Os02g0710700
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Conserved hypothetical protein.
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Os02g0710700 |
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 = temperature,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141.3 | 0.559 | 7.23 | 0.24 | 1.01 | -1.07 | 0.554 | -0.0883 | -0.69 | 10.5 | 22.05 | 760 | -- | -- |
| 141.33 | 0.554 | 7.23 | 0.267 | 1.01 | -1.07 | 0.582 | -- | -0.684 | 10.5 | 22.05 | 761 | -- | -- |
| 142.38 | 0.556 | 7.23 | 0.195 | 1.01 | -1.08 | -- | -0.316 | -0.703 | 10.5 | 22.1 | 780 | -- | -- |
| 142.7 | 0.556 | 7.23 | 0.289 | 1.01 | -1.08 | -- | -- | -0.678 | 10.5 | 22.01 | 764 | -- | -- |
| 200.68 | 0.66 | 7.24 | 0.258 | -- | -1.32 | -- | -0.326 | -0.602 | -- | 22.2 | 841 | -- | -- |
| 190.06 | 0.646 | 7.3 | -0.088 | 1.22 | -- | 0.569 | -- | -1.03 | 10.3 | -- | -- | -- | -- |
| 191.36 | 0.648 | 7.3 | -0.0648 | 1.22 | -- | -- | -- | -1.03 | 10.4 | -- | -- | -- | -- |
| 200.73 | 0.66 | 7.24 | 0.384 | -- | -1.37 | -- | -- | -0.605 | -- | 22 | 806 | -- | -- |
| 144.52 | 0.56 | 7.23 | -- | 1.02 | -1 | -- | -- | -0.718 | 10.3 | 22.2 | 841 | -- | -- |
| 282.02 | 0.785 | 7.33 | -0.0846 | -- | -- | -- | -- | -1.03 | -- | -- | -- | -- | -- |
| 191.47 | 0.647 | 7.3 | -- | 1.22 | -- | -- | -- | -1.02 | 10.4 | -- | -- | -- | -- |
| 204.08 | 0.665 | 7.24 | -- | -- | -1.26 | -- | -- | -0.644 | -- | 22.21 | 833 | -- | -- |
| 282.21 | 0.784 | 7.33 | -- | -- | -- | -- | -- | -1.02 | -- | -- | -- | -- | -- |
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 | 142.17 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 18 | 12 |
| 2 | 142.33 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 21 | 1 |
| 4 | 142.67 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 20 | 3 |
| 6 | 143.57 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 18 | 6 |
| 7 | 143.59 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 18 | 9 |
| 12 | 143.68 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 21 | 1 |
| 13 | 143.68 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 21 | 1 |
| 14 | 143.69 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 21 | 1 |
| 16 | 144.01 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 17 | 19 |
| 17 | 144.16 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 19 | 14 |
| 29 | 144.76 | temperature | 15.0 | 270 | > th | dose dependent | sin | 7 | NA |
| 38 | 144.95 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 18 | 4 |
| 40 | 145.05 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 21 | 10 |
| 45 | 145.20 | temperature | 25.0 | 720 | < th | dose dependent | sin | 9 | NA |
| 62 | 145.43 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 23 | 21 |
| 81 | 145.85 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 6 |
| 83 | 145.87 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 13 |
| 87 | 145.89 | temperature | 15.0 | 720 | > th | dose dependent | sin | 9 | NA |
| 95 | 145.95 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 9 |
| 100 | 146.00 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 17 | 22 |
| 114 | 146.28 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 21 | 23 |
| 130 | 146.45 | temperature | 25.0 | 720 | < th | dose dependent | no | NA | NA |
| 133 | 146.53 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 9 | 23 |
| 190 | 147.16 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 19 | 18 |
| 191 | 147.17 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 3 |
| 196 | 147.25 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 3 | 23 |
| 228 | 147.76 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 23 | 8 |
| 229 | 147.77 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 7 |
| 233 | 147.84 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 9 |
| 235 | 147.92 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 3 |
| 265 | 148.29 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 13 |
| 266 | 148.29 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 17 | 5 |
| 267 | 148.30 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 21 | 1 |
| 314 | 148.91 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 17 | 9 |
| 361 | 149.30 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 23 | 1 |
| 389 | 149.49 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 19 | 23 |
| 390 | 149.49 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 23 | 23 |
| 423 | 149.77 | temperature | 25.0 | 1440 | < th | dose dependent | sin | 15 | NA |
| 495 | 150.22 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 23 | 15 |
| 621 | 151.12 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 24 | 1 |
| 666 | 151.36 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 24 | 2 |
| 676 | 151.42 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 1 | 1 |
| 750 | 151.78 | temperature | 20.0 | 720 | > th | dose independent | rect. | 19 | 12 |
| 766 | 151.90 | temperature | 20.0 | 720 | > th | dose independent | rect. | 19 | 19 |
| 769 | 151.91 | temperature | 20.0 | 720 | > th | dose independent | rect. | 19 | 14 |
| 817 | 152.11 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 5 | 8 |
| 887 | 152.33 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 4 | 1 |
| 912 | 152.41 | temperature | 20.0 | 720 | > th | dose independent | rect. | 21 | 10 |
| 962 | 152.54 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
| 967 | 152.55 | wind | 9.0 | 14400 | > th | dose independent | rect. | 5 | 8 |