Os06g0664200
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Inositol phosphatase/fructose-1,6-bisphosphatase family protein.
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Os06g0664200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Inositol phosphatase/fructose-1,6-bisphosphatase 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 = humidity,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 84.12 | 0.431 | 12.2 | -1.29 | 1.69 | -0.771 | -0.329 | -0.366 | -0.941 | 22.6 | 70.01 | 1569 | -- | -- |
| 84.36 | 0.428 | 12.2 | -1.33 | 1.69 | -0.802 | -0.372 | -- | -0.957 | 22.6 | 70.04 | 1567 | -- | -- |
| 84.52 | 0.428 | 12.2 | -1.27 | 1.69 | -0.776 | -- | -0.426 | -0.938 | 22.6 | 70.24 | 1591 | -- | -- |
| 84.86 | 0.429 | 12.2 | -1.31 | 1.68 | -0.795 | -- | -- | -0.948 | 22.6 | 70 | 1591 | -- | -- |
| 186.1 | 0.635 | 12.3 | -1.02 | -- | -1.45 | -- | 0.695 | -0.828 | -- | 74 | 870 | -- | -- |
| 104.11 | 0.478 | 12.1 | -1.19 | 1.66 | -- | -0.277 | -- | -0.854 | 22.4 | -- | -- | -- | -- |
| 104.42 | 0.479 | 12.1 | -1.17 | 1.66 | -- | -- | -- | -0.854 | 22.4 | -- | -- | -- | -- |
| 159.92 | 0.589 | 12.1 | -1.24 | -- | -1.93 | -- | -- | -0.938 | -- | 79.09 | 889 | -- | -- |
| 108 | 0.484 | 12.2 | -- | 1.61 | -1.3 | -- | -- | -1.04 | 22.7 | 66 | 26906 | -- | -- |
| 272.87 | 0.772 | 12.1 | -1.15 | -- | -- | -- | -- | -0.848 | -- | -- | -- | -- | -- |
| 140.78 | 0.555 | 12.1 | -- | 1.65 | -- | -- | -- | -0.723 | 22.4 | -- | -- | -- | -- |
| 193.25 | 0.647 | 12.1 | -- | -- | -1.91 | -- | -- | -0.821 | -- | 82.86 | 893 | -- | -- |
| 307.57 | 0.819 | 12.1 | -- | -- | -- | -- | -- | -0.721 | -- | -- | -- | -- | -- |
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 | 80.20 | wind | 3.0 | 43200 | > th | dose independent | rect. | 7 | 1 |
| 2 | 80.45 | wind | 3.0 | 43200 | < th | dose independent | rect. | 7 | 1 |
| 4 | 81.12 | wind | 3.0 | 43200 | > th | dose independent | rect. | 6 | 3 |
| 7 | 81.31 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 7 | 1 |
| 12 | 81.61 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 7 | 1 |
| 17 | 81.90 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 13 | 5 |
| 26 | 82.09 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 16 | 1 |
| 32 | 82.24 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 12 | 7 |
| 39 | 82.33 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 18 | 1 |
| 42 | 82.38 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 16 | 1 |
| 43 | 82.38 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 13 | 5 |
| 45 | 82.39 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 21 | 2 |
| 49 | 82.44 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 10 | 4 |
| 51 | 82.45 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 6 | 11 |
| 52 | 82.47 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 10 | 9 |
| 53 | 82.47 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 6 | 11 |
| 54 | 82.47 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 6 | 11 |
| 55 | 82.49 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 8 | 7 |
| 58 | 82.56 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 10 | 12 |
| 63 | 82.64 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 13 | 7 |
| 64 | 82.65 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 8 | 9 |
| 65 | 82.65 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 8 | 9 |
| 75 | 82.71 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
| 113 | 82.93 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 11 | 2 |
| 122 | 82.96 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 9 |
| 131 | 83.00 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 1 | 7 |
| 135 | 83.02 | humidity | 70.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
| 143 | 83.07 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 13 | 1 |
| 149 | 83.11 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 10 | 9 |
| 184 | 83.29 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
| 185 | 83.29 | humidity | 80.0 | 14400 | > th | dose dependent | sin | 21 | NA |
| 220 | 83.39 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 20 | 1 |
| 232 | 83.41 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 7 | 10 |
| 235 | 83.42 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 20 | 2 |
| 242 | 83.45 | humidity | 80.0 | 1440 | > th | dose independent | sin | 1 | NA |
| 248 | 83.47 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 5 | 12 |
| 277 | 83.55 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 19 | 6 |
| 316 | 83.68 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 0 | NA |
| 329 | 83.70 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 0 | NA |
| 337 | 83.70 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 0 | NA |
| 352 | 83.73 | humidity | 80.0 | 1440 | < th | dose independent | sin | 1 | NA |
| 397 | 83.80 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 21 | 18 |
| 408 | 83.81 | temperature | 10.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
| 453 | 83.87 | humidity | 80.0 | 14400 | > th | dose independent | sin | 21 | NA |
| 483 | 83.93 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 18 | 7 |
| 500 | 83.96 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 9 | 1 |
| 506 | 83.97 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 13 | 5 |
| 530 | 84.01 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 1 | 7 |
| 642 | 84.18 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 18 | 1 |
| 671 | 84.22 | wind | 1.0 | 43200 | > th | dose independent | rect. | 1 | 1 |
| 676 | 84.22 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 8 | 10 |
| 708 | 84.26 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 6 | 17 |
| 711 | 84.26 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 8 | 7 |
| 712 | 84.27 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 14 | 2 |
| 720 | 84.27 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 14 | 2 |
| 723 | 84.28 | humidity | 90.0 | 14400 | > th | dose independent | sin | 18 | NA |
| 860 | 84.40 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 9 | 2 |
| 868 | 84.41 | humidity | 80.0 | 14400 | < th | dose independent | sin | 21 | NA |
| 918 | 84.46 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 14 | 2 |
| 925 | 84.46 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 14 | 2 |
| 938 | 84.47 | humidity | 60.0 | 1440 | > th | dose dependent | rect. | 9 | 6 |
| 947 | 84.48 | temperature | 10.0 | 14400 | > th | dose dependent | rect. | 8 | 3 |
| 954 | 84.49 | temperature | 10.0 | 14400 | > th | dose dependent | rect. | 9 | 1 |
| 967 | 84.50 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 17 | 1 |
| 983 | 84.52 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 2 | NA |