -- |
| 404.8 | 0.937 | 8.61 | 0.31 | -- | 1.39 | -- | -- | 0.155 | -- | 87.66 | 1450 | -- | -- |
| 170.89 | 0.609 | 8.55 | -- | 2.26 | 1.62 | -- | -- | 0.125 | 9.19 | 85.7 | 1159 | -- | -- |
| 452.93 | 0.994 | 8.61 | 0.459 | -- | -- | -- | -- | 0.151 | -- | -- | -- | -- | -- |
| 225.52 | 0.702 | 8.57 | -- | 2.03 | -- | -- | -- | 0.0831 | 8.66 | -- | -- | -- | -- |
| 407.04 | 0.94 | 8.61 | -- | -- | 1.42 | -- | -- | 0.138 | -- | 86 | 1448 | -- | -- |
| 458.49 | 0.999 | 8.62 | -- | -- | -- | -- | -- | 0.0999 | -- | -- | -- | -- | -- |
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 | 153.59 | humidity | 80 | 1440 | < th | dose independent | rect. | 6 | 8 |
| 8 | 157.00 | humidity | 80 | 1440 | > th | dose independent | rect. | 6 | 8 |
| 33 | 160.18 | humidity | 80 | 1440 | < th | dose independent | sin | 3 | NA |
| 60 | 162.29 | humidity | 80 | 1440 | > th | dose independent | sin | 3 | NA |
| 115 | 165.63 | humidity | 50 | 720 | > th | dose dependent | rect. | 16 | 8 |
| 142 | 167.64 | humidity | 90 | 720 | < th | dose dependent | rect. | 17 | 5 |
| 146 | 167.76 | temperature | 25 | 720 | > th | dose dependent | rect. | 20 | 1 |
| 154 | 167.99 | radiation | 1 | 720 | > th | dose independent | rect. | 9 | 21 |
| 158 | 168.27 | radiation | 1 | 720 | > th | dose independent | rect. | 17 | 13 |
| 173 | 168.84 | humidity | 80 | 720 | > th | dose dependent | rect. | 9 | 14 |
| 186 | 169.12 | temperature | 25 | 720 | > th | dose dependent | rect. | 17 | 7 |
| 188 | 169.12 | humidity | 90 | 1440 | < th | dose dependent | rect. | 5 | 9 |
| 191 | 169.19 | temperature | 25 | 720 | > th | dose dependent | rect. | 18 | 4 |
| 192 | 169.20 | humidity | 80 | 1440 | < th | dose dependent | sin | 6 | NA |
| 197 | 169.22 | humidity | 90 | 1440 | < th | dose dependent | rect. | 3 | 12 |
| 210 | 169.36 | humidity | 70 | 720 | > th | dose dependent | rect. | 8 | 16 |
| 212 | 169.38 | temperature | 25 | 720 | > th | dose dependent | sin | 13 | NA |
| 219 | 169.49 | humidity | 90 | 1440 | < th | dose dependent | sin | 3 | NA |
| 222 | 169.51 | humidity | 80 | 1440 | > th | dose independent | rect. | 7 | 1 |
| 226 | 169.55 | humidity | 60 | 1440 | > th | dose dependent | rect. | 9 | 5 |
| 237 | 169.69 | humidity | 60 | 1440 | > th | dose dependent | rect. | 7 | 7 |
| 242 | 169.71 | humidity | 60 | 1440 | > th | dose dependent | rect. | 6 | 9 |
| 264 | 170.02 | humidity | 60 | 1440 | > th | dose dependent | rect. | 11 | 1 |
| 290 | 170.20 | humidity | 70 | 720 | > th | dose dependent | sin | 18 | NA |
| 340 | 170.56 | humidity | 50 | 1440 | > th | dose dependent | sin | 2 | NA |
| 387 | 170.88 | humidity | 80 | 1440 | < th | dose dependent | rect. | 20 | 18 |
| 406 | 171.02 | temperature | 25 | 720 | > th | dose dependent | rect. | 17 | 14 |
| 485 | 171.36 | humidity | 90 | 720 | > th | dose dependent | rect. | 20 | 1 |
| 533 | 171.64 | humidity | 70 | 1440 | > th | dose independent | rect. | 18 | 20 |
| 536 | 171.65 | humidity | 90 | 720 | < th | dose dependent | sin | 15 | NA |
| 545 | 171.69 | humidity | 80 | 720 | < th | dose independent | rect. | 11 | 10 |
| 552 | 171.77 | humidity | 80 | 1440 | < th | dose independent | rect. | 11 | 3 |
| 587 | 171.93 | humidity | 80 | 720 | < th | dose independent | rect. | 15 | 6 |
| 635 | 172.11 | humidity | 90 | 720 | < th | dose independent | rect. | 17 | 6 |
| 689 | 172.31 | humidity | 90 | 720 | < th | dose dependent | rect. | 16 | 16 |
| 706 | 172.37 | humidity | 70 | 1440 | > th | dose independent | rect. | 18 | 18 |
| 738 | 172.49 | humidity | 80 | 1440 | > th | dose independent | rect. | 11 | 3 |
| 749 | 172.53 | humidity | 80 | 1440 | < th | dose dependent | rect. | 7 | 3 |
| 887 | 172.96 | humidity | 70 | 1440 | < th | dose independent | rect. | 18 | 18 |
| 902 | 173.02 | humidity | 80 | 1440 | < th | dose dependent | rect. | 16 | 22 |