Os09g0567500
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Fatty acyl coA reductase.
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Os09g0567500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Fatty acyl coA reductase.
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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 430.35 | 0.975 | 4.06 | -1.21 | 0.528 | 1.62 | -1.32 | 3.59 | -0.613 | 5.93 | 52.46 | 968 | -- | -- |
| 431.1 | 0.967 | 4.08 | -1.33 | 0.514 | 2.96 | -1.23 | -- | -0.586 | 5.78 | 51 | 972 | -- | -- |
| 434.54 | 0.971 | 4.06 | -1.25 | 0.522 | 1.86 | -- | 3.21 | -0.614 | 6.03 | 52.01 | 968 | -- | -- |
| 435.19 | 0.972 | 4.09 | -1.34 | 0.514 | 3.13 | -- | -- | -0.607 | 6.07 | 51 | 968 | -- | -- |
| 448.58 | 0.986 | 4.07 | -1.22 | -- | 1.86 | -- | 3.04 | -0.591 | -- | 52.16 | 971 | -- | -- |
| 471.63 | 1.02 | 4.11 | -0.97 | 0.519 | -- | -1.49 | -- | -0.697 | 5.84 | -- | -- | -- | -- |
| 476.33 | 1.02 | 4.11 | -0.984 | 0.521 | -- | -- | -- | -0.693 | 5.04 | -- | -- | -- | -- |
| 449.05 | 0.987 | 4.09 | -1.31 | -- | 3.08 | -- | -- | -0.592 | -- | 51.03 | 971 | -- | -- |
| 478.39 | 1.02 | 4.06 | -- | 0.513 | 2.43 | -- | -- | -0.5 | 5.88 | 50.53 | 820 | -- | -- |
| 490.61 | 1.03 | 4.11 | -0.965 | -- | -- | -- | -- | -0.679 | -- | -- | -- | -- | -- |
| 501.85 | 1.05 | 4.08 | -- | 0.504 | -- | -- | -- | -0.583 | 5.11 | -- | -- | -- | -- |
| 491.4 | 1.03 | 4.07 | -- | -- | 2.26 | -- | -- | -0.482 | -- | 51 | 968 | -- | -- |
| 515.18 | 1.06 | 4.09 | -- | -- | -- | -- | -- | -0.572 | -- | -- | -- | -- | -- |
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 | 432.91 | temperature | 30 | 43200 | > th | dose dependent | rect. | 8 | 1 |
| 15 | 433.44 | humidity | 50 | 720 | < th | dose dependent | sin | 14 | NA |
| 16 | 433.71 | temperature | 30 | 43200 | > th | dose independent | rect. | 8 | 1 |
| 32 | 433.85 | temperature | 30 | 43200 | < th | dose independent | rect. | 19 | 14 |
| 33 | 433.89 | humidity | 50 | 720 | < th | dose dependent | rect. | 13 | 5 |
| 50 | 433.93 | temperature | 30 | 43200 | < th | dose independent | rect. | 5 | 4 |
| 51 | 433.95 | temperature | 30 | 43200 | < th | dose independent | rect. | 21 | 12 |
| 55 | 434.00 | temperature | 30 | 43200 | < th | dose independent | rect. | 8 | 1 |
| 56 | 434.00 | temperature | 30 | 43200 | < th | dose independent | rect. | 24 | 9 |
| 66 | 434.77 | humidity | 60 | 14400 | > th | dose independent | rect. | 18 | 16 |
| 67 | 434.78 | humidity | 50 | 720 | < th | dose independent | rect. | 12 | 6 |
| 84 | 434.81 | radiation | 30 | 43200 | > th | dose independent | rect. | 11 | 3 |
| 87 | 434.97 | humidity | 50 | 720 | < th | dose independent | rect. | 13 | 4 |
| 91 | 435.28 | atmosphere | 1015 | 4320 | > th | dose independent | rect. | 22 | 2 |
| 110 | 435.34 | atmosphere | 1015 | 4320 | < th | dose independent | rect. | 22 | 2 |
| 133 | 435.53 | humidity | 60 | 14400 | < th | dose independent | rect. | 18 | 16 |
| 151 | 435.60 | humidity | 50 | 4320 | < th | dose independent | rect. | 14 | 2 |
| 154 | 435.69 | humidity | 50 | 4320 | < th | dose independent | rect. | 12 | 5 |
| 155 | 435.70 | radiation | 30 | 43200 | > th | dose independent | rect. | 13 | 1 |
| 177 | 435.83 | humidity | 60 | 14400 | < th | dose independent | rect. | 17 | 18 |
| 199 | 436.06 | humidity | 50 | 14400 | < th | dose independent | sin | 15 | NA |
| 200 | 436.06 | humidity | 50 | 4320 | < th | dose dependent | sin | 13 | NA |
| 201 | 436.09 | humidity | 50 | 4320 | < th | dose independent | rect. | 12 | 22 |
| 221 | 436.12 | humidity | 60 | 14400 | > th | dose independent | rect. | 9 | 1 |
| 227 | 436.25 | humidity | 50 | 14400 | < th | dose independent | rect. | 14 | 22 |
| 229 | 436.28 | radiation | 40 | 43200 | < th | dose dependent | rect. | 11 | 2 |
| 249 | 436.35 | humidity | 50 | 14400 | < th | dose independent | rect. | 16 | 21 |
| 272 | 436.49 | radiation | 30 | 43200 | > th | dose independent | sin | 20 | NA |
| 277 | 436.52 | humidity | 50 | 4320 | < th | dose dependent | rect. | 14 | 21 |
| 282 | 436.56 | humidity | 50 | 720 | < th | dose independent | sin | 18 | NA |
| 283 | 436.57 | humidity | 50 | 4320 | < th | dose independent | sin | 18 | NA |
| 285 | 436.58 | humidity | 50 | 4320 | < th | dose dependent | rect. | 14 | 4 |
| 311 | 436.64 | radiation | 30 | 43200 | < th | dose independent | rect. | 11 | 3 |
| 371 | 436.71 | humidity | 50 | 14400 | > th | dose independent | rect. | 16 | 21 |
| 426 | 436.82 | humidity | 50 | 720 | < th | dose independent | rect. | 14 | 1 |
| 445 | 436.86 | radiation | 30 | 43200 | > th | dose independent | no | NA | NA |
| 577 | 436.99 | humidity | 50 | 4320 | > th | dose independent | rect. | 12 | 5 |
| 578 | 436.99 | humidity | 50 | 4320 | > th | dose independent | rect. | 12 | 9 |
| 580 | 437.01 | humidity | 50 | 4320 | > th | dose independent | rect. | 12 | 12 |
| 586 | 437.03 | humidity | 50 | 4320 | > th | dose independent | rect. | 12 | 17 |
| 587 | 437.03 | humidity | 50 | 4320 | > th | dose independent | rect. | 12 | 22 |
| 606 | 437.05 | humidity | 50 | 4320 | > th | dose independent | rect. | 12 | 19 |
| 609 | 437.05 | radiation | 30 | 43200 | > th | dose independent | rect. | 13 | 23 |
| 610 | 437.06 | humidity | 50 | 4320 | > th | dose independent | rect. | 12 | 15 |
| 638 | 437.13 | humidity | 50 | 720 | > th | dose independent | rect. | 13 | 22 |
| 659 | 437.17 | humidity | 60 | 14400 | < th | dose independent | rect. | 9 | 1 |
| 663 | 437.19 | humidity | 50 | 4320 | < th | dose independent | no | NA | NA |
| 831 | 437.31 | radiation | 10 | 43200 | < th | dose independent | rect. | 12 | 1 |
| 853 | 437.35 | humidity | 50 | 720 | < th | dose dependent | rect. | 14 | 1 |
| 854 | 437.35 | radiation | 1 | 43200 | > th | dose dependent | rect. | 11 | 2 |
| 872 | 437.37 | radiation | 10 | 43200 | > th | dose independent | rect. | 12 | 1 |
| 950 | 437.58 | humidity | 50 | 14400 | > th | dose independent | sin | 16 | NA |
| 971 | 437.60 | humidity | 60 | 14400 | > th | dose independent | rect. | 2 | 8 |
| 977 | 437.63 | humidity | 60 | 14400 | > th | dose independent | rect. | 6 | 4 |
| 999 | 437.64 | humidity | 50 | 720 | < th | dose dependent | no | NA | NA |