Os10g0424100
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Zinc finger POZ domain protein (Fragment).
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Os10g0424100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Zinc finger POZ domain protein (Fragment).
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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 293.4 | 0.805 | 3.85 | 0.215 | 1 | -0.667 | 1.35 | -2.9 | -0.734 | 12.3 | 69 | 4152 | -- | -- |
| 303.24 | 0.811 | 3.87 | 0.137 | 1.03 | -0.95 | 1.17 | -- | -0.811 | 12 | 71 | 3905 | -- | -- |
| 299.72 | 0.806 | 3.86 | 0.287 | 0.949 | -0.634 | -- | -2.9 | -0.759 | 12.5 | 70.92 | 4356 | -- | -- |
| 309.09 | 0.819 | 3.87 | 0.116 | 1.02 | -0.929 | -- | -- | -0.818 | 12.2 | 70.98 | 3889 | -- | -- |
| 353.69 | 0.876 | 3.91 | 0.329 | -- | -0.827 | -- | -2.73 | -0.846 | -- | 74 | 4474 | -- | -- |
| 318.88 | 0.837 | 3.84 | 0.071 | 0.936 | -- | 1.13 | -- | -0.708 | 12.3 | -- | -- | -- | -- |
| 324.32 | 0.843 | 3.84 | 0.116 | 0.934 | -- | -- | -- | -0.702 | 12.5 | -- | -- | -- | -- |
| 354.59 | 0.881 | 3.86 | 0.043 | -- | -0.496 | -- | -- | -0.712 | -- | 73 | 4531 | -- | -- |
| 309.14 | 0.819 | 3.88 | -- | 1.06 | -0.968 | -- | -- | -0.843 | 12.2 | 71 | 3884 | -- | -- |
| 379.06 | 0.91 | 3.86 | 0.0841 | -- | -- | -- | -- | -0.718 | -- | -- | -- | -- | -- |
| 324.67 | 0.843 | 3.84 | -- | 0.932 | -- | -- | -- | -0.715 | 12.5 | -- | -- | -- | -- |
| 354.64 | 0.88 | 3.86 | -- | -- | -0.497 | -- | -- | -0.717 | -- | 73 | 4531 | -- | -- |
| 379.24 | 0.909 | 3.86 | -- | -- | -- | -- | -- | -0.727 | -- | -- | -- | -- | -- |
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 | 281.30 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 8 | 1 |
| 2 | 282.42 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 8 | 3 |
| 3 | 283.17 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 8 | 1 |
| 4 | 283.44 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 8 | 6 |
| 9 | 283.98 | humidity | 70.0 | 4320 | > th | dose dependent | rect. | 10 | 1 |
| 21 | 286.06 | humidity | 80.0 | 4320 | < th | dose independent | rect. | 9 | 3 |
| 23 | 286.15 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 1 | 1 |
| 25 | 286.25 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 6 | 2 |
| 26 | 286.25 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 6 | 2 |
| 28 | 286.43 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 8 | 3 |
| 30 | 286.70 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 8 | 6 |
| 34 | 286.78 | humidity | 90.0 | 4320 | < th | dose dependent | rect. | 11 | 1 |
| 48 | 287.35 | temperature | 20.0 | 720 | > th | dose independent | rect. | 2 | 5 |
| 66 | 287.84 | temperature | 20.0 | 720 | > th | dose independent | rect. | 2 | 2 |
| 68 | 287.87 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 6 | 2 |
| 69 | 287.87 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 6 | 2 |
| 79 | 288.32 | temperature | 20.0 | 720 | > th | dose independent | rect. | 2 | 11 |
| 89 | 288.50 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 1 | 1 |
| 111 | 288.83 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 23 | 3 |
| 112 | 288.84 | temperature | 20.0 | 720 | < th | dose independent | rect. | 3 | 1 |
| 154 | 289.52 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 7 | 7 |
| 167 | 289.66 | temperature | 20.0 | 720 | < th | dose independent | rect. | 2 | 10 |
| 172 | 289.68 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 7 | 6 |
| 173 | 289.68 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 5 | 8 |
| 213 | 289.91 | humidity | 90.0 | 4320 | < th | dose dependent | rect. | 3 | 11 |
| 218 | 289.94 | humidity | 90.0 | 4320 | < th | dose dependent | rect. | 5 | 9 |
| 235 | 290.00 | humidity | 70.0 | 4320 | < th | dose independent | rect. | 7 | 6 |
| 277 | 290.16 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 23 | 3 |
| 282 | 290.19 | humidity | 70.0 | 4320 | > th | dose independent | sin | 5 | NA |
| 305 | 290.24 | humidity | 70.0 | 4320 | < th | dose independent | sin | 5 | NA |
| 327 | 290.31 | temperature | 20.0 | 720 | > th | dose independent | sin | 7 | NA |
| 404 | 290.61 | humidity | 90.0 | 4320 | < th | dose dependent | sin | 4 | NA |
| 407 | 290.62 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 5 | 5 |
| 410 | 290.62 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 5 | 5 |
| 444 | 290.69 | temperature | 20.0 | 720 | < th | dose independent | rect. | 2 | 5 |
| 469 | 290.80 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 5 | 5 |
| 474 | 290.82 | wind | 3.0 | 14400 | < th | dose independent | rect. | 23 | 3 |
| 483 | 290.85 | wind | 3.0 | 14400 | > th | dose independent | rect. | 23 | 3 |
| 488 | 290.87 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 6 | 3 |
| 538 | 291.08 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 6 | 3 |
| 623 | 291.29 | temperature | 20.0 | 720 | < th | dose independent | sin | 5 | NA |
| 627 | 291.30 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 5 | 5 |
| 631 | 291.32 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 4 | 9 |
| 632 | 291.32 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 4 | 9 |
| 671 | 291.41 | humidity | 50.0 | 4320 | > th | dose dependent | sin | 3 | NA |
| 674 | 291.43 | wind | 3.0 | 14400 | < th | dose independent | rect. | 1 | 1 |
| 679 | 291.44 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 1 | 6 |
| 701 | 291.53 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 4 | 9 |
| 745 | 291.70 | wind | 3.0 | 14400 | > th | dose independent | rect. | 1 | 1 |
| 752 | 291.70 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 22 | 7 |
| 865 | 292.04 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 2 | 2 |
| 891 | 292.07 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 4 | 9 |
| 901 | 292.09 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 12 | 3 |