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Os02g0270200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Subtilase.
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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 = atmosphere,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
434.21 | 0.979 | 3.39 | -0.221 | 0.395 | -0.619 | 0.0698 | 1.43 | 0.0667 | 1.39 | 1006 | 434 | -- | -- |
444.37 | 0.982 | 3.39 | -0.252 | 0.411 | -0.58 | -0.0772 | -- | 0.00137 | 1.63 | 1006 | 406 | -- | -- |
434.19 | 0.97 | 3.39 | -0.22 | 0.393 | -0.62 | -- | 1.46 | 0.0664 | 1.38 | 1006 | 457 | -- | -- |
444.38 | 0.982 | 3.39 | -0.243 | 0.409 | -0.584 | -- | -- | 0.00724 | 1.69 | 1006 | 406 | -- | -- |
443.6 | 0.981 | 3.38 | -0.2 | -- | -0.623 | -- | 1.51 | 0.0778 | -- | 1006 | 488 | -- | -- |
469.45 | 1.02 | 3.45 | -0.239 | 0.405 | -- | -0.0191 | -- | -0.239 | 0.576 | -- | -- | -- | -- |
469.45 | 1.01 | 3.45 | -0.238 | 0.405 | -- | -- | -- | -0.239 | 0.562 | -- | -- | -- | -- |
454.54 | 0.993 | 3.38 | -0.225 | -- | -0.58 | -- | -- | 0.0192 | -- | 1006 | 419 | -- | -- |
445.95 | 0.984 | 3.39 | -- | 0.409 | -0.58 | -- | -- | 0.0269 | 1.64 | 1006 | 406 | -- | -- |
479.71 | 1.02 | 3.44 | -0.224 | -- | -- | -- | -- | -0.232 | -- | -- | -- | -- | -- |
470.94 | 1.02 | 3.44 | -- | 0.401 | -- | -- | -- | -0.213 | 0.533 | -- | -- | -- | -- |
455.88 | 0.994 | 3.38 | -- | -- | -0.581 | -- | -- | 0.0399 | -- | 1006 | 419 | -- | -- |
481.03 | 1.02 | 3.44 | -- | -- | -- | -- | -- | -0.208 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance![]() |
Histogram![]() ![]() |
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 | 431.75 | wind | 1.0 | 270 | < th | dose independent | rect. | 3 | 1 |
2 | 431.78 | wind | 1.0 | 270 | < th | dose independent | rect. | 23 | 5 |
3 | 432.15 | atmosphere | 1005.0 | 720 | < th | dose independent | rect. | 18 | 9 |
4 | 432.52 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 18 | 8 |
9 | 432.99 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 23 | 8 |
19 | 433.76 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 14 | 17 |
20 | 433.77 | wind | 1.0 | 270 | < th | dose independent | rect. | 15 | 13 |
25 | 433.92 | wind | 1.0 | 270 | < th | dose independent | rect. | 10 | 18 |
27 | 433.99 | atmosphere | 1005.0 | 270 | > th | dose independent | sin | 11 | NA |
28 | 434.01 | wind | 1.0 | 270 | < th | dose independent | rect. | 12 | 16 |
31 | 434.12 | atmosphere | 1005.0 | 270 | < th | dose independent | sin | 11 | NA |
35 | 434.23 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 20 | 10 |
63 | 434.98 | atmosphere | 1005.0 | 720 | < th | dose independent | sin | 14 | NA |
81 | 435.61 | atmosphere | 1005.0 | 720 | > th | dose independent | sin | 14 | NA |
85 | 435.68 | wind | 1.0 | 270 | < th | dose dependent | rect. | 23 | 5 |
99 | 436.03 | wind | 1.0 | 270 | < th | dose dependent | rect. | 15 | 13 |
108 | 436.17 | wind | 1.0 | 270 | < th | dose dependent | rect. | 12 | 16 |
111 | 436.23 | wind | 1.0 | 270 | < th | dose dependent | rect. | 9 | 19 |
115 | 436.30 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 20 | 2 |
116 | 436.31 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 10 | 21 |
122 | 436.42 | atmosphere | 1005.0 | 720 | < th | dose independent | rect. | 19 | 2 |
125 | 436.43 | wind | 1.0 | 270 | < th | dose dependent | rect. | 21 | 7 |
151 | 436.97 | atmosphere | 1005.0 | 90 | < th | dose independent | rect. | 1 | 9 |
156 | 436.99 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 14 | 16 |
166 | 437.23 | atmosphere | 1005.0 | 90 | > th | dose independent | sin | 8 | NA |
196 | 437.72 | atmosphere | 1005.0 | 30 | < th | dose independent | sin | 8 | NA |
203 | 437.85 | atmosphere | 1005.0 | 90 | < th | dose dependent | rect. | 1 | 6 |
256 | 438.51 | humidity | 90.0 | 1440 | > th | dose dependent | rect. | 20 | 3 |
296 | 438.95 | atmosphere | 1005.0 | 10 | < th | dose dependent | rect. | 2 | 5 |
325 | 439.24 | wind | 1.0 | 270 | < th | dose dependent | rect. | 3 | 1 |
364 | 439.61 | atmosphere | 1005.0 | 90 | < th | dose dependent | rect. | 1 | 8 |
398 | 440.03 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 3 | 1 |
414 | 440.21 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 20 | 21 |
416 | 440.22 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 20 | 3 |
420 | 440.26 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 20 | 23 |
423 | 440.30 | humidity | 90.0 | 720 | > th | dose independent | rect. | 22 | 1 |
426 | 440.32 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 18 | 23 |
461 | 440.58 | atmosphere | 1010.0 | 30 | < th | dose dependent | rect. | 19 | 16 |
489 | 440.81 | wind | 1.0 | 30 | < th | dose dependent | rect. | 3 | 2 |
496 | 440.87 | atmosphere | 1005.0 | 10 | < th | dose dependent | rect. | 2 | 8 |
506 | 440.97 | wind | 1.0 | 720 | < th | dose independent | rect. | 23 | 1 |
508 | 440.98 | humidity | 90.0 | 720 | < th | dose independent | rect. | 20 | 3 |
522 | 441.07 | atmosphere | 1005.0 | 270 | > th | dose independent | no | NA | NA |
543 | 441.21 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 5 | 13 |
562 | 441.31 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 21 | 23 |
604 | 441.59 | atmosphere | 1005.0 | 10 | < th | dose independent | rect. | 2 | 5 |
638 | 441.82 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 22 | 1 |
664 | 442.02 | atmosphere | 1005.0 | 270 | < th | dose independent | no | NA | NA |
676 | 442.09 | humidity | 80.0 | 10 | > th | dose independent | rect. | 17 | 1 |
730 | 442.37 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 17 | 18 |
782 | 442.69 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 18 | 23 |
801 | 442.79 | wind | 1.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
822 | 442.92 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 20 | 3 |
829 | 442.95 | precipitation | 0.1 | 10 | > th | dose independent | sin | 22 | NA |
836 | 442.99 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 18 | 3 |
853 | 443.07 | humidity | 50.0 | 1440 | > th | dose dependent | rect. | 20 | 3 |
863 | 443.11 | precipitation | 0.1 | 10 | < th | dose independent | sin | 22 | NA |
865 | 443.11 | precipitation | 0.1 | 10 | < th | dose dependent | sin | 22 | NA |
871 | 443.18 | atmosphere | 1010.0 | 30 | < th | dose dependent | rect. | 19 | 12 |
872 | 443.19 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 20 | 13 |
886 | 443.29 | atmosphere | 1005.0 | 720 | < th | dose independent | rect. | 21 | 2 |
901 | 443.38 | atmosphere | 1005.0 | 90 | < th | dose independent | rect. | 18 | 21 |
907 | 443.41 | temperature | 30.0 | 90 | < th | dose independent | rect. | 16 | 17 |
921 | 443.44 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 17 | 1 |
925 | 443.46 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 22 | 11 |
944 | 443.56 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 5 | 23 |
980 | 443.68 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 18 | 6 |
984 | 443.70 | atmosphere | 1005.0 | 720 | < th | dose independent | rect. | 23 | 2 |