Os08g0487900
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Esterase/lipase/thioesterase domain containing protein.
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Os08g0487900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Esterase/lipase/thioesterase 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 75.74 | 0.409 | 9.61 | -1.15 | 0.913 | -2.62 | -1.34 | 2.24 | -0.228 | 10.9 | 23.21 | 3865 | -- | -- |
| 80.1 | 0.417 | 9.56 | -0.902 | 0.89 | -3.04 | -0.911 | -- | -0.177 | 10.8 | 22.53 | 4105 | -- | -- |
| 82.56 | 0.423 | 9.62 | -1.23 | 0.845 | -2.57 | -- | 2.15 | -0.242 | 11 | 23.4 | 4289 | -- | -- |
| 85.18 | 0.43 | 9.55 | -1.03 | 0.846 | -3.19 | -- | -- | -0.159 | 11 | 22.29 | 4248 | -- | -- |
| 125.54 | 0.522 | 9.63 | -1.25 | -- | -2.64 | -- | 2.04 | -0.235 | -- | 23.19 | 4449 | -- | -- |
| 221.18 | 0.697 | 9.37 | 0.709 | 0.81 | -- | -1.27 | -- | 0.582 | 10.4 | -- | -- | -- | -- |
| 227.62 | 0.707 | 9.38 | 0.66 | 0.815 | -- | -- | -- | 0.58 | 10.6 | -- | -- | -- | -- |
| 127.94 | 0.527 | 9.56 | -1.07 | -- | -3.26 | -- | -- | -0.157 | -- | 22.21 | 4443 | -- | -- |
| 101.16 | 0.468 | 9.5 | -- | 0.923 | -2.61 | -- | -- | 0.0267 | 10.9 | 22.97 | 3680 | -- | -- |
| 268.53 | 0.766 | 9.4 | 0.645 | -- | -- | -- | -- | 0.576 | -- | -- | -- | -- | -- |
| 239.1 | 0.723 | 9.39 | -- | 0.811 | -- | -- | -- | 0.506 | 10.6 | -- | -- | -- | -- |
| 146.39 | 0.564 | 9.52 | -- | -- | -2.47 | -- | -- | 0.0445 | -- | 22.97 | 4407 | -- | -- |
| 279.5 | 0.78 | 9.41 | -- | -- | -- | -- | -- | 0.504 | -- | -- | -- | -- | -- |
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 | 77.57 | temperature | 25 | 4320 | < th | dose dependent | rect. | 10 | 18 |
| 13 | 77.85 | humidity | 80 | 43200 | > th | dose independent | rect. | 20 | 4 |
| 14 | 77.87 | temperature | 25 | 4320 | < th | dose dependent | sin | 17 | NA |
| 15 | 77.88 | humidity | 70 | 43200 | > th | dose independent | rect. | 20 | 1 |
| 17 | 77.91 | humidity | 70 | 43200 | < th | dose independent | rect. | 19 | 2 |
| 36 | 78.11 | humidity | 80 | 43200 | < th | dose independent | rect. | 20 | 4 |
| 38 | 78.12 | temperature | 20 | 43200 | < th | dose independent | rect. | 19 | 1 |
| 58 | 78.27 | humidity | 80 | 43200 | < th | dose dependent | rect. | 18 | 4 |
| 60 | 78.29 | humidity | 60 | 43200 | < th | dose independent | rect. | 8 | 1 |
| 89 | 78.45 | temperature | 25 | 4320 | < th | dose dependent | rect. | 23 | 23 |
| 94 | 78.47 | temperature | 25 | 4320 | < th | dose dependent | rect. | 20 | 23 |
| 95 | 78.49 | humidity | 80 | 43200 | < th | dose independent | rect. | 21 | 2 |
| 96 | 78.49 | temperature | 25 | 4320 | < th | dose dependent | no | NA | NA |
| 103 | 78.51 | wind | 3 | 43200 | > th | dose dependent | rect. | 6 | 19 |
| 106 | 78.53 | temperature | 20 | 43200 | < th | dose dependent | rect. | 5 | 1 |
| 115 | 78.59 | temperature | 20 | 43200 | < th | dose dependent | rect. | 3 | 4 |
| 119 | 78.60 | temperature | 20 | 43200 | > th | dose independent | rect. | 19 | 1 |
| 126 | 78.61 | temperature | 25 | 4320 | < th | dose dependent | rect. | 13 | 23 |
| 141 | 78.67 | temperature | 20 | 43200 | < th | dose dependent | rect. | 3 | 1 |
| 145 | 78.68 | temperature | 20 | 43200 | < th | dose independent | rect. | 7 | 3 |
| 156 | 78.72 | temperature | 20 | 43200 | > th | dose independent | rect. | 7 | 3 |
| 166 | 78.75 | temperature | 20 | 43200 | < th | dose dependent | rect. | 21 | 10 |
| 170 | 78.76 | humidity | 80 | 43200 | < th | dose dependent | rect. | 19 | 2 |
| 228 | 78.86 | humidity | 80 | 43200 | < th | dose dependent | rect. | 17 | 7 |
| 233 | 78.86 | wind | 3 | 43200 | > th | dose dependent | rect. | 11 | 20 |
| 234 | 78.87 | temperature | 20 | 43200 | > th | dose independent | rect. | 8 | 1 |
| 235 | 78.87 | humidity | 60 | 43200 | < th | dose independent | rect. | 17 | 5 |
| 244 | 78.89 | temperature | 20 | 43200 | < th | dose dependent | sin | 9 | NA |
| 258 | 78.91 | temperature | 20 | 43200 | < th | dose dependent | rect. | 22 | 2 |
| 316 | 78.99 | wind | 9 | 43200 | < th | dose dependent | rect. | 7 | 17 |
| 355 | 79.06 | wind | 3 | 43200 | > th | dose dependent | rect. | 5 | 12 |
| 363 | 79.07 | humidity | 70 | 43200 | < th | dose independent | rect. | 17 | 7 |
| 396 | 79.12 | temperature | 15 | 43200 | > th | dose independent | rect. | 2 | 3 |
| 438 | 79.18 | wind | 5 | 43200 | < th | dose independent | rect. | 13 | 18 |
| 449 | 79.19 | humidity | 70 | 43200 | > th | dose independent | rect. | 17 | 7 |
| 476 | 79.23 | wind | 3 | 43200 | > th | dose dependent | sin | 0 | NA |
| 507 | 79.28 | wind | 5 | 43200 | > th | dose independent | rect. | 13 | 18 |
| 516 | 79.29 | humidity | 60 | 43200 | > th | dose independent | rect. | 8 | 1 |
| 529 | 79.31 | wind | 3 | 43200 | > th | dose independent | rect. | 12 | 1 |
| 530 | 79.31 | temperature | 15 | 43200 | < th | dose independent | rect. | 2 | 1 |
| 616 | 79.40 | wind | 3 | 43200 | < th | dose independent | rect. | 11 | 2 |
| 672 | 79.46 | wind | 3 | 43200 | > th | dose dependent | rect. | 19 | 23 |
| 735 | 79.54 | wind | 9 | 43200 | < th | dose dependent | rect. | 7 | 9 |
| 747 | 79.56 | temperature | 15 | 43200 | < th | dose independent | rect. | 2 | 3 |
| 759 | 79.57 | temperature | 20 | 43200 | < th | dose dependent | no | NA | NA |
| 767 | 79.58 | wind | 5 | 43200 | < th | dose independent | rect. | 5 | 21 |
| 768 | 79.58 | wind | 3 | 43200 | > th | dose dependent | no | NA | NA |
| 790 | 79.61 | temperature | 20 | 43200 | < th | dose independent | rect. | 7 | 15 |
| 808 | 79.62 | temperature | 20 | 43200 | < th | dose dependent | rect. | 1 | 23 |
| 850 | 79.67 | radiation | 20 | 14400 | > th | dose dependent | rect. | 6 | 1 |
| 884 | 79.70 | wind | 5 | 43200 | < th | dose independent | rect. | 22 | 22 |
| 896 | 79.71 | wind | 5 | 43200 | < th | dose independent | rect. | 22 | 20 |
| 902 | 79.72 | wind | 5 | 43200 | > th | dose independent | rect. | 14 | 14 |
| 907 | 79.73 | temperature | 20 | 43200 | > th | dose independent | rect. | 7 | 15 |
| 931 | 79.75 | temperature | 25 | 4320 | < th | dose dependent | sin | 2 | NA |
| 957 | 79.78 | humidity | 70 | 43200 | > th | dose independent | rect. | 16 | 9 |
| 964 | 79.79 | wind | 9 | 43200 | < th | dose dependent | sin | 23 | NA |
| 967 | 79.80 | temperature | 15 | 43200 | < th | dose independent | rect. | 4 | 1 |
| 982 | 79.81 | humidity | 60 | 43200 | < th | dose independent | rect. | 19 | 15 |
| 993 | 79.82 | wind | 5 | 43200 | > th | dose independent | rect. | 22 | 20 |
| 994 | 79.82 | wind | 5 | 43200 | < th | dose independent | rect. | 19 | 23 |