Os03g0429000
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Proteinase inhibitor I25, cystatin domain containing protein.
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Os03g0429000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Proteinase inhibitor I25, cystatin 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 = 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 159 | 0.592 | 12.2 | 0.606 | 1.08 | -1.36 | 0.0601 | 2.42 | 0.347 | 22.4 | 25.1 | 919 | -- | -- |
| 160.67 | 0.59 | 12.3 | 0.138 | 1.06 | -1.15 | 0.339 | -- | 0.257 | 22.4 | 25.25 | 920 | -- | -- |
| 158.99 | 0.587 | 12.2 | 0.616 | 1.08 | -1.35 | -- | 2.44 | 0.346 | 22.5 | 25.1 | 938 | -- | -- |
| 160.89 | 0.591 | 12.3 | 0.143 | 1.06 | -1.13 | -- | -- | 0.229 | 22.4 | 25.2 | 918 | -- | -- |
| 197.27 | 0.658 | 12.3 | 0.0611 | -- | -1.11 | -- | 0.442 | 0.231 | -- | 25.1 | 938 | -- | -- |
| 191.44 | 0.649 | 12.3 | -0.148 | 0.742 | -- | -0.0137 | -- | 0.141 | 22.8 | -- | -- | -- | -- |
| 191.44 | 0.648 | 12.3 | -0.147 | 0.742 | -- | -- | -- | 0.141 | 22.8 | -- | -- | -- | -- |
| 197.36 | 0.657 | 12.3 | 0.0117 | -- | -1.08 | -- | -- | 0.217 | -- | 25.1 | 938 | -- | -- |
| 161.27 | 0.591 | 12.3 | -- | 1.03 | -1.08 | -- | -- | 0.202 | 22.5 | 25.3 | 923 | -- | -- |
| 225.51 | 0.702 | 12.3 | -0.132 | -- | -- | -- | -- | 0.145 | -- | -- | -- | -- | -- |
| 192.01 | 0.648 | 12.3 | -- | 0.741 | -- | -- | -- | 0.157 | 22.8 | -- | -- | -- | -- |
| 197.36 | 0.656 | 12.3 | -- | -- | -1.07 | -- | -- | 0.216 | -- | 25.1 | 938 | -- | -- |
| 225.97 | 0.702 | 12.3 | -- | -- | -- | -- | -- | 0.16 | -- | -- | -- | -- | -- |
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 | 154.52 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 14 | 1 |
| 2 | 155.32 | wind | 7.0 | 43200 | < th | dose independent | rect. | 13 | 2 |
| 3 | 155.48 | wind | 7.0 | 43200 | > th | dose independent | rect. | 13 | 2 |
| 6 | 155.95 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 17 | 19 |
| 9 | 156.45 | radiation | 20.0 | 43200 | < th | dose independent | rect. | 17 | 15 |
| 10 | 156.79 | radiation | 20.0 | 43200 | < th | dose independent | rect. | 1 | 7 |
| 12 | 156.80 | radiation | 20.0 | 43200 | < th | dose independent | rect. | 3 | 5 |
| 25 | 157.10 | radiation | 40.0 | 43200 | > th | dose dependent | rect. | 10 | 1 |
| 26 | 157.19 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 15 | 19 |
| 29 | 157.29 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 17 | 12 |
| 39 | 157.66 | radiation | 40.0 | 43200 | > th | dose dependent | rect. | 15 | 20 |
| 41 | 157.68 | radiation | 40.0 | 43200 | > th | dose dependent | rect. | 7 | 4 |
| 60 | 157.75 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 17 | 8 |
| 64 | 157.80 | radiation | 10.0 | 43200 | > th | dose dependent | rect. | 17 | 14 |
| 68 | 158.08 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 13 | 8 |
| 71 | 158.12 | wind | 9.0 | 14400 | > th | dose independent | rect. | 17 | 18 |
| 74 | 158.18 | radiation | 40.0 | 43200 | < th | dose independent | sin | 11 | NA |
| 75 | 158.18 | wind | 7.0 | 43200 | > th | dose independent | rect. | 13 | 5 |
| 80 | 158.29 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 24 | 10 |
| 81 | 158.30 | wind | 7.0 | 43200 | < th | dose independent | rect. | 13 | 5 |
| 82 | 158.30 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 3 | 7 |
| 86 | 158.30 | wind | 9.0 | 14400 | > th | dose dependent | sin | 11 | NA |
| 91 | 158.32 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 7 | 3 |
| 95 | 158.33 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 19 | 15 |
| 104 | 158.40 | radiation | 20.0 | 43200 | > th | dose dependent | rect. | 16 | 16 |
| 121 | 158.49 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 13 | 22 |
| 126 | 158.58 | radiation | 10.0 | 43200 | > th | dose dependent | rect. | 5 | 2 |
| 146 | 158.72 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 14 | 21 |
| 169 | 158.80 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 17 | 1 |
| 203 | 159.15 | wind | 9.0 | 14400 | < th | dose independent | rect. | 17 | 18 |
| 221 | 159.21 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 14 | 15 |
| 244 | 159.32 | wind | 7.0 | 43200 | < th | dose independent | rect. | 12 | 9 |
| 245 | 159.32 | wind | 9.0 | 14400 | > th | dose independent | rect. | 17 | 12 |
| 286 | 159.52 | wind | 7.0 | 4320 | > th | dose independent | rect. | 17 | 1 |
| 289 | 159.54 | wind | 9.0 | 14400 | > th | dose independent | rect. | 20 | 8 |
| 293 | 159.57 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 20 | 8 |
| 295 | 159.59 | radiation | 40.0 | 43200 | > th | dose dependent | sin | 11 | NA |
| 299 | 159.61 | wind | 9.0 | 14400 | > th | dose independent | rect. | 19 | 2 |
| 314 | 159.69 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 9 | 9 |
| 317 | 159.72 | wind | 9.0 | 14400 | > th | dose independent | rect. | 17 | 8 |
| 321 | 159.73 | wind | 9.0 | 14400 | > th | dose independent | rect. | 20 | 5 |
| 323 | 159.73 | radiation | 40.0 | 43200 | > th | dose dependent | rect. | 14 | 2 |
| 324 | 159.73 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 16 | 2 |
| 370 | 159.82 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 19 | 2 |
| 374 | 159.83 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 6 | 12 |
| 397 | 159.88 | wind | 9.0 | 14400 | > th | dose independent | rect. | 17 | 4 |
| 402 | 159.91 | wind | 9.0 | 14400 | < th | dose independent | rect. | 17 | 13 |
| 411 | 159.96 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 13 | 5 |
| 420 | 160.02 | radiation | 10.0 | 43200 | < th | dose independent | sin | 10 | NA |
| 422 | 160.03 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 16 | 13 |
| 437 | 160.04 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 2 | 17 |
| 446 | 160.11 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 16 | 15 |
| 452 | 160.15 | wind | 7.0 | 4320 | < th | dose independent | rect. | 17 | 1 |
| 456 | 160.17 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 10 | 1 |
| 457 | 160.17 | wind | 9.0 | 14400 | < th | dose independent | rect. | 19 | 2 |
| 481 | 160.28 | wind | 9.0 | 14400 | < th | dose independent | rect. | 20 | 8 |
| 484 | 160.28 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 10 | 23 |
| 559 | 160.42 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 16 | 17 |
| 565 | 160.47 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 14 | 4 |
| 566 | 160.47 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 14 | 4 |
| 570 | 160.47 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 23 | 20 |
| 573 | 160.48 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 6 | 21 |
| 603 | 160.51 | temperature | 25.0 | 720 | > th | dose dependent | no | NA | NA |
| 605 | 160.51 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 2 | 23 |
| 607 | 160.52 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 16 | 12 |
| 658 | 160.63 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 19 | 23 |
| 672 | 160.68 | wind | 9.0 | 14400 | < th | dose independent | rect. | 20 | 15 |
| 688 | 160.75 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 14 | 4 |
| 690 | 160.75 | temperature | 25.0 | 1440 | > th | dose dependent | sin | 17 | NA |
| 704 | 160.78 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 14 | 6 |
| 714 | 160.79 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 14 | 4 |
| 725 | 160.79 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 14 | 16 |
| 746 | 160.82 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 14 | 12 |
| 820 | 160.98 | wind | 9.0 | 14400 | < th | dose independent | rect. | 17 | 8 |
| 830 | 161.00 | humidity | 70.0 | 720 | > th | dose independent | rect. | 17 | 3 |
| 841 | 161.00 | radiation | 40.0 | 43200 | < th | dose dependent | rect. | 24 | 6 |
| 858 | 161.03 | wind | 9.0 | 14400 | > th | dose independent | sin | 11 | NA |
| 878 | 161.04 | wind | 7.0 | 43200 | < th | dose independent | rect. | 17 | 1 |
| 917 | 161.16 | radiation | 40.0 | 43200 | < th | dose dependent | rect. | 3 | 3 |
| 921 | 161.17 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 9 | 9 |
| 924 | 161.17 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 9 | 9 |
| 932 | 161.19 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 18 | 13 |
| 934 | 161.20 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 9 | 9 |
| 943 | 161.21 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 16 | 2 |
| 945 | 161.21 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 16 | 2 |
| 989 | 161.28 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 13 | 18 |