Os03g0656100
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Conserved hypothetical protein.
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Os03g0656100 |
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 = wind,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 98.43 | 0.466 | 15.4 | -0.146 | 2.22 | -0.00382 | 1.38 | 2.86 | -0.583 | 19.3 | 0.9 | 51 | -- | -- |
| 101.18 | 0.468 | 15.4 | 0.0147 | 2.12 | 0.22 | 1.58 | -- | -0.561 | 19.3 | 2.499 | 427 | -- | -- |
| 103.52 | 0.474 | 15.4 | -0.175 | 2.22 | 0.0115 | -- | 2.96 | -0.581 | 19.3 | 0.9173 | 51 | -- | -- |
| 104.42 | 0.476 | 15.4 | 0.00999 | 2.1 | 0.544 | -- | -- | -0.617 | 19.3 | 0.09999 | 591 | -- | -- |
| 228.08 | 0.703 | 15.3 | 0.338 | -- | 1.73 | -- | 0.0822 | -0.704 | -- | 2.988 | 407 | -- | -- |
| 102.96 | 0.476 | 15.4 | -0.0826 | 2.24 | -- | 1.45 | -- | -0.564 | 19.3 | -- | -- | -- | -- |
| 108.64 | 0.488 | 15.4 | -0.114 | 2.24 | -- | -- | -- | -0.561 | 19.3 | -- | -- | -- | -- |
| 227.82 | 0.703 | 15.3 | 0.398 | -- | 1.77 | -- | -- | -0.676 | -- | 2.932 | 416 | -- | -- |
| 104.16 | 0.475 | 15.4 | -- | 2.1 | 0.588 | -- | -- | -0.621 | 19.2 | 0.1 | 621 | -- | -- |
| 374.88 | 0.905 | 15.3 | -0.153 | -- | -- | -- | -- | -0.599 | -- | -- | -- | -- | -- |
| 108.98 | 0.488 | 15.4 | -- | 2.24 | -- | -- | -- | -0.548 | 19.3 | -- | -- | -- | -- |
| 231.79 | 0.709 | 15.3 | -- | -- | 1.7 | -- | -- | -0.713 | -- | 2.9 | 416 | -- | -- |
| 375.5 | 0.904 | 15.3 | -- | -- | -- | -- | -- | -0.582 | -- | -- | -- | -- | -- |
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 | 96.39 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 24 | 4 |
| 4 | 96.69 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 1 |
| 5 | 96.76 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 1 |
| 6 | 96.82 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 1 |
| 7 | 96.82 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 1 |
| 8 | 96.84 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 8 | 2 |
| 9 | 96.89 | temperature | 25.0 | 90 | < th | dose independent | rect. | 24 | 16 |
| 11 | 96.97 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 23 | 6 |
| 13 | 97.05 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 24 | 1 |
| 15 | 97.11 | wind | 3.0 | 90 | < th | dose dependent | rect. | 4 | 19 |
| 18 | 97.20 | temperature | 25.0 | 90 | < th | dose independent | rect. | 24 | 4 |
| 19 | 97.21 | humidity | 80.0 | 30 | > th | dose dependent | rect. | 24 | 4 |
| 21 | 97.24 | wind | 1.0 | 270 | < th | dose independent | rect. | 23 | 2 |
| 23 | 97.25 | wind | 3.0 | 90 | < th | dose dependent | rect. | 4 | 11 |
| 25 | 97.26 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 4 | 6 |
| 27 | 97.26 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 18 | 12 |
| 34 | 97.30 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 2 |
| 39 | 97.33 | temperature | 25.0 | 270 | < th | dose independent | rect. | 22 | 17 |
| 40 | 97.33 | wind | 3.0 | 90 | < th | dose dependent | rect. | 4 | 7 |
| 44 | 97.35 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 17 | 13 |
| 46 | 97.36 | wind | 3.0 | 270 | < th | dose dependent | rect. | 2 | 20 |
| 47 | 97.37 | temperature | 25.0 | 10 | < th | dose independent | rect. | 24 | 17 |
| 48 | 97.37 | radiation | 40.0 | 14400 | > th | dose dependent | rect. | 14 | 2 |
| 75 | 97.42 | radiation | 20.0 | 14400 | < th | dose independent | rect. | 16 | 15 |
| 78 | 97.42 | wind | 3.0 | 90 | < th | dose dependent | rect. | 4 | 14 |
| 79 | 97.43 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 5 | 2 |
| 81 | 97.43 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 15 | 16 |
| 83 | 97.45 | temperature | 20.0 | 30 | > th | dose independent | rect. | 1 | 3 |
| 84 | 97.45 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 11 | 22 |
| 88 | 97.46 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 2 |
| 93 | 97.47 | radiation | 40.0 | 4320 | > th | dose independent | rect. | 15 | 1 |
| 109 | 97.47 | radiation | 40.0 | 30 | < th | dose independent | rect. | 4 | 20 |
| 123 | 97.51 | wind | 3.0 | 270 | < th | dose dependent | rect. | 4 | 2 |
| 130 | 97.52 | radiation | 20.0 | 14400 | < th | dose independent | rect. | 16 | 9 |
| 133 | 97.53 | radiation | 20.0 | 14400 | < th | dose independent | rect. | 16 | 3 |
| 139 | 97.53 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 14 | 19 |
| 144 | 97.54 | humidity | 90.0 | 30 | > th | dose independent | rect. | 24 | 4 |
| 159 | 97.55 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 13 | 16 |
| 160 | 97.56 | temperature | 30.0 | 90 | < th | dose independent | rect. | 4 | 20 |
| 161 | 97.56 | radiation | 10.0 | 14400 | < th | dose dependent | sin | 13 | NA |
| 163 | 97.56 | wind | 9.0 | 90 | < th | dose dependent | rect. | 4 | 11 |
| 179 | 97.58 | humidity | 50.0 | 14400 | > th | dose dependent | rect. | 6 | 3 |
| 189 | 97.61 | wind | 3.0 | 270 | < th | dose dependent | rect. | 23 | 2 |
| 198 | 97.62 | humidity | 50.0 | 14400 | > th | dose dependent | rect. | 7 | 1 |
| 208 | 97.64 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 20 | 23 |
| 218 | 97.66 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 14 | 23 |
| 224 | 97.66 | radiation | 20.0 | 14400 | < th | dose dependent | rect. | 15 | 4 |
| 235 | 97.66 | radiation | 1.0 | 14400 | > th | dose dependent | rect. | 16 | 14 |
| 242 | 97.67 | humidity | 70.0 | 14400 | < th | dose independent | no | NA | NA |
| 244 | 97.67 | temperature | 25.0 | 270 | > th | dose independent | rect. | 4 | 6 |
| 245 | 97.67 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 6 | 16 |
| 281 | 97.67 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 16 | 23 |
| 285 | 97.67 | radiation | 20.0 | 14400 | < th | dose dependent | rect. | 15 | 2 |
| 287 | 97.67 | humidity | 90.0 | 14400 | < th | dose dependent | rect. | 6 | 4 |
| 288 | 97.67 | radiation | 20.0 | 14400 | < th | dose dependent | rect. | 13 | 6 |
| 303 | 97.68 | temperature | 20.0 | 10 | > th | dose independent | rect. | 3 | 1 |
| 312 | 97.69 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 11 | 11 |
| 349 | 97.69 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 20 | 10 |
| 364 | 97.70 | radiation | 10.0 | 14400 | > th | dose dependent | rect. | 16 | 1 |
| 365 | 97.70 | radiation | 40.0 | 14400 | < th | dose dependent | rect. | 16 | 1 |
| 366 | 97.70 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 4 | 2 |
| 368 | 97.70 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 22 | 8 |
| 371 | 97.70 | wind | 3.0 | 270 | < th | dose dependent | rect. | 2 | 13 |
| 375 | 97.71 | humidity | 70.0 | 14400 | < th | dose independent | sin | 14 | NA |
| 377 | 97.71 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 6 | 13 |
| 391 | 97.71 | humidity | 90.0 | 14400 | < th | dose dependent | rect. | 7 | 1 |
| 397 | 97.71 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 24 | 6 |
| 399 | 97.71 | radiation | 40.0 | 14400 | < th | dose dependent | rect. | 16 | 9 |
| 410 | 97.72 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 10 | 23 |
| 415 | 97.72 | radiation | 40.0 | 14400 | < th | dose dependent | rect. | 16 | 3 |
| 418 | 97.72 | radiation | 40.0 | 14400 | < th | dose dependent | rect. | 16 | 5 |
| 420 | 97.72 | radiation | 40.0 | 14400 | < th | dose dependent | rect. | 16 | 7 |
| 428 | 97.72 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 24 | 17 |
| 519 | 97.75 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 4 | 20 |
| 618 | 97.77 | radiation | 1.0 | 10 | < th | dose independent | rect. | 24 | 17 |
| 619 | 97.77 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 15 | 18 |
| 623 | 97.77 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 15 | 22 |
| 714 | 97.80 | radiation | 1.0 | 14400 | > th | dose dependent | rect. | 14 | 5 |
| 763 | 97.82 | humidity | 70.0 | 14400 | > th | dose independent | sin | 12 | NA |
| 771 | 97.82 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 14 | 8 |
| 794 | 97.82 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 14 | 1 |
| 827 | 97.83 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 5 | 3 |
| 854 | 97.83 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 18 | 21 |
| 856 | 97.83 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 18 | 23 |
| 864 | 97.84 | humidity | 70.0 | 14400 | > th | dose independent | no | NA | NA |
| 883 | 97.84 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 6 | 17 |
| 888 | 97.84 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 20 | 18 |
| 931 | 97.85 | radiation | 30.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
| 966 | 97.85 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 3 | 1 |
| 996 | 97.87 | radiation | 20.0 | 14400 | < th | dose independent | sin | 15 | NA |
| 997 | 97.87 | temperature | 25.0 | 270 | < th | dose independent | rect. | 24 | 1 |
| 998 | 97.87 | temperature | 25.0 | 270 | > th | dose independent | rect. | 8 | 2 |