Os03g0329900
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Phosphate starvation regulator protein (Regulatory protein of P- starvation acclimation response Psr1).
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Os03g0329900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Phosphate starvation regulator protein (Regulatory protein of P- starvation acclimation response Psr1).
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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 = precipitation,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 10.15 | 0.15 | 10.7 | -0.196 | 0.276 | 0.13 | 0.142 | 0.915 | 0.0922 | 5.75 | -0.2467 | 15572 | -- | -- |
| 10.77 | 0.153 | 10.7 | -0.183 | 0.288 | 0.249 | 0.0385 | -- | 0.127 | 5.73 | 0.5752 | 16981 | -- | -- |
| 10.19 | 0.149 | 10.7 | -0.195 | 0.277 | 0.131 | -- | 0.917 | 0.0917 | 5.75 | -0.2628 | 15572 | -- | -- |
| 10.54 | 0.151 | 10.7 | -0.231 | 0.284 | 0.333 | -- | -- | 0.116 | 5.67 | 0.5035 | 19516 | -- | -- |
| 14.18 | 0.175 | 10.7 | -0.188 | -- | 0.126 | -- | 0.934 | 0.0964 | -- | -0.5517 | 15576 | -- | -- |
| 12.91 | 0.168 | 10.8 | -0.0979 | 0.277 | -- | 0.171 | -- | 0.0816 | 5.76 | -- | -- | -- | -- |
| 12.98 | 0.169 | 10.8 | -0.0968 | 0.278 | -- | -- | -- | 0.0809 | 5.76 | -- | -- | -- | -- |
| 14.59 | 0.178 | 10.7 | -0.234 | -- | 0.337 | -- | -- | 0.121 | -- | 0.5 | 19558 | -- | -- |
| 11.45 | 0.158 | 10.7 | -- | 0.273 | 0.26 | -- | -- | 0.131 | 5.71 | 0.3589 | 15642 | -- | -- |
| 16.99 | 0.193 | 10.8 | -0.0882 | -- | -- | -- | -- | 0.0874 | -- | -- | -- | -- | -- |
| 13.23 | 0.17 | 10.7 | -- | 0.276 | -- | -- | -- | 0.0917 | 5.78 | -- | -- | -- | -- |
| 15.4 | 0.183 | 10.7 | -- | -- | 0.267 | -- | -- | 0.147 | -- | 0.358 | 15373 | -- | -- |
| 17.19 | 0.194 | 10.8 | -- | -- | -- | -- | -- | 0.0972 | -- | -- | -- | -- | -- |
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 | 9.52 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 15 | 2 |
| 2 | 9.52 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 15 | 2 |
| 3 | 9.52 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 15 | 2 |
| 7 | 9.55 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 2 |
| 13 | 9.65 | wind | 3.0 | 14400 | < th | dose independent | rect. | 3 | 1 |
| 17 | 9.73 | wind | 3.0 | 14400 | > th | dose independent | rect. | 3 | 1 |
| 19 | 9.73 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 11 | 6 |
| 20 | 9.74 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 11 | 6 |
| 21 | 9.74 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 11 | 6 |
| 23 | 9.75 | wind | 3.0 | 14400 | > th | dose independent | rect. | 3 | 3 |
| 25 | 9.75 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 15 | 5 |
| 26 | 9.75 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 14 | 6 |
| 29 | 9.75 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 15 | 5 |
| 42 | 9.78 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 11 | 9 |
| 43 | 9.78 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 11 | 9 |
| 44 | 9.78 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 11 |
| 45 | 9.78 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 11 |
| 47 | 9.78 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 11 | 9 |
| 48 | 9.78 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 11 |
| 71 | 9.80 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 3 | 16 |
| 72 | 9.80 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 3 | 17 |
| 75 | 9.80 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 3 | 16 |
| 88 | 9.83 | wind | 3.0 | 14400 | < th | dose independent | rect. | 24 | 6 |
| 89 | 9.83 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 17 |
| 92 | 9.84 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 10 | 7 |
| 127 | 9.87 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 18 | 1 |
| 152 | 9.90 | wind | 9.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
| 153 | 9.90 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 18 | 1 |
| 154 | 9.90 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 18 | 1 |
| 160 | 9.90 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 18 | 1 |
| 167 | 9.92 | wind | 3.0 | 14400 | > th | dose independent | rect. | 24 | 6 |
| 174 | 9.93 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 0 | NA |
| 175 | 9.93 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 0 | NA |
| 178 | 9.93 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 0 | NA |
| 182 | 9.94 | wind | 3.0 | 14400 | < th | dose independent | rect. | 2 | 7 |
| 184 | 9.94 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 13 |
| 188 | 9.95 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 1 | NA |
| 191 | 9.95 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 5 |
| 197 | 9.95 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 9 | 11 |
| 243 | 10.01 | wind | 3.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
| 261 | 10.02 | wind | 9.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
| 268 | 10.02 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 9 | 1 |
| 271 | 10.03 | wind | 3.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
| 273 | 10.03 | wind | 3.0 | 14400 | > th | dose independent | rect. | 24 | 9 |
| 319 | 10.06 | wind | 3.0 | 14400 | < th | dose independent | rect. | 21 | 9 |
| 382 | 10.09 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 9 | 1 |
| 395 | 10.09 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 3 | 7 |
| 434 | 10.13 | wind | 1.0 | 14400 | > th | dose independent | rect. | 8 | 2 |
| 435 | 10.13 | wind | 1.0 | 4320 | > th | dose independent | rect. | 17 | 2 |
| 448 | 10.13 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
| 464 | 10.14 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 7 | 3 |
| 468 | 10.15 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 6 | 1 |
| 476 | 10.16 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 3 | 3 |
| 486 | 10.17 | wind | 9.0 | 14400 | > th | dose independent | rect. | 7 | 4 |
| 489 | 10.17 | wind | 3.0 | 14400 | > th | dose independent | rect. | 21 | 9 |
| 528 | 10.19 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 24 | 13 |
| 534 | 10.20 | wind | 3.0 | 14400 | < th | dose independent | sin | 8 | NA |
| 563 | 10.22 | wind | 1.0 | 14400 | < th | dose independent | rect. | 8 | 2 |
| 576 | 10.22 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 3 | 1 |
| 585 | 10.23 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
| 603 | 10.23 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 23 |
| 612 | 10.24 | precipitation | 0.1 | 14400 | > th | dose dependent | no | NA | NA |
| 625 | 10.24 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 21 |
| 632 | 10.24 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 23 |
| 633 | 10.24 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 9 | 23 |
| 637 | 10.25 | radiation | 30.0 | 43200 | > th | dose independent | rect. | 11 | 1 |
| 638 | 10.25 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 7 | 3 |
| 656 | 10.25 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 19 |
| 658 | 10.25 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 9 | 21 |
| 668 | 10.25 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 23 |
| 670 | 10.26 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 20 | 1 |
| 675 | 10.26 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 3 | 6 |
| 687 | 10.26 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 5 | 23 |
| 691 | 10.27 | wind | 3.0 | 14400 | > th | dose independent | sin | 8 | NA |
| 703 | 10.27 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 17 |
| 758 | 10.29 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 7 | 1 |
| 761 | 10.29 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 3 |
| 771 | 10.29 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 3 |
| 799 | 10.30 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 3 | 4 |
| 828 | 10.31 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 20 | 1 |
| 830 | 10.31 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 8 | 2 |
| 835 | 10.31 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 2 | 8 |
| 848 | 10.31 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 24 | 13 |
| 862 | 10.32 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 3 |
| 863 | 10.32 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 7 |
| 881 | 10.32 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 7 |
| 910 | 10.33 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
| 914 | 10.33 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 7 |
| 927 | 10.33 | wind | 3.0 | 14400 | < th | dose dependent | sin | 7 | NA |
| 966 | 10.33 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 19 | 23 |
| 970 | 10.34 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
| 972 | 10.34 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 10 | 4 |