Os03g0221800
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Conserved hypothetical protein.
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Os03g0221800 |
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 54.75 | 0.348 | 7.13 | 0.619 | 0.871 | -0.736 | -0.116 | -2.5 | 0.731 | 4.4 | 5.001 | 4321 | -- | -- |
| 58.25 | 0.355 | 7.19 | 0.601 | 0.859 | -0.481 | -0.0837 | -- | 0.692 | 4.32 | 4.8 | 4435 | -- | -- |
| 54.78 | 0.345 | 7.13 | 0.621 | 0.87 | -0.734 | -- | -2.51 | 0.732 | 4.39 | 5.001 | 4321 | -- | -- |
| 58.28 | 0.356 | 7.19 | 0.615 | 0.862 | -0.459 | -- | -- | 0.688 | 4.34 | 4.7 | 4426 | -- | -- |
| 90.06 | 0.444 | 7.19 | 0.654 | -- | -0.496 | -- | -0.467 | 0.708 | -- | 4.799 | 4675 | -- | -- |
| 60.91 | 0.366 | 7.19 | 0.758 | 0.871 | -- | -0.0837 | -- | 0.688 | 4.29 | -- | -- | -- | -- |
| 60.93 | 0.366 | 7.19 | 0.758 | 0.871 | -- | -- | -- | 0.689 | 4.29 | -- | -- | -- | -- |
| 90.68 | 0.445 | 7.2 | 0.664 | -- | -0.457 | -- | -- | 0.7 | -- | 4.7 | 4726 | -- | -- |
| 65.79 | 0.378 | 7.21 | -- | 0.877 | -0.662 | -- | -- | 0.655 | 4.23 | 7.6 | 12563 | -- | -- |
| 101.8 | 0.471 | 7.2 | 0.793 | -- | -- | -- | -- | 0.712 | -- | -- | -- | -- | -- |
| 76.09 | 0.408 | 7.21 | -- | 0.885 | -- | -- | -- | 0.604 | 4.27 | -- | -- | -- | -- |
| 101.69 | 0.47 | 7.2 | -- | -- | -1.04 | -- | -- | 0.746 | -- | 4.77 | 4751 | -- | -- |
| 118.39 | 0.508 | 7.22 | -- | -- | -- | -- | -- | 0.624 | -- | -- | -- | -- | -- |
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 | 52.14 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 8 | 1 |
| 3 | 53.04 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 20 | 7 |
| 7 | 53.32 | wind | 5.0 | 4320 | > th | dose independent | sin | 13 | NA |
| 8 | 53.33 | wind | 5.0 | 4320 | < th | dose independent | sin | 13 | NA |
| 10 | 53.37 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 6 | 2 |
| 11 | 53.37 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 6 | 2 |
| 12 | 53.40 | wind | 5.0 | 4320 | < th | dose independent | rect. | 17 | 10 |
| 16 | 53.49 | wind | 5.0 | 4320 | > th | dose independent | rect. | 17 | 10 |
| 17 | 53.53 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 5 |
| 18 | 53.53 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 5 |
| 19 | 53.53 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 5 |
| 29 | 53.64 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 7 | 1 |
| 33 | 53.64 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 7 | 1 |
| 37 | 53.65 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 13 |
| 42 | 53.68 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 3 | 13 |
| 43 | 53.68 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 3 | 13 |
| 45 | 53.70 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 2 | 6 |
| 46 | 53.71 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 3 | 13 |
| 57 | 53.77 | wind | 5.0 | 4320 | < th | dose independent | rect. | 20 | 1 |
| 59 | 53.77 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 2 | 15 |
| 60 | 53.77 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 7 | 7 |
| 62 | 53.77 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 2 | 15 |
| 65 | 53.78 | humidity | 80.0 | 4320 | > th | dose dependent | rect. | 5 | 6 |
| 67 | 53.78 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 1 | 11 |
| 71 | 53.79 | wind | 3.0 | 4320 | > th | dose dependent | rect. | 20 | 1 |
| 78 | 53.81 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 2 | 15 |
| 82 | 53.82 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 1 | 9 |
| 85 | 53.83 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 1 | 9 |
| 88 | 53.83 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 1 | 9 |
| 99 | 53.85 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 2 | 15 |
| 103 | 53.86 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 3 | 2 |
| 105 | 53.86 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 1 | 9 |
| 107 | 53.87 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 8 | 1 |
| 121 | 53.89 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 1 |
| 128 | 53.90 | wind | 5.0 | 4320 | > th | dose independent | rect. | 20 | 1 |
| 151 | 53.95 | humidity | 80.0 | 4320 | < th | dose independent | rect. | 9 | 3 |
| 179 | 54.01 | wind | 5.0 | 4320 | > th | dose independent | rect. | 20 | 4 |
| 199 | 54.05 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 1 | 12 |
| 202 | 54.05 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 1 | 12 |
| 216 | 54.08 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 1 |
| 221 | 54.08 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 1 |
| 238 | 54.10 | humidity | 80.0 | 4320 | < th | dose independent | rect. | 21 | 15 |
| 242 | 54.11 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 24 | 14 |
| 245 | 54.11 | humidity | 70.0 | 4320 | > th | dose dependent | rect. | 10 | 1 |
| 285 | 54.16 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 22 | 14 |
| 334 | 54.22 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 3 | NA |
| 335 | 54.22 | wind | 5.0 | 4320 | < th | dose independent | rect. | 20 | 4 |
| 341 | 54.22 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 3 | NA |
| 349 | 54.23 | wind | 1.0 | 43200 | > th | dose independent | rect. | 4 | 3 |
| 358 | 54.24 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 3 | NA |
| 362 | 54.24 | humidity | 80.0 | 270 | < th | dose independent | rect. | 21 | 17 |
| 366 | 54.25 | humidity | 90.0 | 1440 | > th | dose independent | sin | 3 | NA |
| 367 | 54.25 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 15 | 1 |
| 380 | 54.27 | humidity | 80.0 | 90 | < th | dose independent | rect. | 19 | 23 |
| 393 | 54.29 | humidity | 70.0 | 4320 | < th | dose independent | rect. | 15 | 1 |
| 399 | 54.29 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 24 | 17 |
| 417 | 54.31 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 24 | 14 |
| 423 | 54.32 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 14 | 2 |
| 424 | 54.32 | humidity | 80.0 | 4320 | > th | dose independent | rect. | 9 | 3 |
| 425 | 54.32 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 14 | 2 |
| 464 | 54.36 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 6 | 4 |
| 500 | 54.39 | wind | 5.0 | 4320 | > th | dose independent | rect. | 19 | 23 |
| 529 | 54.41 | wind | 5.0 | 4320 | < th | dose independent | rect. | 16 | 23 |
| 530 | 54.41 | wind | 5.0 | 4320 | < th | dose independent | rect. | 19 | 23 |
| 540 | 54.42 | wind | 5.0 | 4320 | > th | dose independent | rect. | 16 | 23 |
| 541 | 54.42 | humidity | 70.0 | 4320 | > th | dose dependent | sin | 5 | NA |
| 548 | 54.43 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 14 | 2 |
| 554 | 54.43 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 14 | 2 |
| 579 | 54.45 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 4 | NA |
| 596 | 54.47 | humidity | 90.0 | 1440 | < th | dose independent | sin | 4 | NA |
| 598 | 54.47 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 5 | 9 |
| 603 | 54.47 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
| 627 | 54.50 | wind | 5.0 | 4320 | > th | dose independent | rect. | 11 | 20 |
| 639 | 54.51 | wind | 5.0 | 4320 | > th | dose independent | rect. | 12 | 22 |
| 640 | 54.51 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 1 |
| 661 | 54.53 | wind | 7.0 | 4320 | < th | dose independent | rect. | 20 | 7 |
| 666 | 54.53 | wind | 5.0 | 4320 | > th | dose independent | rect. | 9 | 22 |
| 675 | 54.54 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 4 | 6 |
| 680 | 54.54 | wind | 5.0 | 4320 | > th | dose independent | rect. | 9 | 20 |
| 681 | 54.54 | wind | 5.0 | 4320 | < th | dose independent | rect. | 11 | 20 |
| 703 | 54.56 | wind | 5.0 | 4320 | > th | dose independent | rect. | 16 | 18 |
| 704 | 54.56 | wind | 5.0 | 4320 | < th | dose independent | rect. | 11 | 18 |
| 713 | 54.57 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 5 | 7 |
| 718 | 54.57 | wind | 5.0 | 4320 | < th | dose independent | rect. | 9 | 20 |
| 719 | 54.57 | wind | 5.0 | 4320 | < th | dose independent | rect. | 12 | 22 |
| 734 | 54.58 | wind | 5.0 | 4320 | > th | dose dependent | sin | 13 | NA |
| 757 | 54.60 | wind | 1.0 | 43200 | < th | dose independent | rect. | 4 | 3 |
| 759 | 54.60 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 8 | 6 |
| 768 | 54.60 | wind | 5.0 | 4320 | < th | dose independent | rect. | 16 | 18 |
| 769 | 54.60 | humidity | 80.0 | 270 | < th | dose independent | rect. | 17 | 21 |
| 770 | 54.60 | wind | 5.0 | 4320 | < th | dose independent | rect. | 9 | 22 |
| 802 | 54.61 | wind | 5.0 | 4320 | > th | dose independent | rect. | 14 | 23 |
| 803 | 54.61 | wind | 5.0 | 4320 | < th | dose independent | rect. | 14 | 23 |
| 819 | 54.62 | humidity | 80.0 | 90 | > th | dose independent | rect. | 16 | 21 |
| 854 | 54.64 | wind | 5.0 | 4320 | > th | dose independent | rect. | 6 | 23 |
| 855 | 54.64 | wind | 5.0 | 4320 | < th | dose independent | rect. | 6 | 23 |
| 889 | 54.66 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 4 | 13 |
| 967 | 54.70 | wind | 5.0 | 4320 | > th | dose independent | rect. | 14 | 20 |