Os10g0205200
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Ufm1-conjugating enzyme 1 (Ubiquitin-fold modifier conjugating enzyme 1).
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Os10g0205200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Ufm1-conjugating enzyme 1 (Ubiquitin-fold modifier conjugating enzyme 1).
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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24.92 | 0.235 | 11.5 | -0.647 | 0.516 | -0.361 | -0.24 | -0.888 | 0.0283 | 10.2 | 0.2873 | 14945 | -- | -- |
| 25.82 | 0.237 | 11.5 | -0.608 | 0.529 | -0.358 | -0.24 | -- | 0.0432 | 10.2 | 1.616 | 14901 | -- | -- |
| 25.13 | 0.233 | 11.5 | -0.656 | 0.518 | -0.362 | -- | -0.884 | 0.0278 | 10.1 | 0.312 | 14949 | -- | -- |
| 25.96 | 0.237 | 11.5 | -0.598 | 0.517 | -0.391 | -- | -- | 0.0583 | 10.1 | 1.364 | 14901 | -- | -- |
| 41.27 | 0.299 | 11.5 | -0.648 | -- | -0.382 | -- | -0.855 | 0.0384 | -- | 0.3446 | 15688 | -- | -- |
| 30.43 | 0.259 | 11.5 | -0.578 | 0.521 | -- | -0.243 | -- | -0.032 | 10.2 | -- | -- | -- | -- |
| 30.65 | 0.259 | 11.5 | -0.588 | 0.523 | -- | -- | -- | -0.033 | 10.1 | -- | -- | -- | -- |
| 42.23 | 0.303 | 11.5 | -0.609 | -- | -0.397 | -- | -- | 0.0697 | -- | 1.043 | 15691 | -- | -- |
| 34.08 | 0.272 | 11.5 | -- | 0.52 | -0.438 | -- | -- | 0.141 | 10.2 | 0.5 | 15691 | -- | -- |
| 47.22 | 0.321 | 11.6 | -0.595 | -- | -- | -- | -- | -0.0338 | -- | -- | -- | -- | -- |
| 39.76 | 0.295 | 11.5 | -- | 0.526 | -- | -- | -- | 0.0325 | 10.2 | -- | -- | -- | -- |
| 50.38 | 0.331 | 11.5 | -- | -- | -0.455 | -- | -- | 0.137 | -- | 6.832e-06 | 15691 | -- | -- |
| 56.56 | 0.351 | 11.5 | -- | -- | -- | -- | -- | 0.0322 | -- | -- | -- | -- | -- |
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 | 24.34 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 6 | 8 |
| 2 | 24.35 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 6 | 5 |
| 5 | 24.40 | humidity | 90.0 | 14400 | > th | dose dependent | sin | 0 | NA |
| 7 | 24.41 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 3 | 19 |
| 8 | 24.42 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 6 | 10 |
| 60 | 24.74 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 7 | 21 |
| 68 | 24.77 | humidity | 90.0 | 10 | < th | dose independent | rect. | 4 | 12 |
| 74 | 24.78 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 7 | 1 |
| 78 | 24.79 | wind | 9.0 | 10 | < th | dose independent | rect. | 6 | 10 |
| 87 | 24.82 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 15 | 23 |
| 88 | 24.83 | humidity | 90.0 | 14400 | > th | dose dependent | no | NA | NA |
| 89 | 24.83 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 15 | 20 |
| 91 | 24.83 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 12 | 23 |
| 92 | 24.84 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 16 | 14 |
| 100 | 24.84 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 18 | 23 |
| 107 | 24.86 | radiation | 20.0 | 10 | < th | dose independent | rect. | 16 | 14 |
| 108 | 24.86 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 22 | 20 |
| 124 | 24.88 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 22 | 20 |
| 126 | 24.88 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 18 | 20 |
| 127 | 24.88 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 22 | 20 |
| 131 | 24.89 | temperature | 10.0 | 10 | > th | dose independent | rect. | 6 | 10 |
| 133 | 24.89 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 6 | 10 |
| 134 | 24.89 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 6 | 10 |
| 135 | 24.89 | temperature | 10.0 | 10 | > th | dose independent | rect. | 16 | 14 |
| 138 | 24.89 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 6 | 10 |
| 172 | 24.93 | wind | 9.0 | 10 | < th | dose independent | rect. | 16 | 14 |
| 175 | 24.93 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 16 | 14 |
| 178 | 24.94 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 22 | 22 |
| 179 | 24.94 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 22 | 22 |
| 184 | 24.94 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 22 | 22 |
| 188 | 24.95 | humidity | 90.0 | 14400 | > th | dose dependent | sin | 16 | NA |
| 239 | 25.02 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 6 | 10 |
| 249 | 25.03 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 4 | NA |
| 256 | 25.04 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 9 | 1 |
| 264 | 25.04 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 15 |
| 265 | 25.04 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 15 | 16 |
| 266 | 25.04 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 15 | 17 |
| 268 | 25.04 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 18 |
| 270 | 25.04 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 19 |
| 275 | 25.04 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 12 | 13 |
| 277 | 25.04 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 12 | 15 |
| 278 | 25.04 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 15 |
| 280 | 25.04 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 15 | 16 |
| 286 | 25.04 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 18 |
| 291 | 25.05 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 15 |
| 294 | 25.05 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 17 |
| 317 | 25.05 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 15 | 10 |
| 320 | 25.05 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 15 | 12 |
| 364 | 25.06 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 19 | 23 |
| 401 | 25.07 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 19 | 23 |
| 421 | 25.07 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 19 | 23 |
| 422 | 25.08 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 11 | NA |
| 440 | 25.08 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 15 | 23 |
| 445 | 25.08 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 19 | 6 |
| 463 | 25.09 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 11 | NA |
| 474 | 25.09 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 2 | 21 |
| 495 | 25.09 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 11 | NA |
| 515 | 25.10 | precipitation | 0.1 | 14400 | > th | dose independent | no | NA | NA |
| 516 | 25.10 | precipitation | 0.1 | 14400 | < th | dose independent | no | NA | NA |
| 532 | 25.10 | precipitation | 0.1 | 14400 | < th | dose dependent | no | NA | NA |
| 560 | 25.11 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 23 | 18 |
| 568 | 25.12 | wind | 3.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
| 569 | 25.12 | wind | 3.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
| 579 | 25.13 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 1 | 23 |
| 591 | 25.13 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 1 | 23 |
| 599 | 25.14 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 4 | 19 |
| 601 | 25.14 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 1 | 23 |
| 602 | 25.14 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 5 | 23 |
| 638 | 25.16 | humidity | 50.0 | 10 | > th | dose independent | rect. | 16 | 14 |
| 644 | 25.16 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 7 | 20 |
| 661 | 25.17 | radiation | 1.0 | 30 | > th | dose independent | rect. | 6 | 10 |
| 674 | 25.17 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 9 | 1 |
| 682 | 25.18 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 6 | 5 |
| 693 | 25.19 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 3 | NA |
| 694 | 25.19 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 3 | NA |
| 709 | 25.19 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 3 | NA |
| 723 | 25.20 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 6 | 8 |
| 737 | 25.21 | wind | 3.0 | 43200 | < th | dose independent | rect. | 2 | 5 |
| 753 | 25.21 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 9 | NA |
| 761 | 25.22 | humidity | 90.0 | 14400 | > th | dose independent | sin | 0 | NA |
| 789 | 25.23 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 17 | 2 |
| 806 | 25.24 | wind | 3.0 | 43200 | > th | dose independent | rect. | 2 | 5 |
| 807 | 25.24 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 7 | 10 |
| 810 | 25.24 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 17 | 14 |
| 813 | 25.24 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 17 | 14 |
| 823 | 25.24 | radiation | 40.0 | 270 | < th | dose independent | rect. | 19 | 19 |
| 837 | 25.25 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 6 | 1 |
| 886 | 25.28 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 16 | 14 |
| 902 | 25.28 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 16 | 14 |
| 918 | 25.29 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 19 | 22 |
| 921 | 25.30 | wind | 1.0 | 43200 | < th | dose independent | rect. | 1 | 1 |
| 923 | 25.30 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 19 | 6 |
| 925 | 25.30 | humidity | 70.0 | 720 | < th | dose independent | rect. | 17 | 19 |
| 950 | 25.32 | humidity | 90.0 | 14400 | > th | dose independent | sin | 18 | NA |
| 956 | 25.32 | humidity | 70.0 | 720 | > th | dose independent | rect. | 17 | 14 |
| 962 | 25.33 | wind | 3.0 | 43200 | < th | dose independent | rect. | 4 | 3 |
| 967 | 25.33 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 12 | 13 |
| 992 | 25.34 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 16 | 22 |