Os10g0318700
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Hypothetical protein.
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Os10g0318700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : 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 = precipitation,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104.33 | 0.48 | 8.02 | -1.06 | 0.475 | -0.0225 | 0.632 | -3.47 | 0.591 | 13.9 | 0.2218 | 3470 | -- | -- |
| 104.5 | 0.476 | 8.05 | -0.845 | 0.425 | -0.477 | 0.568 | -- | 0.675 | 13.8 | 0.8309 | 22675 | -- | -- |
| 105.47 | 0.478 | 8.01 | -1.01 | 0.488 | 0.0942 | -- | -3.11 | 0.6 | 14 | 0.4669 | 2980 | -- | -- |
| 105.07 | 0.477 | 8.04 | -0.943 | 0.437 | -0.495 | -- | -- | 0.731 | 13.9 | 0.8378 | 22710 | -- | -- |
| 119.47 | 0.509 | 8.02 | -1 | -- | 0.0928 | -- | -2.92 | 0.589 | -- | 0.5135 | 2997 | -- | -- |
| 113.31 | 0.499 | 8.06 | -0.894 | 0.449 | -- | 0.602 | -- | 0.58 | 13.9 | -- | -- | -- | -- |
| 114.66 | 0.501 | 8.06 | -0.875 | 0.453 | -- | -- | -- | 0.584 | 14.1 | -- | -- | -- | -- |
| 116.21 | 0.502 | 8.03 | -1.01 | -- | -0.567 | -- | -- | 0.727 | -- | 1 | 22948 | -- | -- |
| 126.29 | 0.523 | 8 | -- | 0.462 | -0.424 | -- | -- | 0.879 | 14.1 | 0.4165 | 46153 | -- | -- |
| 126.96 | 0.526 | 8.07 | -0.894 | -- | -- | -- | -- | 0.573 | -- | -- | -- | -- | -- |
| 134.85 | 0.543 | 8.04 | -- | 0.47 | -- | -- | -- | 0.682 | 14.2 | -- | -- | -- | -- |
| 138.1 | 0.547 | 8 | -- | -- | -0.456 | -- | -- | 0.876 | -- | 0.408 | 46104 | -- | -- |
| 148.05 | 0.568 | 8.05 | -- | -- | -- | -- | -- | 0.673 | -- | -- | -- | -- | -- |
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 | 98.59 | wind | 1.0 | 270 | < th | dose dependent | rect. | 22 | 1 |
| 2 | 99.22 | wind | 1.0 | 270 | < th | dose independent | rect. | 22 | 1 |
| 4 | 100.67 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 9 | 2 |
| 8 | 101.23 | wind | 5.0 | 1440 | < th | dose independent | rect. | 6 | 2 |
| 10 | 101.31 | wind | 5.0 | 1440 | > th | dose independent | rect. | 4 | 6 |
| 11 | 101.34 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 11 | 3 |
| 13 | 101.42 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 19 | 8 |
| 14 | 101.43 | wind | 5.0 | 1440 | > th | dose independent | rect. | 6 | 2 |
| 15 | 101.45 | wind | 5.0 | 1440 | < th | dose independent | rect. | 4 | 6 |
| 16 | 101.47 | wind | 5.0 | 1440 | > th | dose independent | rect. | 5 | 4 |
| 17 | 101.47 | wind | 5.0 | 1440 | < th | dose independent | rect. | 5 | 4 |
| 22 | 101.63 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 11 | 3 |
| 27 | 101.68 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 19 | 5 |
| 32 | 101.72 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 11 | 3 |
| 33 | 101.72 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 5 | 4 |
| 44 | 101.72 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 11 | 3 |
| 45 | 101.73 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 23 | 10 |
| 48 | 101.74 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 19 | 14 |
| 50 | 101.75 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 2 | 7 |
| 55 | 101.77 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 5 | 4 |
| 64 | 101.80 | wind | 5.0 | 1440 | > th | dose dependent | rect. | 3 | 7 |
| 84 | 101.92 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 19 | 20 |
| 130 | 102.00 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 4 | 2 |
| 131 | 102.00 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 20 | 10 |
| 132 | 102.00 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 4 | 2 |
| 133 | 102.00 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 20 | 10 |
| 136 | 102.02 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 20 | 10 |
| 154 | 102.07 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 19 | 20 |
| 158 | 102.07 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 19 | 20 |
| 162 | 102.08 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 19 | 20 |
| 212 | 102.25 | wind | 5.0 | 1440 | > th | dose dependent | rect. | 6 | 2 |
| 222 | 102.27 | wind | 1.0 | 30 | < th | dose dependent | rect. | 22 | 4 |
| 235 | 102.31 | wind | 1.0 | 30 | < th | dose dependent | rect. | 17 | 9 |
| 239 | 102.33 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 20 | 13 |
| 241 | 102.33 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 20 | 13 |
| 246 | 102.36 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 6 | 1 |
| 251 | 102.38 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 6 | 1 |
| 253 | 102.38 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 18 | 10 |
| 255 | 102.38 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 18 | 10 |
| 265 | 102.43 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 18 | 10 |
| 305 | 102.58 | radiation | 1.0 | 1440 | > th | dose independent | sin | 8 | NA |
| 306 | 102.58 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 21 | 17 |
| 319 | 102.62 | radiation | 1.0 | 1440 | < th | dose independent | sin | 8 | NA |
| 323 | 102.65 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 21 | 17 |
| 325 | 102.65 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 21 | 17 |
| 340 | 102.74 | wind | 9.0 | 14400 | < th | dose independent | rect. | 9 | 2 |
| 387 | 102.83 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 4 | 2 |
| 391 | 102.83 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 4 | 2 |
| 410 | 102.86 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 18 | 5 |
| 415 | 102.86 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 18 | 5 |
| 418 | 102.87 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 18 | 5 |
| 425 | 102.88 | wind | 9.0 | 14400 | > th | dose independent | rect. | 9 | 2 |
| 528 | 103.07 | precipitation | 0.1 | 1440 | < th | dose independent | sin | 8 | NA |
| 531 | 103.07 | precipitation | 0.1 | 1440 | < th | dose dependent | sin | 8 | NA |
| 551 | 103.12 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 4 | 5 |
| 556 | 103.12 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 4 | 5 |
| 566 | 103.15 | precipitation | 0.1 | 1440 | > th | dose independent | sin | 8 | NA |
| 629 | 103.27 | wind | 9.0 | 1440 | > th | dose independent | rect. | 9 | 1 |
| 656 | 103.32 | wind | 7.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
| 658 | 103.32 | wind | 7.0 | 1440 | > th | dose dependent | rect. | 3 | 1 |
| 689 | 103.36 | wind | 9.0 | 1440 | < th | dose independent | rect. | 9 | 1 |
| 744 | 103.54 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 4 | 10 |
| 746 | 103.54 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 4 | 10 |
| 780 | 103.64 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 4 | 10 |
| 804 | 103.71 | radiation | 40.0 | 4320 | > th | dose independent | rect. | 7 | 3 |
| 847 | 103.78 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 2 | 1 |
| 904 | 103.88 | humidity | 50.0 | 1440 | > th | dose dependent | rect. | 6 | 1 |
| 923 | 103.92 | wind | 1.0 | 30 | < th | dose dependent | rect. | 14 | 12 |
| 938 | 103.94 | wind | 1.0 | 270 | < th | dose dependent | rect. | 17 | 7 |
| 941 | 103.95 | precipitation | 0.1 | 4320 | < th | dose independent | sin | 12 | NA |
| 944 | 103.95 | precipitation | 0.1 | 4320 | < th | dose dependent | sin | 12 | NA |
| 945 | 103.95 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 23 | 6 |
| 951 | 103.97 | precipitation | 0.1 | 4320 | > th | dose independent | sin | 12 | NA |