Os12g0577800
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Protein of unknown function DUF863, plant family protein.
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Os12g0577800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Protein of unknown function DUF863, 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 = temperature,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 47.26 | 0.323 | 10.2 | 1.01 | 1.71 | -0.597 | 1.09 | 1.19 | 0.582 | 17 | 26.5 | 802 | -- | -- |
| 49.59 | 0.328 | 10.2 | 0.872 | 1.69 | -0.468 | 1.18 | -- | 0.542 | 16.9 | 26.4 | 810 | -- | -- |
| 50.23 | 0.33 | 10.1 | 1.09 | 1.72 | -0.618 | -- | 1.49 | 0.605 | 17 | 26.51 | 799 | -- | -- |
| 52.32 | 0.337 | 10.2 | 0.745 | 1.7 | -0.524 | -- | -- | 0.491 | 17 | 26.52 | 801 | -- | -- |
| 155.41 | 0.584 | 10.2 | 0.491 | -- | 0.608 | -- | 0.516 | 0.182 | -- | 26.3 | 2651 | -- | -- |
| 56.38 | 0.352 | 10.2 | 0.565 | 1.59 | -- | 1.16 | -- | 0.375 | 16.5 | -- | -- | -- | -- |
| 59.99 | 0.363 | 10.2 | 0.574 | 1.59 | -- | -- | -- | 0.381 | 16.5 | -- | -- | -- | -- |
| 156.4 | 0.585 | 10.2 | 0.372 | -- | 0.623 | -- | -- | 0.147 | -- | 26.3 | 2651 | -- | -- |
| 65.31 | 0.376 | 10.2 | -- | 1.65 | -0.341 | -- | -- | 0.383 | 16.8 | 26.6 | 799 | -- | -- |
| 195.63 | 0.654 | 10.2 | 0.511 | -- | -- | -- | -- | 0.339 | -- | -- | -- | -- | -- |
| 68.66 | 0.388 | 10.2 | -- | 1.58 | -- | -- | -- | 0.317 | 16.5 | -- | -- | -- | -- |
| 160 | 0.591 | 10.2 | -- | -- | 0.644 | -- | -- | 0.0993 | -- | 26.3 | 2651 | -- | -- |
| 202.53 | 0.664 | 10.2 | -- | -- | -- | -- | -- | 0.282 | -- | -- | -- | -- | -- |
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 | 39.09 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 6 | 11 |
| 8 | 40.63 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 9 | 21 |
| 14 | 41.08 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 6 | 20 |
| 17 | 41.14 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 6 | 20 |
| 32 | 41.89 | radiation | 20.0 | 30 | < th | dose independent | rect. | 6 | 20 |
| 74 | 43.16 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 9 | 13 |
| 89 | 43.48 | humidity | 70.0 | 10 | > th | dose independent | rect. | 6 | 11 |
| 109 | 43.94 | radiation | 30.0 | 30 | < th | dose dependent | rect. | 6 | 11 |
| 112 | 43.95 | temperature | 15.0 | 720 | > th | dose independent | rect. | 9 | 10 |
| 116 | 43.99 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 24 | 13 |
| 117 | 43.99 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 24 | 13 |
| 121 | 44.06 | radiation | 40.0 | 30 | < th | dose independent | rect. | 6 | 20 |
| 126 | 44.12 | humidity | 70.0 | 10 | > th | dose independent | rect. | 6 | 20 |
| 136 | 44.28 | temperature | 15.0 | 720 | > th | dose independent | rect. | 15 | 14 |
| 148 | 44.42 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 23 | 6 |
| 149 | 44.42 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 23 | 6 |
| 153 | 44.46 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 6 | 20 |
| 164 | 44.54 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 17 | 3 |
| 165 | 44.55 | radiation | 40.0 | 720 | < th | dose independent | rect. | 19 | 14 |
| 166 | 44.57 | temperature | 15.0 | 720 | > th | dose independent | rect. | 17 | 10 |
| 172 | 44.60 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 21 | 10 |
| 175 | 44.62 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 1 | 19 |
| 177 | 44.62 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 1 | 19 |
| 179 | 44.65 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 9 | 10 |
| 180 | 44.65 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 9 | 10 |
| 183 | 44.66 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 9 | 13 |
| 193 | 44.73 | temperature | 30.0 | 720 | < th | dose independent | rect. | 19 | 14 |
| 198 | 44.76 | temperature | 15.0 | 720 | > th | dose independent | rect. | 17 | 3 |
| 218 | 44.89 | radiation | 30.0 | 30 | < th | dose dependent | rect. | 6 | 8 |
| 227 | 44.93 | atmosphere | 1010.0 | 720 | < th | dose independent | rect. | 17 | 2 |
| 228 | 44.93 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 17 | 19 |
| 231 | 44.93 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 17 | 19 |
| 237 | 44.97 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 6 | 6 |
| 245 | 45.03 | temperature | 15.0 | 270 | > th | dose independent | rect. | 24 | 13 |
| 260 | 45.08 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 16 | 13 |
| 261 | 45.08 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 16 | 13 |
| 268 | 45.12 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 17 | 11 |
| 269 | 45.12 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 17 | 11 |
| 271 | 45.13 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 3 | 3 |
| 273 | 45.13 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 9 | 10 |
| 274 | 45.13 | temperature | 10.0 | 720 | > th | dose independent | rect. | 19 | 14 |
| 275 | 45.13 | humidity | 50.0 | 720 | > th | dose independent | rect. | 19 | 14 |
| 276 | 45.13 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 19 | 14 |
| 281 | 45.15 | radiation | 1.0 | 720 | > th | dose independent | rect. | 8 | 5 |
| 297 | 45.20 | radiation | 30.0 | 720 | < th | dose independent | rect. | 5 | 4 |
| 298 | 45.20 | temperature | 15.0 | 720 | > th | dose independent | rect. | 8 | 13 |
| 313 | 45.25 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 17 | 3 |
| 314 | 45.25 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 17 | 3 |
| 315 | 45.26 | humidity | 70.0 | 720 | > th | dose independent | rect. | 21 | 10 |
| 324 | 45.30 | radiation | 30.0 | 720 | < th | dose independent | rect. | 21 | 10 |
| 326 | 45.31 | temperature | 10.0 | 720 | > th | dose independent | rect. | 21 | 10 |
| 327 | 45.31 | temperature | 30.0 | 720 | < th | dose independent | rect. | 21 | 10 |
| 328 | 45.31 | humidity | 50.0 | 720 | > th | dose independent | rect. | 21 | 10 |
| 330 | 45.31 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 21 | 10 |
| 333 | 45.32 | temperature | 15.0 | 720 | > th | dose independent | rect. | 16 | 5 |
| 337 | 45.33 | temperature | 15.0 | 720 | > th | dose independent | rect. | 1 | 19 |
| 346 | 45.35 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 9 | 3 |
| 357 | 45.39 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 7 | 14 |
| 364 | 45.41 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 8 | 21 |
| 367 | 45.41 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 8 | 21 |
| 368 | 45.42 | radiation | 20.0 | 10 | < th | dose independent | rect. | 6 | 9 |
| 377 | 45.44 | wind | 9.0 | 720 | < th | dose independent | rect. | 19 | 14 |
| 385 | 45.47 | wind | 1.0 | 720 | > th | dose independent | rect. | 17 | 3 |
| 389 | 45.48 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 24 | 5 |
| 396 | 45.51 | temperature | 15.0 | 720 | > th | dose independent | rect. | 17 | 19 |
| 399 | 45.53 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 5 | 2 |
| 408 | 45.56 | wind | 9.0 | 720 | < th | dose independent | rect. | 21 | 10 |
| 410 | 45.57 | temperature | 15.0 | 720 | > th | dose independent | rect. | 24 | 5 |
| 417 | 45.59 | wind | 9.0 | 270 | < th | dose independent | rect. | 24 | 13 |
| 420 | 45.60 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 6 | 18 |
| 424 | 45.62 | radiation | 20.0 | 30 | < th | dose independent | rect. | 6 | 11 |
| 435 | 45.67 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 3 | 3 |
| 447 | 45.72 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 24 | 13 |
| 451 | 45.73 | temperature | 10.0 | 270 | > th | dose independent | rect. | 13 | 11 |
| 453 | 45.73 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 24 | 13 |
| 454 | 45.73 | temperature | 15.0 | 720 | > th | dose independent | rect. | 8 | 21 |
| 455 | 45.73 | temperature | 15.0 | 10 | > th | dose independent | rect. | 9 | 21 |
| 459 | 45.74 | humidity | 90.0 | 720 | < th | dose independent | rect. | 9 | 3 |
| 471 | 45.77 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 6 | 3 |
| 474 | 45.77 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 12 | 14 |
| 475 | 45.78 | wind | 9.0 | 720 | < th | dose independent | rect. | 17 | 10 |
| 477 | 45.79 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 1 | 10 |
| 483 | 45.79 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 1 | 10 |
| 486 | 45.80 | wind | 7.0 | 720 | < th | dose independent | rect. | 17 | 3 |
| 487 | 45.80 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 9 | 19 |
| 492 | 45.80 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 9 | 19 |
| 497 | 45.83 | temperature | 30.0 | 720 | < th | dose independent | rect. | 4 | 5 |
| 501 | 45.85 | wind | 9.0 | 270 | < th | dose independent | rect. | 13 | 11 |
| 503 | 45.86 | radiation | 40.0 | 30 | < th | dose independent | rect. | 6 | 18 |
| 506 | 45.87 | humidity | 70.0 | 720 | > th | dose independent | rect. | 5 | 3 |
| 521 | 45.89 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 8 | 13 |
| 523 | 45.89 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 8 | 13 |
| 525 | 45.91 | temperature | 10.0 | 720 | > th | dose independent | rect. | 5 | 10 |
| 526 | 45.91 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 5 | 10 |
| 531 | 45.92 | wind | 9.0 | 720 | < th | dose independent | rect. | 17 | 18 |
| 540 | 45.94 | radiation | 40.0 | 720 | < th | dose independent | rect. | 15 | 14 |
| 543 | 45.94 | temperature | 15.0 | 720 | > th | dose independent | rect. | 24 | 21 |
| 554 | 45.97 | radiation | 20.0 | 720 | < th | dose independent | rect. | 17 | 10 |
| 555 | 45.98 | temperature | 25.0 | 720 | > th | dose independent | rect. | 18 | 1 |
| 556 | 45.98 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 5 | 10 |
| 557 | 45.98 | wind | 9.0 | 720 | < th | dose independent | rect. | 16 | 13 |
| 561 | 46.00 | wind | 7.0 | 720 | < th | dose independent | rect. | 5 | 3 |
| 562 | 46.00 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 19 | 10 |
| 567 | 46.02 | radiation | 20.0 | 720 | < th | dose independent | rect. | 17 | 3 |
| 572 | 46.04 | temperature | 30.0 | 90 | < th | dose independent | rect. | 5 | 12 |
| 579 | 46.05 | temperature | 10.0 | 720 | > th | dose independent | rect. | 3 | 14 |
| 583 | 46.06 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 20 | 4 |
| 584 | 46.07 | temperature | 20.0 | 720 | > th | dose independent | rect. | 9 | 3 |
| 590 | 46.08 | temperature | 10.0 | 720 | > th | dose independent | rect. | 5 | 3 |
| 592 | 46.08 | humidity | 50.0 | 720 | > th | dose independent | rect. | 5 | 3 |
| 594 | 46.08 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 5 | 3 |
| 595 | 46.08 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 5 | 3 |
| 619 | 46.12 | temperature | 10.0 | 720 | > th | dose independent | rect. | 20 | 21 |
| 624 | 46.14 | radiation | 10.0 | 720 | < th | dose independent | rect. | 24 | 5 |
| 626 | 46.14 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 21 | 2 |
| 633 | 46.15 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 16 | 5 |
| 635 | 46.15 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 16 | 5 |
| 639 | 46.16 | temperature | 15.0 | 720 | > th | dose independent | rect. | 8 | 5 |
| 647 | 46.17 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 24 | 5 |
| 657 | 46.19 | radiation | 30.0 | 10 | < th | dose dependent | rect. | 6 | 6 |
| 660 | 46.20 | wind | 9.0 | 720 | < th | dose independent | rect. | 24 | 5 |
| 662 | 46.20 | temperature | 30.0 | 720 | < th | dose independent | rect. | 24 | 5 |
| 663 | 46.20 | humidity | 50.0 | 720 | > th | dose independent | rect. | 24 | 5 |
| 666 | 46.20 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 24 | 5 |
| 674 | 46.20 | temperature | 10.0 | 720 | > th | dose independent | rect. | 5 | 19 |
| 681 | 46.22 | wind | 7.0 | 720 | < th | dose independent | rect. | 4 | 5 |
| 682 | 46.22 | temperature | 10.0 | 720 | > th | dose independent | rect. | 12 | 5 |
| 683 | 46.22 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 12 | 5 |
| 685 | 46.22 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 4 | 12 |
| 700 | 46.24 | temperature | 15.0 | 720 | > th | dose independent | rect. | 9 | 19 |
| 717 | 46.26 | radiation | 20.0 | 10 | < th | dose independent | rect. | 6 | 3 |
| 726 | 46.27 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 4 | 13 |
| 727 | 46.27 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 1 | 19 |
| 753 | 46.30 | wind | 9.0 | 10 | < th | dose dependent | rect. | 9 | 21 |
| 755 | 46.31 | wind | 9.0 | 720 | < th | dose independent | rect. | 16 | 5 |
| 767 | 46.33 | humidity | 70.0 | 720 | > th | dose independent | rect. | 19 | 6 |
| 772 | 46.33 | wind | 9.0 | 720 | < th | dose independent | rect. | 8 | 21 |
| 787 | 46.38 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 16 | 5 |
| 789 | 46.38 | temperature | 15.0 | 720 | > th | dose independent | rect. | 13 | 19 |
| 798 | 46.40 | radiation | 30.0 | 720 | < th | dose independent | rect. | 16 | 5 |
| 803 | 46.41 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 9 | 21 |
| 829 | 46.46 | wind | 9.0 | 720 | < th | dose independent | rect. | 9 | 10 |
| 837 | 46.48 | wind | 1.0 | 720 | > th | dose independent | rect. | 4 | 4 |
| 845 | 46.49 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 6 | 3 |
| 863 | 46.50 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 18 | 1 |
| 870 | 46.52 | wind | 3.0 | 90 | < th | dose independent | rect. | 2 | 3 |
| 872 | 46.52 | temperature | 10.0 | 720 | > th | dose independent | rect. | 4 | 5 |
| 873 | 46.52 | humidity | 50.0 | 720 | > th | dose independent | rect. | 4 | 5 |
| 874 | 46.52 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 4 | 5 |
| 875 | 46.52 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 4 | 5 |
| 883 | 46.53 | temperature | 10.0 | 720 | > th | dose independent | rect. | 21 | 19 |
| 905 | 46.57 | wind | 7.0 | 90 | < th | dose dependent | rect. | 2 | 3 |
| 910 | 46.58 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 19 | 10 |
| 913 | 46.60 | radiation | 20.0 | 10 | < th | dose independent | rect. | 6 | 6 |
| 915 | 46.60 | wind | 9.0 | 10 | < th | dose dependent | rect. | 18 | 12 |
| 921 | 46.62 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 5 | 3 |
| 922 | 46.62 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 5 | 3 |
| 924 | 46.63 | wind | 9.0 | 720 | < th | dose independent | rect. | 7 | 14 |
| 950 | 46.66 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 2 | 3 |
| 956 | 46.66 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 2 | 3 |
| 972 | 46.68 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 5 | 21 |
| 974 | 46.69 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 24 | 21 |
| 975 | 46.69 | humidity | 60.0 | 1440 | > th | dose dependent | rect. | 11 | 1 |
| 984 | 46.71 | wind | 9.0 | 270 | < th | dose independent | rect. | 4 | 12 |