Os07g0241800
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : UDP-glucuronosyl/UDP-glucosyltransferase family protein.
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Os07g0241800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : UDP-glucuronosyl/UDP-glucosyltransferase 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 = humidity,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 56.81 | 0.354 | 9.59 | 0.0148 | 1.74 | -0.579 | -1.05 | 0.901 | 0.596 | 20.6 | 77.93 | 1434 | -- | -- |
| 57.58 | 0.353 | 9.59 | -0.0385 | 1.74 | -0.54 | -0.93 | -- | 0.595 | 20.7 | 79.94 | 1305 | -- | -- |
| 60.38 | 0.362 | 9.59 | 0.0354 | 1.76 | -0.575 | -- | 0.978 | 0.588 | 20.6 | 77.26 | 1462 | -- | -- |
| 60.97 | 0.364 | 9.6 | -0.0274 | 1.77 | -0.551 | -- | -- | 0.592 | 20.6 | 79.22 | 1274 | -- | -- |
| 228.7 | 0.708 | 9.55 | -0.119 | -- | -0.504 | -- | 2.28 | 0.57 | -- | 77.26 | 1462 | -- | -- |
| 64.41 | 0.376 | 9.59 | -0.154 | 1.75 | -- | -1.08 | -- | 0.615 | 20.6 | -- | -- | -- | -- |
| 68.17 | 0.387 | 9.59 | -0.119 | 1.75 | -- | -- | -- | 0.615 | 20.5 | -- | -- | -- | -- |
| 233.07 | 0.711 | 9.55 | -0.059 | -- | -0.538 | -- | -- | 0.582 | -- | 84.91 | 1460 | -- | -- |
| 60.95 | 0.364 | 9.6 | -- | 1.76 | -0.553 | -- | -- | 0.589 | 20.7 | 78.64 | 1274 | -- | -- |
| 240.32 | 0.724 | 9.55 | -0.126 | -- | -- | -- | -- | 0.599 | -- | -- | -- | -- | -- |
| 68.55 | 0.387 | 9.59 | -- | 1.75 | -- | -- | -- | 0.629 | 20.5 | -- | -- | -- | -- |
| 233.13 | 0.711 | 9.55 | -- | -- | -0.54 | -- | -- | 0.59 | -- | 83.98 | 1460 | -- | -- |
| 240.74 | 0.724 | 9.54 | -- | -- | -- | -- | -- | 0.613 | -- | -- | -- | -- | -- |
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 | 54.17 | humidity | 80 | 720 | < th | dose dependent | rect. | 20 | 1 |
| 4 | 54.63 | humidity | 80 | 720 | < th | dose dependent | rect. | 18 | 14 |
| 5 | 54.71 | humidity | 70 | 720 | < th | dose independent | rect. | 19 | 13 |
| 6 | 54.87 | wind | 1 | 270 | < th | dose independent | rect. | 4 | 1 |
| 8 | 54.90 | temperature | 25 | 90 | < th | dose independent | rect. | 3 | 9 |
| 16 | 55.15 | atmosphere | 1005 | 30 | > th | dose dependent | rect. | 2 | 21 |
| 22 | 55.27 | atmosphere | 1005 | 90 | > th | dose dependent | rect. | 3 | 13 |
| 25 | 55.30 | atmosphere | 1005 | 10 | > th | dose dependent | rect. | 3 | 13 |
| 28 | 55.32 | atmosphere | 1005 | 30 | > th | dose dependent | rect. | 7 | 9 |
| 31 | 55.33 | wind | 1 | 270 | < th | dose dependent | rect. | 4 | 1 |
| 33 | 55.33 | atmosphere | 1005 | 30 | > th | dose dependent | rect. | 24 | 23 |
| 34 | 55.34 | temperature | 30 | 720 | > th | dose dependent | rect. | 18 | 1 |
| 49 | 55.35 | atmosphere | 1005 | 90 | > th | dose dependent | sin | 0 | NA |
| 55 | 55.38 | atmosphere | 1005 | 10 | > th | dose dependent | sin | 0 | NA |
| 56 | 55.38 | atmosphere | 1005 | 30 | > th | dose dependent | rect. | 7 | 16 |
| 64 | 55.42 | humidity | 70 | 1440 | < th | dose dependent | rect. | 16 | 1 |
| 68 | 55.44 | humidity | 70 | 1440 | > th | dose independent | rect. | 19 | 13 |
| 81 | 55.50 | humidity | 60 | 1440 | > th | dose independent | rect. | 16 | 1 |
| 92 | 55.56 | humidity | 70 | 1440 | < th | dose dependent | rect. | 15 | 3 |
| 111 | 55.63 | atmosphere | 1005 | 30 | > th | dose dependent | rect. | 7 | 12 |
| 116 | 55.65 | humidity | 70 | 1440 | < th | dose dependent | rect. | 15 | 17 |
| 120 | 55.67 | humidity | 60 | 1440 | > th | dose independent | rect. | 15 | 3 |
| 123 | 55.68 | humidity | 60 | 1440 | < th | dose independent | rect. | 16 | 1 |
| 166 | 55.81 | atmosphere | 1005 | 30 | > th | dose dependent | rect. | 7 | 14 |
| 198 | 55.86 | humidity | 70 | 720 | < th | dose independent | rect. | 18 | 2 |
| 232 | 55.90 | atmosphere | 995 | 270 | > th | dose dependent | rect. | 1 | 12 |
| 239 | 55.92 | humidity | 70 | 1440 | > th | dose independent | rect. | 17 | 21 |
| 292 | 55.97 | humidity | 60 | 1440 | > th | dose independent | rect. | 15 | 18 |
| 304 | 56.00 | humidity | 60 | 1440 | > th | dose independent | rect. | 15 | 12 |
| 312 | 56.01 | humidity | 60 | 1440 | > th | dose independent | rect. | 15 | 10 |
| 340 | 56.06 | temperature | 20 | 270 | > th | dose independent | rect. | 5 | 11 |
| 341 | 56.06 | humidity | 70 | 1440 | < th | dose independent | rect. | 17 | 21 |
| 361 | 56.08 | humidity | 80 | 1440 | < th | dose dependent | sin | 11 | NA |
| 384 | 56.12 | atmosphere | 1005 | 270 | > th | dose dependent | rect. | 7 | 12 |
| 394 | 56.15 | atmosphere | 1005 | 30 | > th | dose dependent | rect. | 7 | 6 |
| 421 | 56.18 | humidity | 70 | 1440 | < th | dose dependent | sin | 13 | NA |
| 424 | 56.18 | wind | 3 | 10 | < th | dose dependent | rect. | 3 | 3 |
| 459 | 56.24 | temperature | 30 | 720 | > th | dose independent | rect. | 18 | 1 |
| 479 | 56.25 | atmosphere | 1005 | 270 | > th | dose dependent | rect. | 7 | 6 |
| 519 | 56.31 | humidity | 60 | 1440 | < th | dose independent | rect. | 15 | 18 |
| 564 | 56.36 | temperature | 20 | 90 | > th | dose independent | rect. | 4 | 1 |
| 633 | 56.45 | humidity | 70 | 720 | > th | dose independent | rect. | 18 | 7 |
| 635 | 56.46 | temperature | 15 | 90 | > th | dose dependent | rect. | 4 | 1 |
| 664 | 56.52 | atmosphere | 1005 | 90 | > th | dose dependent | rect. | 9 | 13 |
| 671 | 56.53 | humidity | 90 | 90 | > th | dose dependent | rect. | 4 | 1 |
| 676 | 56.54 | atmosphere | 1015 | 90 | < th | dose dependent | rect. | 4 | 1 |
| 685 | 56.57 | atmosphere | 1005 | 90 | > th | dose dependent | rect. | 9 | 7 |
| 686 | 56.58 | humidity | 70 | 1440 | < th | dose independent | sin | 11 | NA |
| 706 | 56.61 | temperature | 15 | 90 | > th | dose dependent | rect. | 3 | 3 |
| 745 | 56.65 | humidity | 50 | 720 | > th | dose dependent | rect. | 19 | 6 |
| 760 | 56.67 | temperature | 25 | 90 | < th | dose independent | rect. | 4 | 1 |
| 775 | 56.69 | temperature | 30 | 90 | < th | dose dependent | rect. | 3 | 9 |
| 781 | 56.71 | humidity | 60 | 1440 | > th | dose independent | sin | 13 | NA |
| 836 | 56.78 | temperature | 20 | 720 | > th | dose independent | rect. | 5 | 4 |
| 839 | 56.78 | wind | 1 | 90 | < th | dose dependent | rect. | 4 | 7 |
| 845 | 56.79 | humidity | 90 | 90 | > th | dose independent | rect. | 4 | 1 |
| 871 | 56.81 | humidity | 80 | 1440 | > th | dose independent | rect. | 6 | 2 |
| 942 | 56.87 | temperature | 25 | 270 | < th | dose dependent | rect. | 7 | 3 |
| 956 | 56.87 | humidity | 80 | 1440 | < th | dose dependent | rect. | 23 | 23 |
| 960 | 56.88 | humidity | 80 | 1440 | < th | dose dependent | no | NA | NA |
| 968 | 56.88 | humidity | 80 | 1440 | < th | dose dependent | rect. | 4 | 23 |
| 972 | 56.89 | humidity | 70 | 1440 | < th | dose independent | rect. | 10 | 22 |
| 981 | 56.89 | humidity | 80 | 1440 | < th | dose dependent | rect. | 6 | 21 |