Os02g0506400
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Ubiquitin-specific protease 15.
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Os02g0506400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Ubiquitin-specific protease 15.
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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 105.97 | 0.484 | 3.74 | 0.463 | 0.719 | -0.808 | 1.13 | -1.18 | 0.106 | 11 | 85.08 | 3160 | -- | -- |
| 107.44 | 0.483 | 3.73 | 0.536 | 0.725 | -0.915 | 1.08 | -- | 0.127 | 11.1 | 85.35 | 3193 | -- | -- |
| 111.33 | 0.491 | 3.74 | 0.51 | 0.707 | -0.817 | -- | -1.02 | 0.104 | 11 | 84.47 | 3200 | -- | -- |
| 112.35 | 0.494 | 3.73 | 0.587 | 0.717 | -0.945 | -- | -- | 0.132 | 11.1 | 85 | 3183 | -- | -- |
| 128.85 | 0.529 | 3.74 | 0.48 | -- | -1.25 | -- | -0.682 | 0.169 | -- | 95.08 | 2408 | -- | -- |
| 121.88 | 0.518 | 3.74 | 0.498 | 0.726 | -- | 1.17 | -- | 0.1 | 10.8 | -- | -- | -- | -- |
| 127.65 | 0.529 | 3.73 | 0.545 | 0.72 | -- | -- | -- | 0.104 | 10.8 | -- | -- | -- | -- |
| 129.7 | 0.53 | 3.73 | 0.546 | -- | -1.33 | -- | -- | 0.184 | -- | 97.24 | 2399 | -- | -- |
| 120.54 | 0.511 | 3.72 | -- | 0.689 | -0.953 | -- | -- | 0.154 | 11.2 | 135.3 | 3241 | -- | -- |
| 159.76 | 0.591 | 3.75 | 0.53 | -- | -- | -- | -- | 0.0992 | -- | -- | -- | -- | -- |
| 135.48 | 0.544 | 3.75 | -- | 0.716 | -- | -- | -- | 0.043 | 10.8 | -- | -- | -- | -- |
| 137.57 | 0.546 | 3.75 | -- | -- | -1.32 | -- | -- | 0.122 | -- | 107.1 | 2399 | -- | -- |
| 167.17 | 0.604 | 3.77 | -- | -- | -- | -- | -- | 0.0404 | -- | -- | -- | -- | -- |
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 | 103.77 | humidity | 60.0 | 30 | > th | dose dependent | rect. | 6 | 21 |
| 2 | 104.02 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 21 | 2 |
| 16 | 104.66 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 18 | 1 |
| 19 | 104.73 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 21 | 1 |
| 30 | 105.08 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 17 | 10 |
| 34 | 105.11 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 3 | 23 |
| 38 | 105.19 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 18 | 5 |
| 41 | 105.20 | wind | 9.0 | 43200 | > th | dose independent | rect. | 20 | 1 |
| 43 | 105.22 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 17 | 16 |
| 48 | 105.30 | radiation | 40.0 | 90 | < th | dose independent | rect. | 6 | 21 |
| 50 | 105.33 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 21 | 2 |
| 52 | 105.34 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 20 | 1 |
| 54 | 105.35 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 18 | 4 |
| 67 | 105.48 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 6 | 21 |
| 85 | 105.59 | wind | 9.0 | 43200 | < th | dose independent | rect. | 20 | 1 |
| 129 | 105.86 | humidity | 70.0 | 4320 | < th | dose independent | rect. | 18 | 2 |
| 131 | 105.86 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 9 | 16 |
| 132 | 105.86 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 5 | 18 |
| 158 | 105.93 | humidity | 90.0 | 14400 | > th | dose dependent | sin | 17 | NA |
| 160 | 105.94 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 17 | 16 |
| 184 | 105.99 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 10 | 13 |
| 186 | 106.00 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 17 | 3 |
| 192 | 106.01 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 17 | 11 |
| 202 | 106.04 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 17 | 6 |
| 220 | 106.10 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 7 | 16 |
| 232 | 106.14 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 16 | 4 |
| 235 | 106.14 | humidity | 50.0 | 4320 | > th | dose dependent | rect. | 18 | 1 |
| 238 | 106.16 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 18 | 1 |
| 295 | 106.27 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 19 | 2 |
| 303 | 106.28 | humidity | 70.0 | 90 | > th | dose independent | rect. | 6 | 21 |
| 310 | 106.30 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 9 | 14 |
| 319 | 106.32 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 19 | 2 |
| 322 | 106.32 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 19 | 2 |
| 348 | 106.36 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 16 | 18 |
| 356 | 106.39 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 6 | 6 |
| 378 | 106.47 | humidity | 80.0 | 4320 | < th | dose dependent | sin | 13 | NA |
| 384 | 106.51 | humidity | 90.0 | 14400 | < th | dose independent | sin | 19 | NA |
| 475 | 106.76 | humidity | 90.0 | 14400 | > th | dose independent | sin | 18 | NA |
| 499 | 106.83 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 8 | 1 |
| 534 | 106.92 | wind | 3.0 | 4320 | < th | dose dependent | rect. | 18 | 1 |
| 553 | 106.97 | temperature | 15.0 | 1440 | > th | dose dependent | rect. | 8 | 1 |
| 581 | 107.04 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 10 |
| 602 | 107.09 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 9 |
| 605 | 107.09 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 9 |
| 622 | 107.14 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 19 | 2 |
| 642 | 107.19 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 8 | 4 |
| 669 | 107.25 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 9 | 1 |
| 716 | 107.30 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 13 | 19 |
| 719 | 107.31 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 8 | 3 |
| 734 | 107.34 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 6 | 5 |
| 795 | 107.42 | wind | 9.0 | 43200 | > th | dose dependent | sin | 15 | NA |
| 807 | 107.43 | radiation | 40.0 | 30 | < th | dose dependent | rect. | 6 | 21 |
| 910 | 107.56 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 15 | 20 |
| 974 | 107.62 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 6 | 1 |