Os02g0732900
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Protein of unknown function DUF794, plant family protein.
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Os02g0732900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Protein of unknown function DUF794, plant 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 = sin)
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 42.12 | 0.305 | 12 | -0.728 | 1.59 | -1.86 | -0.93 | -1.56 | -0.345 | 15.1 | 0.5501 | 264 | 20.8 | -- |
| 44.93 | 0.312 | 12 | -0.672 | 1.53 | -1.76 | -0.409 | -- | -0.351 | 15 | 1.367 | 251 | 21.2 | -- |
| 43.98 | 0.309 | 12.1 | -0.733 | 1.66 | -1.75 | -- | -0.892 | -0.367 | 15.2 | 0.6482 | 251 | 20.7 | -- |
| 45.11 | 0.313 | 12.1 | -0.688 | 1.66 | -1.67 | -- | -- | -0.362 | 15.2 | 1.229 | 242 | 20.9 | -- |
| 57.52 | 0.353 | 12 | -0.608 | -- | -2.6 | -- | -0.0697 | -0.349 | -- | 5.6 | 287 | 2.25 | -- |
| 89.3 | 0.443 | 12.1 | -0.595 | 2.63 | -- | 0.216 | -- | -0.345 | 16 | -- | -- | -- | -- |
| 89.43 | 0.443 | 12.1 | -0.592 | 2.63 | -- | -- | -- | -0.343 | 15.9 | -- | -- | -- | -- |
| 56.79 | 0.351 | 12 | -0.626 | -- | -2.65 | -- | -- | -0.33 | -- | 2.242 | 305 | 2.02 | -- |
| 57.37 | 0.353 | 12 | -- | 1.61 | -1.68 | -- | -- | -0.297 | 15.1 | 1.714 | 235 | 21.4 | -- |
| 469.03 | 1.01 | 12.1 | -0.7 | -- | -- | -- | -- | -0.414 | -- | -- | -- | -- | -- |
| 98.66 | 0.465 | 12.1 | -- | 2.65 | -- | -- | -- | -0.277 | 15.9 | -- | -- | -- | -- |
| 66.49 | 0.38 | 12 | -- | -- | -2.62 | -- | -- | -0.276 | -- | 8.785 | 263 | 2.21 | -- |
| 481.95 | 1.02 | 12 | -- | -- | -- | -- | -- | -0.336 | -- | -- | -- | -- | -- |
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 | 34.03 | wind | 9.0 | 270 | < th | dose independent | rect. | 5 | 21 |
| 2 | 34.19 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 3 |
| 3 | 34.19 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 3 |
| 4 | 34.22 | wind | 9.0 | 90 | < th | dose dependent | rect. | 3 | 4 |
| 8 | 34.66 | wind | 9.0 | 90 | < th | dose independent | rect. | 7 | 20 |
| 10 | 34.96 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 5 |
| 11 | 34.96 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 5 |
| 12 | 34.98 | wind | 5.0 | 90 | < th | dose independent | rect. | 3 | 4 |
| 15 | 35.30 | temperature | 10.0 | 270 | > th | dose independent | rect. | 2 | 3 |
| 17 | 35.30 | temperature | 30.0 | 270 | < th | dose independent | rect. | 2 | 3 |
| 18 | 35.30 | humidity | 50.0 | 270 | > th | dose independent | rect. | 2 | 3 |
| 21 | 35.30 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 2 | 3 |
| 22 | 35.30 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 2 | 3 |
| 24 | 35.30 | radiation | 20.0 | 270 | < th | dose independent | rect. | 2 | 3 |
| 27 | 35.30 | temperature | 10.0 | 270 | > th | dose independent | rect. | 5 | 21 |
| 28 | 35.31 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 2 | 3 |
| 31 | 35.33 | radiation | 1.0 | 270 | < th | dose independent | rect. | 2 | 3 |
| 46 | 35.55 | temperature | 10.0 | 90 | > th | dose independent | rect. | 7 | 20 |
| 48 | 35.58 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 21 |
| 49 | 35.58 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 21 |
| 54 | 35.70 | wind | 7.0 | 270 | < th | dose independent | rect. | 1 | 5 |
| 56 | 35.82 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 19 |
| 57 | 35.82 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 19 |
| 58 | 35.91 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 3 | 4 |
| 61 | 36.01 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 1 | 5 |
| 62 | 36.02 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 5 |
| 64 | 36.02 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 5 |
| 65 | 36.02 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 5 |
| 68 | 36.02 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 5 |
| 69 | 36.02 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 1 | 5 |
| 70 | 36.02 | radiation | 20.0 | 270 | < th | dose independent | rect. | 1 | 5 |
| 93 | 37.27 | wind | 9.0 | 270 | < th | dose dependent | rect. | 1 | 5 |
| 123 | 38.06 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 1 | 5 |
| 126 | 38.48 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 2 | 3 |
| 132 | 39.05 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 10 |
| 137 | 39.07 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 1 | 10 |
| 153 | 39.44 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 1 | 17 |
| 180 | 40.08 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 1 | 5 |
| 196 | 40.67 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 7 | 20 |
| 259 | 41.31 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 7 | 20 |
| 260 | 41.34 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 3 | 4 |
| 266 | 41.48 | wind | 9.0 | 90 | < th | dose dependent | rect. | 7 | 20 |
| 374 | 42.60 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 3 | 4 |
| 375 | 42.60 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 3 | 4 |
| 382 | 42.78 | wind | 9.0 | 10 | < th | dose independent | rect. | 7 | 21 |
| 407 | 42.92 | wind | 1.0 | 270 | > th | dose independent | rect. | 1 | 4 |
| 412 | 42.96 | radiation | 1.0 | 270 | < th | dose dependent | sin | 3 | NA |
| 414 | 43.01 | wind | 5.0 | 10 | < th | dose independent | rect. | 3 | 4 |
| 458 | 43.50 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 7 | 20 |
| 459 | 43.50 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 7 | 20 |
| 474 | 43.63 | temperature | 10.0 | 10 | > th | dose independent | rect. | 4 | 3 |
| 476 | 43.63 | temperature | 30.0 | 10 | < th | dose independent | rect. | 4 | 3 |
| 477 | 43.63 | humidity | 50.0 | 10 | > th | dose independent | rect. | 4 | 3 |
| 480 | 43.63 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 4 | 3 |
| 481 | 43.63 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 4 | 3 |
| 482 | 43.63 | radiation | 20.0 | 10 | < th | dose independent | rect. | 4 | 3 |
| 486 | 43.63 | temperature | 10.0 | 10 | > th | dose independent | rect. | 7 | 21 |
| 555 | 44.23 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 4 |
| 585 | 44.64 | wind | 1.0 | 270 | > th | dose independent | rect. | 3 | 1 |
| 618 | 45.11 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 3 | 4 |
| 619 | 45.14 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 2 | 3 |
| 633 | 45.41 | wind | 1.0 | 270 | > th | dose independent | rect. | 6 | 19 |
| 646 | 45.60 | radiation | 1.0 | 270 | < th | dose independent | sin | 4 | NA |
| 673 | 45.97 | radiation | 1.0 | 270 | > th | dose independent | sin | 4 | NA |
| 674 | 45.99 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 7 | 20 |
| 700 | 46.11 | wind | 9.0 | 1440 | < th | dose independent | rect. | 4 | 4 |
| 701 | 46.11 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 4 |
| 704 | 46.11 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 4 | 4 |
| 708 | 46.11 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 4 | 4 |
| 713 | 46.11 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 4 | 4 |
| 714 | 46.11 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 4 | 4 |
| 716 | 46.11 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 8 | 20 |
| 798 | 46.79 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 3 | 5 |
| 835 | 47.13 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 7 | 21 |
| 836 | 47.15 | wind | 9.0 | 270 | < th | dose independent | rect. | 20 | 14 |
| 837 | 47.15 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 15 | 16 |
| 864 | 47.26 | humidity | 50.0 | 270 | > th | dose independent | rect. | 20 | 14 |
| 876 | 47.36 | humidity | 50.0 | 270 | > th | dose independent | rect. | 6 | 19 |
| 877 | 47.37 | temperature | 10.0 | 270 | > th | dose independent | rect. | 10 | 10 |
| 878 | 47.37 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 10 | 10 |
| 879 | 47.37 | temperature | 10.0 | 270 | > th | dose independent | rect. | 20 | 14 |
| 880 | 47.37 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 20 | 14 |
| 936 | 47.96 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 7 | 20 |
| 968 | 48.32 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 7 | 20 |