Os07g0191000
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Inositol monophosphatase family protein.
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Os07g0191000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Inositol monophosphatase 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 = radiation,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 59.69 | 0.363 | 11.3 | 0.0828 | 1.05 | 0.813 | 0.772 | 1.11 | -0.241 | 19.1 | 16.61 | 126 | -- | -- |
| 61.4 | 0.365 | 11.3 | 0.0836 | 1.03 | 0.675 | 0.662 | -- | -0.236 | 19 | 12.85 | 151 | -- | -- |
| 61.19 | 0.364 | 11.3 | 0.0712 | 1.05 | 0.791 | -- | 0.969 | -0.238 | 19 | 17.08 | 127 | -- | -- |
| 62.5 | 0.368 | 11.3 | 0.0722 | 1.04 | 0.693 | -- | -- | -0.239 | 19.1 | 11.59 | 140 | -- | -- |
| 78.2 | 0.412 | 11.3 | 0.000636 | -- | 1.22 | -- | 0.349 | -0.337 | -- | -6.283 | 733 | -- | -- |
| 68.68 | 0.389 | 11.3 | 0.0871 | 1.1 | -- | 0.693 | -- | -0.202 | 18 | -- | -- | -- | -- |
| 69.85 | 0.391 | 11.3 | 0.0813 | 1.11 | -- | -- | -- | -0.199 | 18 | -- | -- | -- | -- |
| 78.37 | 0.412 | 11.3 | -0.0139 | -- | 1.23 | -- | -- | -0.343 | -- | -6.924 | 732 | -- | -- |
| 62.64 | 0.369 | 11.3 | -- | 1.04 | 0.703 | -- | -- | -0.245 | 19.1 | 10 | 140 | -- | -- |
| 133.27 | 0.539 | 11.3 | 0.0487 | -- | -- | -- | -- | -0.225 | -- | -- | -- | -- | -- |
| 70.03 | 0.391 | 11.3 | -- | 1.1 | -- | -- | -- | -0.208 | 18 | -- | -- | -- | -- |
| 78.37 | 0.412 | 11.3 | -- | -- | 1.23 | -- | -- | -0.341 | -- | -7.74 | 731 | -- | -- |
| 133.33 | 0.539 | 11.3 | -- | -- | -- | -- | -- | -0.23 | -- | -- | -- | -- | -- |
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 | 56.40 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 9 | 6 |
| 2 | 56.62 | radiation | 40.0 | 10 | < th | dose independent | rect. | 6 | 14 |
| 5 | 56.81 | humidity | 80.0 | 90 | < th | dose independent | rect. | 9 | 6 |
| 7 | 56.88 | radiation | 40.0 | 270 | < th | dose independent | rect. | 3 | 14 |
| 9 | 57.16 | humidity | 90.0 | 90 | < th | dose dependent | rect. | 8 | 7 |
| 14 | 57.23 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 14 |
| 18 | 57.29 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 6 | 14 |
| 23 | 57.49 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 9 | 6 |
| 24 | 57.49 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 3 | 14 |
| 26 | 57.56 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 6 | 14 |
| 30 | 57.70 | humidity | 70.0 | 90 | > th | dose independent | rect. | 5 | 14 |
| 33 | 57.78 | humidity | 80.0 | 10 | < th | dose independent | rect. | 9 | 6 |
| 38 | 57.93 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 9 | 3 |
| 39 | 57.93 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 6 | 13 |
| 55 | 58.16 | radiation | 1.0 | 270 | > th | dose dependent | rect. | 8 | 5 |
| 57 | 58.18 | humidity | 90.0 | 90 | < th | dose dependent | rect. | 20 | 19 |
| 63 | 58.23 | humidity | 80.0 | 270 | < th | dose independent | rect. | 22 | 16 |
| 74 | 58.35 | humidity | 80.0 | 270 | < th | dose independent | rect. | 18 | 20 |
| 76 | 58.38 | radiation | 40.0 | 90 | < th | dose independent | rect. | 21 | 23 |
| 92 | 58.49 | radiation | 10.0 | 270 | > th | dose independent | rect. | 8 | 6 |
| 106 | 58.57 | radiation | 1.0 | 270 | > th | dose dependent | rect. | 17 | 20 |
| 160 | 58.79 | humidity | 90.0 | 90 | < th | dose dependent | rect. | 1 | 14 |
| 197 | 58.96 | radiation | 40.0 | 270 | < th | dose independent | rect. | 11 | 21 |
| 237 | 59.11 | radiation | 1.0 | 10 | > th | dose dependent | rect. | 9 | 6 |
| 267 | 59.19 | temperature | 15.0 | 90 | > th | dose independent | rect. | 9 | 6 |
| 272 | 59.19 | radiation | 1.0 | 90 | > th | dose dependent | rect. | 9 | 9 |
| 296 | 59.24 | humidity | 70.0 | 90 | > th | dose independent | sin | 3 | NA |
| 316 | 59.30 | radiation | 30.0 | 90 | < th | dose independent | rect. | 13 | 22 |
| 362 | 59.36 | humidity | 90.0 | 270 | < th | dose dependent | rect. | 9 | 2 |
| 377 | 59.40 | humidity | 70.0 | 270 | > th | dose dependent | rect. | 3 | 15 |
| 400 | 59.43 | radiation | 1.0 | 10 | > th | dose dependent | rect. | 9 | 21 |
| 407 | 59.46 | radiation | 1.0 | 270 | > th | dose dependent | sin | 5 | NA |
| 426 | 59.50 | radiation | 1.0 | 10 | > th | dose dependent | rect. | 9 | 9 |
| 455 | 59.57 | radiation | 40.0 | 270 | < th | dose dependent | sin | 5 | NA |
| 456 | 59.58 | humidity | 80.0 | 270 | < th | dose independent | sin | 4 | NA |
| 458 | 59.58 | humidity | 60.0 | 90 | > th | dose dependent | sin | 1 | NA |
| 504 | 59.68 | wind | 7.0 | 90 | < th | dose independent | rect. | 9 | 6 |
| 527 | 59.69 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 20 | 19 |
| 633 | 59.81 | humidity | 80.0 | 270 | > th | dose independent | rect. | 3 | 8 |
| 684 | 59.88 | radiation | 30.0 | 10 | < th | dose independent | rect. | 21 | 23 |
| 698 | 59.91 | radiation | 1.0 | 90 | > th | dose dependent | sin | 23 | NA |
| 708 | 59.93 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 9 | 6 |
| 711 | 59.93 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 9 | 6 |
| 749 | 59.98 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 3 | 7 |
| 769 | 59.99 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 21 | 23 |
| 774 | 60.01 | humidity | 70.0 | 90 | > th | dose independent | rect. | 5 | 6 |
| 778 | 60.01 | radiation | 40.0 | 10 | < th | dose dependent | sin | 21 | NA |
| 794 | 60.04 | wind | 1.0 | 90 | > th | dose independent | rect. | 9 | 6 |
| 801 | 60.05 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 9 | 6 |
| 802 | 60.05 | temperature | 10.0 | 90 | > th | dose independent | rect. | 15 | 18 |
| 811 | 60.06 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 21 | 23 |
| 812 | 60.07 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 9 | 6 |
| 818 | 60.08 | radiation | 40.0 | 90 | < th | dose dependent | sin | 23 | NA |
| 878 | 60.16 | humidity | 90.0 | 10 | < th | dose independent | rect. | 4 | 5 |
| 893 | 60.18 | radiation | 20.0 | 270 | < th | dose independent | sin | 6 | NA |
| 916 | 60.20 | radiation | 40.0 | 90 | < th | dose independent | no | NA | NA |
| 957 | 60.23 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 16 | 23 |
| 961 | 60.23 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 16 | 23 |
| 963 | 60.24 | wind | 9.0 | 90 | < th | dose independent | rect. | 15 | 18 |
| 986 | 60.26 | radiation | 40.0 | 90 | > th | dose independent | rect. | 9 | 6 |
| 994 | 60.27 | wind | 7.0 | 10 | < th | dose independent | rect. | 9 | 6 |