Os03g0173500
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Kinase associated protein phosphatase.
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Os03g0173500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Kinase associated protein phosphatase.
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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 103.03 | 0.477 | 8.74 | -0.907 | 0.779 | -0.0335 | -0.753 | -4.89 | 0.157 | 15.5 | 29.84 | 2631 | -- | -- |
| 105.34 | 0.478 | 8.64 | -0.164 | 0.819 | -0.443 | -0.489 | -- | 0.209 | 15.6 | 30.7 | 2651 | -- | -- |
| 104.75 | 0.477 | 8.74 | -0.862 | 0.779 | -0.0633 | -- | -4.56 | 0.156 | 15.6 | 29.93 | 2628 | -- | -- |
| 105.64 | 0.479 | 8.65 | -0.115 | 0.774 | -0.611 | -- | -- | 0.156 | 15.7 | 29.92 | 2597 | -- | -- |
| 138.11 | 0.547 | 8.77 | -1.09 | -- | 0.0149 | -- | -6.1 | 0.138 | -- | 30.15 | 2617 | -- | -- |
| 118.49 | 0.51 | 8.62 | -0.253 | 0.842 | -- | -0.61 | -- | 0.272 | 15.4 | -- | -- | -- | -- |
| 119.65 | 0.512 | 8.63 | -0.264 | 0.841 | -- | -- | -- | 0.268 | 15.4 | -- | -- | -- | -- |
| 139.26 | 0.55 | 8.66 | -0.113 | -- | -0.703 | -- | -- | 0.121 | -- | 29.8 | 2627 | -- | -- |
| 105.91 | 0.479 | 8.65 | -- | 0.784 | -0.612 | -- | -- | 0.167 | 15.6 | 29.9 | 2640 | -- | -- |
| 159.31 | 0.59 | 8.63 | -0.3 | -- | -- | -- | -- | 0.246 | -- | -- | -- | -- | -- |
| 121.49 | 0.516 | 8.62 | -- | 0.846 | -- | -- | -- | 0.297 | 15.4 | -- | -- | -- | -- |
| 139.58 | 0.55 | 8.65 | -- | -- | -0.722 | -- | -- | 0.129 | -- | 29.8 | 2627 | -- | -- |
| 161.68 | 0.593 | 8.62 | -- | -- | -- | -- | -- | 0.279 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance
|
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 | 90.24 | temperature | 30.0 | 270 | < th | dose independent | rect. | 6 | 20 |
| 2 | 90.35 | temperature | 30.0 | 270 | < th | dose independent | rect. | 7 | 18 |
| 4 | 90.53 | temperature | 30.0 | 270 | < th | dose independent | rect. | 16 | 10 |
| 5 | 90.64 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 3 | 6 |
| 7 | 90.99 | humidity | 50.0 | 270 | > th | dose independent | rect. | 16 | 10 |
| 9 | 91.24 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 15 | 18 |
| 10 | 91.24 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 15 | 18 |
| 11 | 91.25 | humidity | 70.0 | 270 | > th | dose independent | rect. | 16 | 10 |
| 12 | 91.32 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 15 | 11 |
| 21 | 91.49 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 15 | 18 |
| 26 | 91.69 | radiation | 10.0 | 270 | < th | dose independent | rect. | 16 | 10 |
| 27 | 91.69 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 10 | 23 |
| 28 | 91.69 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 10 | 23 |
| 29 | 91.71 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 18 |
| 32 | 91.78 | humidity | 50.0 | 270 | > th | dose independent | rect. | 6 | 20 |
| 35 | 91.92 | humidity | 50.0 | 270 | > th | dose independent | rect. | 5 | 22 |
| 36 | 91.94 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 9 | 18 |
| 39 | 92.06 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 3 | 6 |
| 40 | 92.06 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 3 | 6 |
| 42 | 92.16 | wind | 5.0 | 10 | < th | dose independent | rect. | 3 | 6 |
| 43 | 92.16 | temperature | 10.0 | 10 | > th | dose independent | rect. | 9 | 6 |
| 45 | 92.16 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 9 | 6 |
| 46 | 92.16 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 9 | 6 |
| 47 | 92.16 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 9 | 6 |
| 48 | 92.16 | temperature | 10.0 | 10 | > th | dose independent | rect. | 15 | 18 |
| 49 | 92.16 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 9 | 6 |
| 53 | 92.21 | wind | 1.0 | 30 | > th | dose independent | rect. | 9 | 6 |
| 68 | 92.36 | wind | 9.0 | 30 | < th | dose independent | rect. | 15 | 18 |
| 70 | 92.41 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 6 |
| 73 | 92.41 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 16 | 18 |
| 76 | 92.43 | radiation | 1.0 | 10 | > th | dose independent | rect. | 9 | 6 |
| 77 | 92.44 | wind | 9.0 | 10 | < th | dose independent | rect. | 9 | 6 |
| 85 | 92.59 | humidity | 50.0 | 30 | > th | dose independent | rect. | 9 | 18 |
| 92 | 92.67 | temperature | 10.0 | 10 | > th | dose independent | rect. | 3 | 6 |
| 94 | 92.67 | temperature | 30.0 | 10 | < th | dose independent | rect. | 3 | 6 |
| 95 | 92.67 | humidity | 50.0 | 10 | > th | dose independent | rect. | 3 | 6 |
| 97 | 92.67 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 3 | 6 |
| 98 | 92.67 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 3 | 6 |
| 99 | 92.67 | temperature | 10.0 | 10 | > th | dose independent | rect. | 9 | 18 |
| 100 | 92.67 | radiation | 40.0 | 10 | < th | dose independent | rect. | 15 | 18 |
| 107 | 92.78 | wind | 9.0 | 10 | < th | dose independent | rect. | 9 | 18 |
| 121 | 92.89 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 12 | 21 |
| 130 | 93.07 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 9 | 1 |
| 131 | 93.07 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 9 | 1 |
| 132 | 93.10 | wind | 9.0 | 270 | < th | dose independent | rect. | 9 | 1 |
| 133 | 93.10 | radiation | 40.0 | 30 | < th | dose independent | rect. | 3 | 6 |
| 138 | 93.15 | temperature | 10.0 | 270 | > th | dose independent | rect. | 9 | 1 |
| 139 | 93.15 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 9 | 1 |
| 140 | 93.15 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 9 | 1 |
| 141 | 93.15 | temperature | 10.0 | 270 | > th | dose independent | rect. | 10 | 23 |
| 158 | 93.31 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 6 |
| 161 | 93.31 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 4 | 6 |
| 162 | 93.31 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 4 | 6 |
| 172 | 93.31 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 18 |
| 175 | 93.32 | humidity | 50.0 | 270 | > th | dose independent | rect. | 9 | 1 |
| 185 | 93.32 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 12 | 19 |
| 193 | 93.40 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 1 | 6 |
| 194 | 93.43 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 9 | 18 |
| 195 | 93.43 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 9 | 18 |
| 202 | 93.52 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 16 |
| 207 | 93.60 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 15 |
| 209 | 93.60 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 15 |
| 218 | 93.73 | radiation | 1.0 | 270 | > th | dose independent | rect. | 9 | 1 |
| 222 | 93.81 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 2 | 16 |
| 224 | 93.84 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 2 |
| 226 | 93.84 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 2 |
| 231 | 93.87 | wind | 9.0 | 30 | < th | dose dependent | rect. | 3 | 6 |
| 237 | 93.93 | wind | 5.0 | 270 | < th | dose independent | rect. | 3 | 2 |
| 241 | 93.95 | wind | 1.0 | 270 | > th | dose independent | rect. | 3 | 2 |
| 247 | 94.00 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 13 | 17 |
| 248 | 94.00 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 13 | 17 |
| 250 | 94.02 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 15 | 18 |
| 254 | 94.04 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 11 | 20 |
| 255 | 94.04 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 11 | 20 |
| 258 | 94.07 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
| 271 | 94.11 | wind | 9.0 | 270 | < th | dose independent | rect. | 17 | 9 |
| 291 | 94.22 | temperature | 10.0 | 270 | > th | dose independent | rect. | 17 | 9 |
| 295 | 94.22 | temperature | 10.0 | 270 | > th | dose independent | rect. | 2 | 15 |
| 296 | 94.22 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 2 | 15 |
| 298 | 94.23 | radiation | 40.0 | 90 | < th | dose independent | rect. | 13 | 19 |
| 305 | 94.29 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 2 |
| 307 | 94.29 | temperature | 30.0 | 270 | < th | dose independent | rect. | 3 | 2 |
| 308 | 94.29 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 2 |
| 311 | 94.29 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 2 |
| 312 | 94.29 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 3 | 2 |
| 314 | 94.29 | radiation | 20.0 | 270 | < th | dose independent | rect. | 3 | 2 |
| 318 | 94.29 | temperature | 10.0 | 270 | > th | dose independent | rect. | 5 | 22 |
| 319 | 94.29 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
| 324 | 94.30 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 10 | 16 |
| 331 | 94.32 | radiation | 1.0 | 270 | < th | dose independent | rect. | 3 | 2 |
| 340 | 94.34 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 11 | 9 |
| 345 | 94.36 | wind | 1.0 | 270 | > th | dose independent | rect. | 9 | 1 |
| 364 | 94.47 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 16 | 10 |
| 378 | 94.58 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 6 |
| 379 | 94.58 | wind | 1.0 | 30 | > th | dose independent | rect. | 9 | 18 |
| 380 | 94.58 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 6 |
| 382 | 94.60 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 15 | 18 |
| 383 | 94.60 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 3 | 2 |
| 424 | 94.72 | wind | 9.0 | 270 | < th | dose independent | rect. | 2 | 15 |
| 429 | 94.75 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 17 | 9 |
| 430 | 94.75 | wind | 9.0 | 270 | < th | dose independent | rect. | 5 | 22 |
| 436 | 94.80 | humidity | 70.0 | 270 | > th | dose independent | rect. | 1 | 6 |
| 443 | 94.86 | humidity | 50.0 | 30 | > th | dose independent | rect. | 9 | 6 |
| 444 | 94.86 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 12 | 21 |
| 445 | 94.86 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 12 | 21 |
| 451 | 94.90 | wind | 1.0 | 270 | > th | dose independent | rect. | 1 | 6 |
| 456 | 94.91 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 6 |
| 458 | 94.91 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 6 |
| 459 | 94.91 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 6 |
| 461 | 94.91 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 6 |
| 462 | 94.91 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 1 | 6 |
| 473 | 94.94 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 9 | 18 |
| 490 | 94.99 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 12 | 8 |
| 500 | 95.05 | humidity | 90.0 | 270 | < th | dose independent | rect. | 9 | 1 |
| 515 | 95.10 | radiation | 1.0 | 270 | < th | dose independent | rect. | 6 | 20 |
| 517 | 95.10 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 3 | 6 |
| 519 | 95.11 | humidity | 90.0 | 10 | < th | dose independent | rect. | 9 | 6 |
| 520 | 95.11 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 7 |
| 521 | 95.11 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 7 |
| 525 | 95.12 | wind | 1.0 | 270 | > th | dose independent | rect. | 12 | 18 |
| 539 | 95.16 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 4 |
| 540 | 95.16 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 4 |
| 542 | 95.17 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 7 |
| 543 | 95.17 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 7 |
| 544 | 95.17 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 7 |
| 546 | 95.17 | temperature | 10.0 | 270 | > th | dose independent | rect. | 13 | 17 |
| 549 | 95.18 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 1 | 6 |
| 559 | 95.21 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 4 |
| 562 | 95.23 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 4 |
| 563 | 95.23 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 4 |
| 564 | 95.23 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 4 |
| 565 | 95.23 | radiation | 10.0 | 270 | < th | dose independent | rect. | 2 | 4 |
| 568 | 95.23 | temperature | 10.0 | 270 | > th | dose independent | rect. | 11 | 20 |
| 579 | 95.28 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 7 |
| 594 | 95.30 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 20 |
| 595 | 95.30 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 2 | 4 |
| 617 | 95.39 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 20 |
| 633 | 95.44 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 4 |
| 641 | 95.46 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 4 | 16 |
| 647 | 95.50 | radiation | 1.0 | 270 | > th | dose independent | rect. | 7 | 5 |
| 650 | 95.52 | wind | 9.0 | 270 | < th | dose independent | rect. | 13 | 17 |
| 690 | 95.65 | wind | 9.0 | 270 | < th | dose independent | rect. | 11 | 20 |
| 705 | 95.72 | radiation | 1.0 | 30 | > th | dose independent | rect. | 9 | 3 |
| 711 | 95.73 | radiation | 1.0 | 270 | > th | dose independent | rect. | 10 | 21 |
| 715 | 95.74 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 9 | 18 |
| 725 | 95.79 | wind | 1.0 | 30 | > th | dose independent | rect. | 9 | 3 |
| 726 | 95.79 | temperature | 10.0 | 30 | > th | dose independent | rect. | 9 | 3 |
| 728 | 95.79 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 9 | 3 |
| 729 | 95.79 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 9 | 3 |
| 730 | 95.79 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 9 | 3 |
| 733 | 95.79 | temperature | 10.0 | 30 | > th | dose independent | rect. | 12 | 21 |
| 734 | 95.79 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 9 | 3 |
| 737 | 95.80 | wind | 9.0 | 10 | < th | dose dependent | rect. | 15 | 18 |
| 738 | 95.81 | wind | 1.0 | 270 | > th | dose independent | rect. | 2 | 4 |
| 739 | 95.81 | wind | 9.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
| 744 | 95.82 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 3 |
| 747 | 95.82 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 10 | 3 |
| 757 | 95.82 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 13 | 21 |
| 762 | 95.83 | wind | 9.0 | 10 | < th | dose independent | rect. | 9 | 3 |
| 778 | 95.85 | temperature | 30.0 | 270 | < th | dose independent | rect. | 6 | 7 |
| 780 | 95.85 | wind | 9.0 | 30 | < th | dose independent | rect. | 12 | 21 |
| 787 | 95.87 | humidity | 50.0 | 270 | > th | dose independent | rect. | 6 | 6 |
| 790 | 95.88 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 20 |
| 792 | 95.88 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 3 | 2 |
| 810 | 95.95 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 5 | 21 |
| 816 | 95.98 | temperature | 30.0 | 270 | < th | dose independent | rect. | 9 | 1 |
| 822 | 96.00 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 9 |
| 824 | 96.00 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 9 |
| 838 | 96.05 | humidity | 90.0 | 270 | < th | dose dependent | rect. | 12 | 8 |
| 843 | 96.08 | wind | 9.0 | 270 | < th | dose independent | rect. | 10 | 22 |
| 887 | 96.23 | temperature | 30.0 | 270 | < th | dose independent | rect. | 7 | 4 |
| 986 | 96.49 | wind | 9.0 | 270 | < th | dose dependent | rect. | 9 | 1 |
| 989 | 96.50 | temperature | 30.0 | 270 | < th | dose independent | rect. | 6 | 9 |
| 999 | 96.52 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 7 | 18 |