Os12g0443500
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to UDP-glucose 6-dehydrogenase (EC 1.1.1.22) (UDP-Glc dehydrogenase) (UDP-GlcDH) (UDPGDH).
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Os12g0443500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to UDP-glucose 6-dehydrogenase (EC 1.1.1.22) (UDP-Glc dehydrogenase) (UDP-GlcDH) (UDPGDH).
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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158.04 | 0.591 | 11.3 | 0.116 | 0.543 | -1.38 | 0.204 | 2.63 | 0.285 | 5.26 | 1.105 | 72 | -- | -- |
| 160.73 | 0.59 | 11.2 | 0.243 | 0.545 | -0.939 | -0.0646 | -- | 0.271 | 5.37 | 1.3 | 58 | -- | -- |
| 158.13 | 0.586 | 11.3 | 0.118 | 0.542 | -1.38 | -- | 2.55 | 0.286 | 5.36 | 1.1 | 71 | -- | -- |
| 160.69 | 0.59 | 11.2 | 0.219 | 0.538 | -0.942 | -- | -- | 0.269 | 5.48 | 1.299 | 55 | -- | -- |
| 166.64 | 0.601 | 11.3 | 0.0303 | -- | -1.41 | -- | 2.41 | 0.303 | -- | 1.5 | 72 | -- | -- |
| 179.4 | 0.628 | 11.3 | 0.373 | 0.873 | -- | 0.238 | -- | 0.212 | 5.13 | -- | -- | -- | -- |
| 179.54 | 0.627 | 11.3 | 0.373 | 0.875 | -- | -- | -- | 0.211 | 5.17 | -- | -- | -- | -- |
| 171 | 0.609 | 11.2 | 0.106 | -- | -1.14 | -- | -- | 0.33 | -- | 1.4 | 56 | -- | -- |
| 161.94 | 0.593 | 11.2 | -- | 0.517 | -0.994 | -- | -- | 0.262 | 5.48 | 1.3 | 55 | -- | -- |
| 219.63 | 0.692 | 11.3 | 0.404 | -- | -- | -- | -- | 0.233 | -- | -- | -- | -- | -- |
| 183.21 | 0.633 | 11.3 | -- | 0.882 | -- | -- | -- | 0.17 | 5.16 | -- | -- | -- | -- |
| 171.25 | 0.609 | 11.3 | -- | -- | -1.2 | -- | -- | 0.292 | -- | 1.409 | 56 | -- | -- |
| 223.93 | 0.698 | 11.3 | -- | -- | -- | -- | -- | 0.189 | -- | -- | -- | -- | -- |
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 | 143.33 | temperature | 20.0 | 270 | > th | dose independent | rect. | 13 | 16 |
| 21 | 148.38 | humidity | 90.0 | 270 | > th | dose independent | rect. | 1 | 4 |
| 22 | 148.65 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 1 | 4 |
| 33 | 149.56 | radiation | 30.0 | 14400 | < th | dose independent | rect. | 16 | 1 |
| 35 | 149.59 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 18 | 5 |
| 37 | 149.73 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 24 | 6 |
| 40 | 149.83 | radiation | 30.0 | 14400 | < th | dose independent | rect. | 16 | 12 |
| 49 | 150.02 | radiation | 30.0 | 14400 | < th | dose independent | rect. | 16 | 4 |
| 51 | 150.09 | radiation | 1.0 | 720 | > th | dose dependent | rect. | 18 | 11 |
| 54 | 150.18 | humidity | 90.0 | 90 | > th | dose independent | rect. | 3 | 4 |
| 57 | 150.28 | wind | 3.0 | 90 | < th | dose dependent | rect. | 3 | 4 |
| 58 | 150.30 | wind | 1.0 | 90 | < th | dose independent | rect. | 4 | 1 |
| 64 | 150.39 | humidity | 50.0 | 1440 | < th | dose independent | rect. | 16 | 1 |
| 65 | 150.42 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 13 | 16 |
| 66 | 150.44 | humidity | 50.0 | 1440 | < th | dose dependent | rect. | 16 | 1 |
| 68 | 150.47 | wind | 1.0 | 270 | < th | dose dependent | rect. | 4 | 1 |
| 75 | 150.62 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 18 | 9 |
| 85 | 150.91 | radiation | 1.0 | 720 | > th | dose dependent | rect. | 18 | 1 |
| 102 | 151.04 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 15 | 15 |
| 104 | 151.10 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 15 | 10 |
| 108 | 151.23 | wind | 1.0 | 90 | < th | dose independent | rect. | 4 | 3 |
| 121 | 151.46 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 17 | 7 |
| 124 | 151.51 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 19 | 9 |
| 137 | 151.64 | temperature | 25.0 | 270 | < th | dose independent | rect. | 1 | 4 |
| 153 | 151.97 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 3 | 19 |
| 154 | 151.98 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 16 | 1 |
| 162 | 152.09 | humidity | 90.0 | 10 | > th | dose independent | rect. | 4 | 2 |
| 168 | 152.16 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 16 | 15 |
| 172 | 152.23 | radiation | 10.0 | 14400 | > th | dose independent | rect. | 5 | 1 |
| 206 | 152.46 | wind | 1.0 | 30 | > th | dose independent | rect. | 23 | 15 |
| 210 | 152.58 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 2 | 1 |
| 221 | 152.72 | temperature | 15.0 | 90 | > th | dose independent | rect. | 5 | 23 |
| 238 | 152.88 | temperature | 30.0 | 720 | < th | dose dependent | sin | 17 | NA |
| 267 | 153.13 | temperature | 30.0 | 720 | > th | dose dependent | rect. | 18 | 1 |
| 291 | 153.27 | temperature | 20.0 | 270 | > th | dose independent | rect. | 24 | 6 |
| 301 | 153.38 | temperature | 20.0 | 270 | > th | dose independent | rect. | 1 | 4 |
| 319 | 153.52 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 5 | 20 |
| 346 | 153.70 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 1 | 21 |
| 348 | 153.71 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 3 | 16 |
| 374 | 153.87 | wind | 1.0 | 90 | < th | dose dependent | rect. | 4 | 14 |
| 392 | 153.95 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 1 | 5 |
| 398 | 153.98 | wind | 1.0 | 90 | < th | dose independent | rect. | 1 | 6 |
| 408 | 154.03 | wind | 1.0 | 90 | < th | dose dependent | rect. | 4 | 18 |
| 423 | 154.15 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 14 | 17 |
| 433 | 154.20 | temperature | 20.0 | 10 | < th | dose dependent | rect. | 17 | 16 |
| 458 | 154.31 | temperature | 20.0 | 10 | < th | dose dependent | rect. | 17 | 13 |
| 491 | 154.37 | temperature | 20.0 | 10 | < th | dose dependent | rect. | 12 | 21 |
| 508 | 154.41 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 19 |
| 509 | 154.41 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 19 |
| 518 | 154.46 | temperature | 15.0 | 270 | > th | dose independent | rect. | 24 | 23 |
| 521 | 154.47 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 16 | 4 |
| 523 | 154.47 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 9 | 16 |
| 530 | 154.48 | temperature | 20.0 | 10 | < th | dose dependent | rect. | 12 | 18 |
| 536 | 154.50 | wind | 7.0 | 270 | < th | dose independent | rect. | 6 | 19 |
| 537 | 154.50 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 9 | 2 |
| 592 | 154.61 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 16 | 13 |
| 598 | 154.62 | temperature | 20.0 | 10 | < th | dose dependent | sin | 11 | NA |
| 673 | 154.75 | temperature | 25.0 | 90 | < th | dose independent | rect. | 4 | 1 |
| 679 | 154.76 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 16 | 16 |
| 700 | 154.81 | temperature | 20.0 | 90 | > th | dose independent | rect. | 3 | 4 |
| 740 | 154.89 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 12 | 17 |
| 754 | 154.95 | humidity | 70.0 | 720 | < th | dose independent | rect. | 19 | 1 |
| 785 | 154.98 | wind | 1.0 | 90 | < th | dose dependent | rect. | 4 | 22 |
| 786 | 154.99 | humidity | 70.0 | 720 | < th | dose dependent | rect. | 19 | 1 |
| 815 | 155.03 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 11 | 12 |
| 827 | 155.05 | temperature | 15.0 | 10 | > th | dose dependent | sin | 14 | NA |
| 836 | 155.07 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 13 | 16 |
| 851 | 155.11 | radiation | 1.0 | 270 | < th | dose independent | rect. | 5 | 20 |
| 884 | 155.15 | temperature | 15.0 | 90 | > th | dose dependent | sin | 15 | NA |
| 925 | 155.18 | radiation | 1.0 | 270 | < th | dose independent | rect. | 9 | 16 |
| 975 | 155.26 | temperature | 20.0 | 270 | > th | dose independent | rect. | 11 | 10 |