Os02g0503800
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Cytochrome P450 family protein.
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Os02g0503800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Cytochrome P450 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 = 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 301.1 | 0.815 | 3.03 | -0.0917 | 0.478 | 0.918 | 1.52 | 1.55 | 0.17 | 12.5 | 28.81 | 10 | -- | -- |
| 303.12 | 0.817 | 3 | 0.179 | 0.46 | 0.881 | 1.01 | -- | 0.233 | 12.2 | 28.81 | 10 | -- | -- |
| 307.52 | 0.823 | 3 | 0.187 | 0.452 | 0.862 | -- | 0.159 | 0.227 | 12.2 | 28.81 | 10 | -- | -- |
| 307.55 | 0.822 | 3 | 0.214 | 0.454 | 0.862 | -- | -- | 0.233 | 12.2 | 29.06 | 3 | -- | -- |
| 317.12 | 0.834 | 3.03 | 0.102 | -- | 0.466 | -- | 0.0511 | 0.148 | -- | 28.81 | 10 | -- | -- |
| 314.36 | 0.831 | 3.04 | -0.0283 | 0.242 | -- | 0.954 | -- | 0.0576 | 10.7 | -- | -- | -- | -- |
| 318 | 0.835 | 3.04 | 0.00835 | 0.245 | -- | -- | -- | 0.0591 | 9.88 | -- | -- | -- | -- |
| 316.91 | 0.833 | 3.02 | 0.122 | -- | 0.516 | -- | -- | 0.16 | -- | 25.1 | 7 | -- | -- |
| 308.64 | 0.823 | 3.01 | -- | 0.425 | 0.775 | -- | -- | 0.194 | 12 | 28.97 | 3 | -- | -- |
| 321.6 | 0.838 | 3.05 | 0.00566 | -- | -- | -- | -- | 0.0592 | -- | -- | -- | -- | -- |
| 318 | 0.834 | 3.04 | -- | 0.245 | -- | -- | -- | 0.0582 | 9.88 | -- | -- | -- | -- |
| 317.27 | 0.832 | 3.03 | -- | -- | 0.478 | -- | -- | 0.14 | -- | 25.1 | 7 | -- | -- |
| 321.6 | 0.837 | 3.05 | -- | -- | -- | -- | -- | 0.0586 | -- | -- | -- | -- | -- |
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 | 290.99 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 11 | 1 |
| 9 | 293.84 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 11 | 1 |
| 14 | 296.02 | temperature | 25.0 | 90 | > th | dose independent | rect. | 10 | 13 |
| 15 | 296.02 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 1 | 23 |
| 16 | 296.25 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 10 | 7 |
| 18 | 296.35 | temperature | 25.0 | 270 | < th | dose independent | rect. | 10 | 10 |
| 19 | 296.40 | radiation | 10.0 | 10 | < th | dose independent | rect. | 12 | 1 |
| 21 | 296.43 | temperature | 25.0 | 720 | > th | dose independent | rect. | 10 | 3 |
| 29 | 296.96 | wind | 5.0 | 270 | > th | dose dependent | rect. | 12 | 1 |
| 32 | 297.19 | radiation | 10.0 | 30 | < th | dose independent | rect. | 10 | 3 |
| 34 | 297.23 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 10 | 10 |
| 41 | 297.43 | temperature | 25.0 | 270 | < th | dose independent | rect. | 11 | 6 |
| 50 | 297.71 | wind | 7.0 | 10 | > th | dose dependent | rect. | 19 | 3 |
| 58 | 297.81 | temperature | 25.0 | 720 | < th | dose independent | rect. | 11 | 1 |
| 62 | 297.95 | temperature | 25.0 | 720 | < th | dose independent | rect. | 10 | 3 |
| 65 | 298.02 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 17 | 1 |
| 73 | 298.13 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 8 | 23 |
| 77 | 298.19 | temperature | 25.0 | 10 | < th | dose dependent | sin | 21 | NA |
| 82 | 298.28 | wind | 7.0 | 270 | > th | dose independent | rect. | 12 | 1 |
| 85 | 298.33 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 10 | 10 |
| 88 | 298.37 | wind | 7.0 | 10 | > th | dose independent | rect. | 19 | 3 |
| 94 | 298.38 | temperature | 25.0 | 30 | > th | dose independent | rect. | 10 | 10 |
| 117 | 298.69 | temperature | 20.0 | 90 | < th | dose independent | rect. | 13 | 6 |
| 122 | 298.77 | wind | 5.0 | 10 | > th | dose dependent | rect. | 20 | 1 |
| 124 | 298.78 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 7 | 23 |
| 129 | 298.81 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 13 | 6 |
| 139 | 298.86 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 18 | 1 |
| 140 | 298.87 | temperature | 20.0 | 90 | < th | dose independent | rect. | 18 | 1 |
| 165 | 298.97 | wind | 7.0 | 10 | > th | dose independent | rect. | 19 | 1 |
| 181 | 299.04 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 11 | 6 |
| 209 | 299.29 | temperature | 25.0 | 90 | < th | dose independent | sin | 20 | NA |
| 212 | 299.30 | temperature | 25.0 | 10 | < th | dose independent | rect. | 12 | 5 |
| 251 | 299.61 | wind | 7.0 | 720 | > th | dose independent | rect. | 8 | 1 |
| 280 | 299.80 | temperature | 25.0 | 270 | > th | dose independent | sin | 21 | NA |
| 329 | 300.15 | wind | 7.0 | 10 | < th | dose independent | sin | 12 | NA |
| 330 | 300.17 | temperature | 25.0 | 270 | < th | dose independent | rect. | 10 | 17 |
| 335 | 300.20 | temperature | 25.0 | 30 | > th | dose independent | rect. | 10 | 20 |
| 344 | 300.28 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 17 | 1 |
| 352 | 300.34 | wind | 5.0 | 720 | > th | dose dependent | rect. | 8 | 1 |
| 363 | 300.42 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 17 | 1 |
| 366 | 300.42 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 17 | 1 |
| 379 | 300.48 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 19 | 23 |
| 382 | 300.50 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 10 | 14 |
| 390 | 300.53 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 12 | 17 |
| 399 | 300.56 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 12 | 17 |
| 405 | 300.58 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 10 | 22 |
| 410 | 300.61 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 12 | 19 |
| 415 | 300.65 | wind | 1.0 | 90 | < th | dose dependent | rect. | 3 | 1 |
| 427 | 300.68 | temperature | 25.0 | 90 | < th | dose independent | rect. | 8 | 15 |
| 428 | 300.68 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 23 | 23 |
| 452 | 300.73 | temperature | 25.0 | 90 | > th | dose independent | rect. | 7 | 16 |
| 468 | 300.81 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 2 | 14 |
| 469 | 300.81 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 19 | 21 |
| 497 | 300.92 | temperature | 25.0 | 270 | > th | dose independent | rect. | 10 | 17 |
| 519 | 301.02 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 10 | 3 |
| 521 | 301.03 | wind | 1.0 | 1440 | > th | dose independent | rect. | 20 | 2 |
| 529 | 301.05 | temperature | 30.0 | 720 | < th | dose dependent | sin | 2 | NA |
| 558 | 301.18 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 3 | 23 |
| 562 | 301.20 | wind | 1.0 | 10 | < th | dose dependent | rect. | 3 | 1 |
| 586 | 301.27 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 7 | 17 |
| 592 | 301.29 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 10 | 20 |
| 617 | 301.38 | temperature | 25.0 | 90 | < th | dose independent | rect. | 8 | 21 |
| 638 | 301.44 | temperature | 30.0 | 720 | < th | dose dependent | sin | 0 | NA |
| 675 | 301.55 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 6 | 23 |
| 686 | 301.58 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 1 | 15 |
| 711 | 301.64 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 15 | 23 |
| 716 | 301.66 | wind | 1.0 | 90 | < th | dose dependent | rect. | 9 | 1 |
| 721 | 301.67 | temperature | 30.0 | 10 | < th | dose dependent | no | NA | NA |
| 734 | 301.71 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 13 | 23 |
| 735 | 301.71 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 17 | 23 |
| 755 | 301.77 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 11 | 23 |
| 757 | 301.78 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 1 | 15 |
| 785 | 301.84 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 15 | 5 |
| 827 | 301.93 | wind | 1.0 | 90 | < th | dose dependent | rect. | 15 | 13 |
| 837 | 301.95 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 14 | 2 |
| 876 | 302.03 | temperature | 20.0 | 720 | > th | dose dependent | sin | 3 | NA |
| 887 | 302.06 | temperature | 25.0 | 30 | > th | dose independent | rect. | 10 | 22 |
| 888 | 302.06 | temperature | 10.0 | 10 | > th | dose dependent | no | NA | NA |
| 914 | 302.12 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 16 | 1 |
| 927 | 302.13 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 7 | 6 |
| 959 | 302.20 | temperature | 25.0 | 270 | > th | dose independent | rect. | 1 | 20 |
| 999 | 302.28 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 1 | 18 |
| 1000 | 302.28 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 1 | 18 |