Os02g0582600
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Heavy metal transport/detoxification protein domain containing protein.
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Os02g0582600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Heavy metal transport/detoxification protein domain containing 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 independent, type of G = sin)
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 585.96 | 1.14 | 6.06 | 4.85 | 3.99 | 3.84 | 2.07 | 1.56 | 2.2 | 20.1 | 73.99 | 1219 | 9.78 | -- |
| 588.24 | 1.13 | 6.07 | 4.99 | 4.15 | 4.02 | 1.54 | -- | 2.21 | 20.1 | 74 | 1195 | 9.71 | -- |
| 596.21 | 1.14 | 6.09 | 4.91 | 4.15 | 4.03 | -- | 0.569 | 2.19 | 20.1 | 74 | 1196 | 9.78 | -- |
| 591.17 | 1.13 | 6.04 | 5.02 | 4.13 | 4.14 | -- | -- | 2.28 | 20 | 73 | 1208 | 9.97 | -- |
| 900.08 | 1.4 | 6.03 | 4.78 | -- | 2.57 | -- | 1.6 | 1.85 | -- | 67 | 3216 | 10.8 | -- |
| 841.7 | 1.36 | 6.07 | 4.81 | 2.85 | -- | 1.59 | -- | 2.02 | 20.1 | -- | -- | -- | -- |
| 849.29 | 1.36 | 6.07 | 4.77 | 2.85 | -- | -- | -- | 2.02 | 20 | -- | -- | -- | -- |
| 751.72 | 1.28 | 6.19 | 5.13 | -- | 4.57 | -- | -- | 1.34 | -- | 54.02 | 1719 | 11.2 | -- |
| 1176.84 | 1.6 | 6.08 | -- | 4.08 | 4.6 | -- | -- | 2.12 | 20.1 | 75 | 2547 | 9.76 | -- |
| 1293.13 | 1.68 | 6 | 4.74 | -- | -- | -- | -- | 1.99 | -- | -- | -- | -- | -- |
| 1448.05 | 1.78 | 6.19 | -- | 2.82 | -- | -- | -- | 1.49 | 20.2 | -- | -- | -- | -- |
| 1413.37 | 1.75 | 6.08 | -- | -- | 4.61 | -- | -- | 1.75 | -- | 66 | 17582 | 9.87 | -- |
| 1885.74 | 2.03 | 6.12 | -- | -- | -- | -- | -- | 1.46 | -- | -- | -- | -- | -- |
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 | 618.07 | humidity | 50 | 1440 | > th | dose dependent | rect. | 11 | 12 |
| 17 | 621.96 | humidity | 50 | 1440 | > th | dose dependent | sin | 18 | NA |
| 21 | 622.54 | radiation | 20 | 1440 | > th | dose dependent | rect. | 16 | 1 |
| 39 | 622.93 | humidity | 50 | 1440 | > th | dose dependent | rect. | 15 | 7 |
| 40 | 623.00 | humidity | 90 | 1440 | < th | dose dependent | rect. | 11 | 12 |
| 44 | 623.38 | humidity | 90 | 1440 | < th | dose dependent | rect. | 15 | 7 |
| 68 | 625.33 | humidity | 90 | 1440 | < th | dose dependent | rect. | 13 | 10 |
| 82 | 626.16 | humidity | 90 | 1440 | < th | dose dependent | sin | 17 | NA |
| 131 | 628.44 | wind | 9 | 43200 | < th | dose independent | rect. | 19 | 4 |
| 167 | 630.09 | humidity | 90 | 1440 | < th | dose dependent | rect. | 18 | 3 |
| 171 | 630.21 | humidity | 60 | 1440 | > th | dose dependent | rect. | 18 | 3 |
| 239 | 632.36 | humidity | 80 | 1440 | < th | dose independent | rect. | 7 | 14 |
| 293 | 633.73 | wind | 9 | 43200 | > th | dose independent | rect. | 19 | 4 |
| 299 | 633.91 | wind | 7 | 43200 | > th | dose dependent | rect. | 19 | 4 |
| 319 | 634.53 | humidity | 80 | 1440 | > th | dose independent | rect. | 7 | 15 |
| 336 | 634.95 | humidity | 80 | 1440 | < th | dose independent | rect. | 10 | 11 |
| 346 | 635.28 | humidity | 80 | 1440 | > th | dose independent | rect. | 9 | 13 |
| 362 | 635.51 | temperature | 30 | 14400 | > th | dose dependent | rect. | 12 | 1 |
| 379 | 635.81 | temperature | 30 | 14400 | > th | dose dependent | rect. | 12 | 3 |
| 415 | 636.30 | humidity | 70 | 1440 | > th | dose independent | sin | 15 | NA |
| 432 | 636.55 | wind | 5 | 43200 | > th | dose independent | rect. | 17 | 21 |
| 447 | 636.96 | wind | 5 | 43200 | < th | dose independent | rect. | 17 | 20 |
| 482 | 637.44 | humidity | 70 | 14400 | < th | dose independent | rect. | 19 | 13 |
| 596 | 638.65 | humidity | 70 | 14400 | > th | dose independent | rect. | 19 | 13 |
| 617 | 639.13 | wind | 7 | 43200 | > th | dose dependent | rect. | 19 | 11 |
| 632 | 639.48 | wind | 7 | 43200 | < th | dose independent | rect. | 17 | 13 |
| 635 | 639.53 | temperature | 30 | 14400 | > th | dose dependent | rect. | 12 | 7 |
| 651 | 639.57 | wind | 7 | 43200 | > th | dose independent | rect. | 17 | 13 |
| 655 | 639.59 | humidity | 70 | 1440 | > th | dose independent | rect. | 13 | 16 |
| 659 | 639.63 | temperature | 30 | 14400 | > th | dose dependent | rect. | 18 | 21 |
| 664 | 639.68 | humidity | 70 | 1440 | > th | dose independent | rect. | 13 | 7 |
| 671 | 639.78 | humidity | 70 | 1440 | > th | dose independent | rect. | 13 | 12 |
| 673 | 639.78 | humidity | 50 | 1440 | > th | dose dependent | no | NA | NA |
| 704 | 640.00 | temperature | 30 | 43200 | > th | dose independent | rect. | 10 | 1 |
| 709 | 640.05 | wind | 7 | 43200 | > th | dose dependent | rect. | 17 | 13 |
| 794 | 640.58 | temperature | 30 | 43200 | < th | dose independent | rect. | 9 | 2 |
| 797 | 640.60 | humidity | 70 | 1440 | < th | dose independent | sin | 15 | NA |
| 831 | 640.84 | temperature | 30 | 14400 | > th | dose dependent | sin | 21 | NA |
| 855 | 640.93 | wind | 9 | 43200 | < th | dose independent | rect. | 19 | 11 |
| 880 | 641.14 | wind | 7 | 43200 | > th | dose dependent | rect. | 19 | 9 |
| 913 | 641.20 | temperature | 30 | 14400 | > th | dose dependent | no | NA | NA |