Os11g0525700
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Conserved hypothetical protein.
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Os11g0525700 |
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 79.47 | 0.419 | 10.1 | 1.67 | 2.28 | 0.994 | -0.632 | -0.276 | 0.338 | 17.6 | 7.108 | 4038 | -- | -- |
| 79.52 | 0.415 | 10.1 | 1.67 | 2.28 | 1.02 | -0.634 | -- | 0.344 | 17.6 | 7.196 | 4038 | -- | -- |
| 80.45 | 0.418 | 10.1 | 1.67 | 2.28 | 0.996 | -- | -0.305 | 0.336 | 17.6 | 7.2 | 4038 | -- | -- |
| 80.48 | 0.418 | 10.1 | 1.65 | 2.28 | 1.05 | -- | -- | 0.339 | 17.6 | 7.2 | 4038 | -- | -- |
| 347.42 | 0.868 | 10 | 1.57 | -- | 1.23 | -- | 0.0172 | 0.342 | -- | 7.1 | 4143 | -- | -- |
| 98.82 | 0.466 | 10 | 2.02 | 2.32 | -- | -0.792 | -- | 0.474 | 17.6 | -- | -- | -- | -- |
| 100.35 | 0.469 | 10 | 2.02 | 2.32 | -- | -- | -- | 0.471 | 17.6 | -- | -- | -- | -- |
| 346.48 | 0.867 | 10 | 1.49 | -- | 1.34 | -- | -- | 0.276 | -- | 7.253 | 4114 | -- | -- |
| 119.56 | 0.509 | 10.1 | -- | 2.35 | 1.54 | -- | -- | -0.0639 | 17.5 | 6.7 | 47520 | -- | -- |
| 379.88 | 0.911 | 10 | 1.95 | -- | -- | -- | -- | 0.415 | -- | -- | -- | -- | -- |
| 208.17 | 0.675 | 10.1 | -- | 2.29 | -- | -- | -- | 0.245 | 17.6 | -- | -- | -- | -- |
| 396.5 | 0.927 | 10.1 | -- | -- | 1.48 | -- | -- | -0.123 | -- | 7.464 | 47520 | -- | -- |
| 479.9 | 1.02 | 10.1 | -- | -- | -- | -- | -- | 0.199 | -- | -- | -- | -- | -- |
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 | 64.06 | wind | 7.0 | 270 | < th | dose independent | rect. | 7 | 20 |
| 2 | 64.71 | radiation | 10.0 | 270 | < th | dose independent | rect. | 3 | 4 |
| 4 | 65.46 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 3 | 4 |
| 8 | 66.00 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 20 |
| 9 | 66.00 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 20 |
| 12 | 66.34 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 22 |
| 14 | 66.41 | humidity | 70.0 | 270 | > th | dose independent | rect. | 3 | 4 |
| 15 | 66.53 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 3 | 4 |
| 17 | 66.58 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 4 |
| 18 | 66.58 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 4 |
| 20 | 66.58 | temperature | 30.0 | 270 | < th | dose independent | rect. | 3 | 4 |
| 21 | 66.58 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 4 |
| 23 | 66.58 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 4 |
| 26 | 66.58 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 20 |
| 27 | 66.70 | wind | 1.0 | 270 | > th | dose independent | rect. | 3 | 4 |
| 33 | 67.12 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 4 |
| 34 | 67.12 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 4 |
| 35 | 67.30 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 22 |
| 36 | 67.30 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 22 |
| 40 | 67.45 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 4 |
| 42 | 67.60 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 15 | 16 |
| 43 | 67.61 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 4 | 2 |
| 45 | 67.68 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 4 | 2 |
| 58 | 67.96 | wind | 9.0 | 270 | < th | dose independent | rect. | 4 | 2 |
| 59 | 67.96 | temperature | 10.0 | 270 | > th | dose independent | rect. | 4 | 2 |
| 61 | 67.96 | temperature | 30.0 | 270 | < th | dose independent | rect. | 4 | 2 |
| 62 | 67.96 | humidity | 50.0 | 270 | > th | dose independent | rect. | 4 | 2 |
| 65 | 67.96 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 4 | 2 |
| 71 | 67.96 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 22 |
| 84 | 68.09 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 4 | 2 |
| 85 | 68.09 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 4 | 2 |
| 116 | 68.52 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 3 | 4 |
| 123 | 68.74 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 5 | 3 |
| 131 | 68.92 | radiation | 20.0 | 270 | < th | dose independent | rect. | 15 | 16 |
| 144 | 69.28 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 5 | 4 |
| 153 | 69.42 | wind | 9.0 | 90 | < th | dose dependent | rect. | 5 | 3 |
| 154 | 69.48 | temperature | 15.0 | 270 | > th | dose independent | rect. | 17 | 14 |
| 155 | 69.49 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 4 | 2 |
| 156 | 69.53 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 10 |
| 160 | 69.54 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 3 | 4 |
| 198 | 69.93 | temperature | 15.0 | 270 | > th | dose independent | rect. | 12 | 10 |
| 230 | 70.01 | wind | 9.0 | 270 | < th | dose dependent | rect. | 3 | 4 |
| 231 | 70.01 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 3 | 10 |
| 233 | 70.03 | wind | 1.0 | 270 | > th | dose independent | rect. | 7 | 20 |
| 250 | 70.23 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 20 |
| 273 | 70.34 | radiation | 20.0 | 270 | < th | dose independent | rect. | 17 | 14 |
| 277 | 70.39 | wind | 9.0 | 270 | < th | dose dependent | rect. | 7 | 20 |
| 286 | 70.49 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 10 |
| 287 | 70.49 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 10 |
| 303 | 70.56 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 5 | 5 |
| 306 | 70.56 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 5 | 5 |
| 307 | 70.56 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 5 | 5 |
| 308 | 70.56 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 19 |
| 333 | 70.78 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 10 |
| 334 | 70.78 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 10 |
| 347 | 70.92 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 5 | 4 |
| 366 | 71.05 | humidity | 50.0 | 270 | > th | dose independent | rect. | 17 | 14 |
| 406 | 71.27 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 17 | 14 |
| 416 | 71.42 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 12 | 10 |
| 425 | 71.45 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 9 | 20 |
| 430 | 71.53 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 5 | 4 |
| 453 | 71.69 | wind | 9.0 | 270 | < th | dose independent | rect. | 17 | 14 |
| 454 | 71.70 | wind | 7.0 | 270 | < th | dose independent | rect. | 22 | 14 |
| 521 | 72.17 | wind | 9.0 | 90 | < th | dose dependent | rect. | 9 | 19 |
| 529 | 72.24 | radiation | 1.0 | 90 | > th | dose independent | rect. | 4 | 4 |
| 542 | 72.29 | radiation | 1.0 | 10 | > th | dose independent | rect. | 5 | 4 |
| 555 | 72.30 | wind | 9.0 | 1440 | < th | dose independent | rect. | 23 | 6 |
| 560 | 72.33 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 3 | 14 |
| 564 | 72.39 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 22 | 14 |
| 568 | 72.39 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 22 | 14 |
| 620 | 72.66 | wind | 9.0 | 1440 | < th | dose independent | rect. | 6 | 3 |
| 624 | 72.66 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 6 | 3 |
| 636 | 72.66 | radiation | 1.0 | 270 | < th | dose independent | rect. | 3 | 9 |
| 647 | 72.72 | radiation | 1.0 | 270 | < th | dose independent | rect. | 3 | 15 |
| 680 | 72.89 | temperature | 10.0 | 270 | > th | dose independent | rect. | 22 | 14 |
| 681 | 72.89 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 22 | 14 |
| 684 | 72.91 | wind | 5.0 | 270 | < th | dose independent | rect. | 20 | 7 |
| 710 | 73.05 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 9 | 20 |
| 750 | 73.18 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 10 |
| 756 | 73.22 | radiation | 1.0 | 270 | > th | dose independent | rect. | 7 | 10 |
| 772 | 73.34 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 3 |
| 784 | 73.38 | wind | 5.0 | 270 | < th | dose independent | rect. | 17 | 10 |
| 810 | 73.55 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 3 | 3 |
| 841 | 73.68 | radiation | 40.0 | 4320 | < th | dose dependent | rect. | 23 | 6 |
| 844 | 73.71 | humidity | 50.0 | 270 | > th | dose independent | rect. | 22 | 14 |
| 912 | 74.08 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 14 |
| 913 | 74.08 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 14 |
| 914 | 74.09 | temperature | 15.0 | 90 | > th | dose independent | rect. | 19 | 13 |
| 923 | 74.17 | wind | 5.0 | 90 | < th | dose independent | rect. | 22 | 7 |
| 928 | 74.18 | humidity | 50.0 | 30 | > th | dose independent | rect. | 9 | 20 |
| 932 | 74.21 | wind | 5.0 | 270 | < th | dose independent | rect. | 21 | 5 |
| 938 | 74.26 | wind | 9.0 | 270 | < th | dose dependent | rect. | 7 | 8 |
| 992 | 74.56 | wind | 1.0 | 270 | > th | dose independent | rect. | 12 | 10 |