Os05g0393800
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Protein of unknown function DUF221 domain containing protein.
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Os05g0393800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Protein of unknown function DUF221 domain containing 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224.79 | 0.704 | 2.79 | 0.272 | 0.0988 | -0.642 | -0.435 | -1.45 | 0.178 | 3.66 | 19.7 | 1311 | -- | -- |
| 227.78 | 0.703 | 2.75 | 0.46 | 0.105 | -0.339 | -0.573 | -- | 0.232 | 3.39 | 21.07 | 1161 | -- | -- |
| 225.27 | 0.699 | 2.79 | 0.265 | 0.104 | -0.646 | -- | -1.51 | 0.18 | 2.1 | 19.7 | 1301 | -- | -- |
| 227.95 | 0.703 | 2.75 | 0.429 | 0.108 | -0.277 | -- | -- | 0.262 | 3.23 | 23.12 | 971 | -- | -- |
| 225.87 | 0.7 | 2.79 | 0.265 | -- | -0.633 | -- | -1.52 | 0.178 | -- | 19.72 | 1311 | -- | -- |
| 230.99 | 0.713 | 2.77 | 0.322 | 0.0753 | -- | -0.558 | -- | 0.144 | 3.85 | -- | -- | -- | -- |
| 231.87 | 0.713 | 2.77 | 0.33 | 0.0742 | -- | -- | -- | 0.147 | 2.53 | -- | -- | -- | -- |
| 228.62 | 0.704 | 2.75 | 0.435 | -- | -0.267 | -- | -- | 0.261 | -- | 23.1 | 971 | -- | -- |
| 232.58 | 0.71 | 2.76 | -- | 0.119 | -0.202 | -- | -- | 0.191 | 2.94 | 23.15 | 970 | -- | -- |
| 232.19 | 0.712 | 2.77 | 0.333 | -- | -- | -- | -- | 0.149 | -- | -- | -- | -- | -- |
| 234.74 | 0.717 | 2.78 | -- | 0.0806 | -- | -- | -- | 0.11 | 2.59 | -- | -- | -- | -- |
| 233.26 | 0.711 | 2.76 | -- | -- | -0.188 | -- | -- | 0.182 | -- | 23.1 | 966 | -- | -- |
| 235.12 | 0.716 | 2.78 | -- | -- | -- | -- | -- | 0.112 | -- | -- | -- | -- | -- |
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 | 213.71 | wind | 1.0 | 30 | < th | dose independent | rect. | 4 | 1 |
| 2 | 213.77 | wind | 1.0 | 30 | < th | dose dependent | rect. | 4 | 1 |
| 5 | 214.12 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 3 | 1 |
| 9 | 214.12 | precipitation | 0.1 | 10 | > th | dose dependent | rect. | 3 | 1 |
| 18 | 217.18 | wind | 1.0 | 10 | > th | dose dependent | rect. | 20 | 3 |
| 19 | 217.22 | wind | 3.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
| 21 | 217.38 | humidity | 80.0 | 10 | < th | dose dependent | rect. | 22 | 1 |
| 27 | 217.44 | wind | 5.0 | 30 | > th | dose independent | rect. | 21 | 1 |
| 37 | 217.89 | wind | 5.0 | 30 | > th | dose dependent | rect. | 21 | 14 |
| 48 | 218.50 | humidity | 80.0 | 10 | < th | dose independent | rect. | 21 | 1 |
| 52 | 218.51 | wind | 7.0 | 30 | > th | dose independent | rect. | 19 | 16 |
| 59 | 218.91 | humidity | 90.0 | 270 | < th | dose dependent | rect. | 2 | 8 |
| 78 | 219.45 | humidity | 90.0 | 90 | < th | dose dependent | rect. | 20 | 16 |
| 79 | 219.46 | humidity | 80.0 | 270 | < th | dose independent | rect. | 8 | 1 |
| 81 | 219.48 | humidity | 80.0 | 270 | < th | dose dependent | rect. | 20 | 14 |
| 89 | 219.62 | humidity | 60.0 | 270 | > th | dose dependent | rect. | 21 | 13 |
| 98 | 219.79 | humidity | 80.0 | 270 | < th | dose independent | rect. | 2 | 8 |
| 101 | 219.82 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 20 | 3 |
| 105 | 219.87 | humidity | 80.0 | 270 | > th | dose independent | rect. | 22 | 12 |
| 132 | 220.17 | wind | 3.0 | 90 | > th | dose dependent | rect. | 20 | 1 |
| 151 | 220.37 | wind | 7.0 | 30 | > th | dose independent | rect. | 21 | 14 |
| 162 | 220.42 | temperature | 20.0 | 10 | < th | dose dependent | rect. | 22 | 1 |
| 168 | 220.47 | humidity | 80.0 | 270 | < th | dose dependent | rect. | 9 | 1 |
| 180 | 220.56 | humidity | 80.0 | 270 | < th | dose independent | rect. | 5 | 5 |
| 195 | 220.67 | humidity | 70.0 | 90 | < th | dose independent | rect. | 10 | 1 |
| 199 | 220.68 | wind | 1.0 | 10 | < th | dose independent | rect. | 3 | 6 |
| 229 | 220.95 | humidity | 80.0 | 270 | < th | dose independent | rect. | 21 | 14 |
| 252 | 221.11 | humidity | 50.0 | 270 | > th | dose dependent | sin | 9 | NA |
| 266 | 221.20 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 19 | 4 |
| 269 | 221.21 | humidity | 80.0 | 270 | < th | dose independent | rect. | 18 | 17 |
| 283 | 221.29 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 3 | 5 |
| 304 | 221.29 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 18 | 1 |
| 310 | 221.30 | wind | 1.0 | 90 | > th | dose independent | rect. | 9 | 14 |
| 338 | 221.31 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 11 | 8 |
| 347 | 221.36 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 9 | 14 |
| 349 | 221.37 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 22 | 1 |
| 377 | 221.50 | humidity | 90.0 | 270 | < th | dose dependent | sin | 8 | NA |
| 386 | 221.55 | wind | 7.0 | 30 | > th | dose independent | rect. | 1 | 9 |
| 392 | 221.57 | wind | 7.0 | 30 | > th | dose independent | rect. | 3 | 7 |
| 394 | 221.57 | wind | 7.0 | 90 | > th | dose dependent | rect. | 1 | 9 |
| 408 | 221.60 | wind | 7.0 | 30 | > th | dose independent | rect. | 9 | 1 |
| 424 | 221.60 | wind | 7.0 | 90 | > th | dose dependent | rect. | 8 | 2 |
| 443 | 221.64 | humidity | 60.0 | 10 | > th | dose independent | sin | 8 | NA |
| 453 | 221.65 | radiation | 1.0 | 270 | < th | dose independent | rect. | 15 | 6 |
| 482 | 221.68 | humidity | 80.0 | 270 | > th | dose independent | sin | 8 | NA |
| 484 | 221.68 | wind | 1.0 | 10 | < th | dose dependent | rect. | 3 | 6 |
| 510 | 221.76 | wind | 7.0 | 10 | > th | dose dependent | rect. | 9 | 1 |
| 513 | 221.76 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 17 | 3 |
| 520 | 221.77 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 9 | 14 |
| 556 | 221.89 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
| 560 | 221.91 | atmosphere | 1010.0 | 720 | > th | dose independent | rect. | 11 | 1 |
| 617 | 222.07 | humidity | 80.0 | 270 | < th | dose independent | sin | 8 | NA |
| 626 | 222.09 | wind | 1.0 | 10 | < th | dose independent | rect. | 3 | 9 |
| 653 | 222.14 | radiation | 1.0 | 270 | > th | dose independent | sin | 21 | NA |
| 699 | 222.23 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 14 | 7 |
| 707 | 222.26 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 10 | 11 |
| 806 | 222.41 | humidity | 70.0 | 720 | > th | dose independent | rect. | 6 | 5 |
| 811 | 222.42 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 22 | 1 |
| 819 | 222.44 | wind | 9.0 | 90 | < th | dose independent | rect. | 9 | 14 |
| 824 | 222.45 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 9 | 14 |
| 875 | 222.49 | atmosphere | 1010.0 | 720 | > th | dose dependent | rect. | 10 | 1 |
| 881 | 222.50 | radiation | 10.0 | 270 | > th | dose independent | rect. | 11 | 20 |
| 897 | 222.52 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 23 | 2 |
| 899 | 222.52 | wind | 9.0 | 90 | < th | dose independent | rect. | 23 | 10 |
| 900 | 222.52 | temperature | 10.0 | 90 | > th | dose independent | rect. | 23 | 10 |
| 902 | 222.52 | humidity | 50.0 | 90 | > th | dose independent | rect. | 23 | 10 |
| 904 | 222.52 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 23 | 10 |
| 905 | 222.52 | temperature | 10.0 | 90 | > th | dose independent | rect. | 9 | 14 |
| 911 | 222.53 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 19 | 4 |
| 923 | 222.56 | radiation | 40.0 | 90 | < th | dose independent | rect. | 23 | 10 |
| 933 | 222.58 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 24 | 10 |
| 964 | 222.65 | wind | 1.0 | 10 | < th | dose independent | rect. | 3 | 15 |