Os05g0576700
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Oleosin family protein.
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Os05g0576700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Oleosin 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 = temperature,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130.05 | 0.536 | 7.87 | 3.16 | 2.58 | -1.62 | 0.7 | -0.126 | 0.358 | 6.6 | 12.5 | 14682 | -- | -- |
| 130.07 | 0.531 | 7.86 | 3.18 | 2.59 | -1.6 | 0.73 | -- | 0.36 | 6.6 | 12.4 | 14678 | -- | -- |
| 131.27 | 0.534 | 7.87 | 3.16 | 2.59 | -1.62 | -- | -0.138 | 0.351 | 6.58 | 12.5 | 14586 | -- | -- |
| 131.28 | 0.534 | 7.87 | 3.18 | 2.59 | -1.6 | -- | -- | 0.356 | 6.58 | 12.52 | 14593 | -- | -- |
| 474.65 | 1.01 | 7.93 | 3.46 | -- | -1.7 | -- | -0.000704 | 0.384 | -- | 12.7 | 20788 | -- | -- |
| 168.42 | 0.608 | 8.01 | 2.01 | 2.58 | -- | 0.71 | -- | -0.285 | 6.64 | -- | -- | -- | -- |
| 169.68 | 0.61 | 8.01 | 2.02 | 2.58 | -- | -- | -- | -0.287 | 6.61 | -- | -- | -- | -- |
| 474.61 | 1.01 | 7.92 | 3.43 | -- | -1.69 | -- | -- | 0.393 | -- | 12.4 | 20796 | -- | -- |
| 272.87 | 0.769 | 8.06 | -- | 2.67 | -0.335 | -- | -- | -0.399 | 6.55 | 28.61 | 8284 | -- | -- |
| 517.28 | 1.06 | 8.06 | 2.08 | -- | -- | -- | -- | -0.235 | -- | -- | -- | -- | -- |
| 277.46 | 0.779 | 8.06 | -- | 2.61 | -- | -- | -- | -0.513 | 6.57 | -- | -- | -- | -- |
| 601.87 | 1.15 | 8.1 | -- | -- | -1.1 | -- | -- | -0.405 | -- | 25 | 2012 | -- | -- |
| 631.84 | 1.17 | 8.12 | -- | -- | -- | -- | -- | -0.466 | -- | -- | -- | -- | -- |
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 | 124.27 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 6 | 1 |
| 2 | 125.18 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 3 | 1 |
| 6 | 125.85 | wind | 3.0 | 43200 | > th | dose independent | rect. | 8 | 1 |
| 8 | 125.94 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 8 | 1 |
| 10 | 126.29 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 8 | 1 |
| 12 | 126.33 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 3 | 1 |
| 14 | 126.47 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 24 | 8 |
| 16 | 126.69 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 17 | 1 |
| 18 | 126.73 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 24 | 8 |
| 20 | 126.77 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 24 | 8 |
| 23 | 126.77 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 24 | 8 |
| 46 | 127.15 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 17 | 1 |
| 49 | 127.17 | wind | 3.0 | 43200 | < th | dose independent | rect. | 8 | 1 |
| 60 | 127.25 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 3 | 6 |
| 67 | 127.37 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 3 | 6 |
| 68 | 127.38 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 3 | 6 |
| 69 | 127.38 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 3 | 6 |
| 82 | 127.45 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 5 | 4 |
| 85 | 127.49 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 18 | 8 |
| 107 | 127.63 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 3 | 11 |
| 115 | 127.69 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 6 | 1 |
| 122 | 127.71 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 5 | 4 |
| 149 | 127.83 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 16 | 4 |
| 153 | 127.83 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 16 | 4 |
| 162 | 127.89 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 16 | 2 |
| 163 | 127.89 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 16 | 4 |
| 178 | 127.98 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 7 | 2 |
| 186 | 128.00 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 5 | 4 |
| 206 | 128.11 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 18 | 1 |
| 223 | 128.20 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 22 | 10 |
| 226 | 128.21 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 4 | 4 |
| 238 | 128.22 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 4 | 4 |
| 239 | 128.22 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 13 | 7 |
| 240 | 128.22 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 13 | 7 |
| 241 | 128.22 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 13 | 7 |
| 246 | 128.24 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 3 | 2 |
| 249 | 128.24 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 3 | 2 |
| 250 | 128.25 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 5 | 4 |
| 253 | 128.25 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 5 | 4 |
| 258 | 128.31 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 15 | 5 |
| 286 | 128.47 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 5 | 1 |
| 318 | 128.52 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 7 | 13 |
| 320 | 128.52 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 13 | 7 |
| 321 | 128.53 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 7 | 1 |
| 330 | 128.55 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 15 | 17 |
| 336 | 128.57 | radiation | 1.0 | 14400 | > th | dose independent | sin | 10 | NA |
| 357 | 128.63 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 7 | 14 |
| 359 | 128.63 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 7 | 1 |
| 369 | 128.66 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 18 | 2 |
| 384 | 128.68 | temperature | 10.0 | 14400 | > th | dose dependent | rect. | 16 | 1 |
| 390 | 128.69 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 21 | 20 |
| 403 | 128.70 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 4 | 13 |
| 424 | 128.71 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 4 | 13 |
| 430 | 128.71 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 3 | 6 |
| 453 | 128.73 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 19 | 13 |
| 457 | 128.75 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 13 | 7 |
| 460 | 128.76 | radiation | 1.0 | 14400 | < th | dose independent | sin | 7 | NA |
| 472 | 128.78 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 16 | 1 |
| 477 | 128.79 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 2 | 18 |
| 563 | 128.90 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 16 | 1 |
| 591 | 128.92 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 11 | 10 |
| 612 | 128.94 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 16 | 1 |
| 618 | 128.94 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 9 | 23 |
| 619 | 128.94 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 16 | 1 |
| 627 | 128.95 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 15 | 5 |
| 651 | 129.01 | wind | 3.0 | 43200 | > th | dose independent | rect. | 3 | 1 |
| 658 | 129.01 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 17 | 15 |
| 689 | 129.05 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 24 | 10 |
| 713 | 129.09 | wind | 3.0 | 43200 | < th | dose independent | rect. | 3 | 1 |
| 723 | 129.09 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 16 | 2 |
| 732 | 129.11 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 7 | 7 |
| 744 | 129.13 | radiation | 1.0 | 14400 | > th | dose independent | no | NA | NA |
| 745 | 129.13 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 7 | 7 |
| 752 | 129.13 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 15 | 17 |
| 793 | 129.13 | precipitation | 0.1 | 43200 | > th | dose dependent | sin | 6 | NA |
| 829 | 129.17 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 11 | 10 |
| 836 | 129.18 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 7 | 13 |
| 839 | 129.19 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 18 | 3 |
| 863 | 129.24 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 7 | 23 |
| 894 | 129.27 | wind | 5.0 | 43200 | < th | dose independent | rect. | 5 | 1 |
| 909 | 129.27 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 5 | 1 |
| 994 | 129.35 | wind | 5.0 | 43200 | > th | dose independent | rect. | 5 | 1 |