Os10g0455100
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Conserved hypothetical protein.
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Os10g0455100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Conserved hypothetical 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 = wind,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 64.79 | 0.378 | 2.89 | -0.0427 | 0.13 | -1.69 | -0.51 | -5.57 | -0.00849 | 5.65 | 8.899 | 76 | -- | -- |
| 69.08 | 0.387 | 2.87 | 0.00923 | 0.137 | -0.419 | -0.588 | -- | 0.0234 | 6.16 | 8.887 | 76 | -- | -- |
| 65.39 | 0.377 | 2.89 | -0.0453 | 0.125 | -1.61 | -- | -5.51 | -0.00996 | 6.17 | 8.899 | 76 | -- | -- |
| 69.2 | 0.387 | 2.87 | -0.058 | 0.128 | -0.325 | -- | -- | 0.00724 | 6.21 | 9.3 | 74 | -- | -- |
| 66.2 | 0.379 | 2.89 | -0.0467 | -- | -1.61 | -- | -5.71 | -0.0059 | -- | 8.89 | 76 | -- | -- |
| 69.17 | 0.39 | 2.87 | -0.0918 | 0.112 | -- | -0.559 | -- | -0.0122 | 5.11 | -- | -- | -- | -- |
| 69.81 | 0.391 | 2.87 | -0.0904 | 0.121 | -- | -- | -- | -0.00918 | 6.73 | -- | -- | -- | -- |
| 70.06 | 0.39 | 2.87 | -0.0625 | -- | -0.321 | -- | -- | 0.00419 | -- | 9.311 | 74 | -- | -- |
| 69.29 | 0.388 | 2.87 | -- | 0.129 | -0.393 | -- | -- | 0.00985 | 6.27 | 9.313 | 74 | -- | -- |
| 70.58 | 0.393 | 2.87 | -0.0876 | -- | -- | -- | -- | -0.00679 | -- | -- | -- | -- | -- |
| 70.02 | 0.391 | 2.87 | -- | 0.12 | -- | -- | -- | 0.000884 | 6.78 | -- | -- | -- | -- |
| 70.16 | 0.39 | 2.87 | -- | -- | -0.355 | -- | -- | 0.0108 | -- | 9.393 | 74 | -- | -- |
| 70.78 | 0.393 | 2.87 | -- | -- | -- | -- | -- | 0.00293 | -- | -- | -- | -- | -- |
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 | 48.52 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 5 | 1 |
| 3 | 48.82 | humidity | 80.0 | 10 | < th | dose independent | rect. | 3 | 3 |
| 17 | 48.82 | humidity | 80.0 | 10 | < th | dose dependent | rect. | 3 | 3 |
| 28 | 48.83 | humidity | 80.0 | 10 | < th | dose independent | rect. | 5 | 1 |
| 55 | 51.44 | radiation | 1.0 | 90 | > th | dose independent | rect. | 4 | 1 |
| 65 | 51.44 | radiation | 1.0 | 90 | > th | dose dependent | rect. | 4 | 1 |
| 77 | 53.17 | radiation | 1.0 | 30 | > th | dose dependent | rect. | 18 | 12 |
| 93 | 54.08 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 4 | 1 |
| 95 | 55.10 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 5 | 1 |
| 127 | 56.20 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 4 | 2 |
| 129 | 56.27 | humidity | 80.0 | 720 | < th | dose independent | rect. | 5 | 1 |
| 135 | 56.27 | humidity | 80.0 | 720 | < th | dose dependent | rect. | 5 | 1 |
| 167 | 58.81 | humidity | 80.0 | 270 | < th | dose dependent | rect. | 24 | 6 |
| 172 | 59.34 | humidity | 80.0 | 270 | < th | dose independent | rect. | 2 | 1 |
| 175 | 59.34 | humidity | 80.0 | 270 | < th | dose dependent | rect. | 2 | 1 |
| 207 | 59.62 | radiation | 1.0 | 30 | > th | dose independent | rect. | 18 | 12 |
| 220 | 59.70 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 2 | 1 |
| 276 | 60.30 | temperature | 20.0 | 10 | < th | dose independent | rect. | 5 | 1 |
| 317 | 60.75 | radiation | 1.0 | 720 | > th | dose independent | rect. | 4 | 1 |
| 375 | 60.94 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 6 | 1 |
| 390 | 61.30 | radiation | 1.0 | 10 | < th | dose independent | rect. | 6 | 1 |
| 479 | 62.43 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 5 | 1 |
| 515 | 62.54 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 15 | 1 |
| 516 | 62.54 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 15 | 1 |
| 517 | 62.55 | wind | 5.0 | 720 | > th | dose independent | rect. | 4 | 1 |
| 519 | 62.55 | wind | 5.0 | 720 | > th | dose dependent | rect. | 4 | 1 |
| 523 | 62.57 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 2 | 4 |
| 532 | 62.63 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 15 | 1 |
| 533 | 62.63 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 15 | 1 |
| 563 | 62.89 | wind | 7.0 | 90 | > th | dose dependent | rect. | 10 | 1 |
| 571 | 62.93 | wind | 9.0 | 90 | > th | dose independent | rect. | 10 | 1 |
| 574 | 62.93 | humidity | 90.0 | 1440 | > th | dose dependent | rect. | 15 | 1 |
| 595 | 62.98 | wind | 5.0 | 10 | > th | dose dependent | rect. | 11 | 1 |
| 694 | 63.50 | wind | 9.0 | 10 | > th | dose independent | rect. | 11 | 1 |
| 742 | 63.70 | wind | 7.0 | 30 | < th | dose independent | rect. | 3 | 23 |
| 931 | 64.10 | wind | 9.0 | 90 | > th | dose independent | sin | 7 | NA |
| 944 | 64.11 | wind | 9.0 | 90 | < th | dose independent | sin | 7 | NA |