Os06g0708100
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Carboxylesterase, type B family protein.
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Os06g0708100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Carboxylesterase, type B 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 = radiation,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 71.14 | 0.396 | 8.14 | -0.542 | 0.137 | -0.557 | 0.973 | 0.0233 | 0.157 | 23 | 31.67 | 1446 | -- | -- |
| 71.13 | 0.393 | 8.14 | -0.54 | 0.138 | -0.562 | 0.972 | -- | 0.151 | 23 | 32.83 | 1445 | -- | -- |
| 73.7 | 0.4 | 8.15 | -0.602 | 0.194 | -0.558 | -- | -0.0127 | 0.138 | 19.3 | 36.06 | 1484 | -- | -- |
| 73.67 | 0.4 | 8.14 | -0.6 | 0.209 | -0.559 | -- | -- | 0.146 | 19.3 | 35.5 | 1484 | -- | -- |
| 76 | 0.406 | 8.14 | -0.603 | -- | -0.557 | -- | -0.0127 | 0.144 | -- | 35.5 | 1484 | -- | -- |
| 83.29 | 0.428 | 8.17 | -0.617 | 0.123 | -- | 0.905 | -- | 0.036 | 22.6 | -- | -- | -- | -- |
| 85.06 | 0.432 | 8.17 | -0.647 | 0.217 | -- | -- | -- | 0.0379 | 19 | -- | -- | -- | -- |
| 76 | 0.406 | 8.14 | -0.601 | -- | -0.559 | -- | -- | 0.144 | -- | 35.5 | 1484 | -- | -- |
| 82.44 | 0.423 | 8.13 | -- | 0.222 | -0.573 | -- | -- | 0.227 | 19.4 | 30 | 1446 | -- | -- |
| 87.55 | 0.437 | 8.16 | -0.651 | -- | -- | -- | -- | 0.0339 | -- | -- | -- | -- | -- |
| 96.09 | 0.459 | 8.15 | -- | 0.225 | -- | -- | -- | 0.11 | 18.9 | -- | -- | -- | -- |
| 84.91 | 0.429 | 8.12 | -- | -- | -0.569 | -- | -- | 0.219 | -- | 30 | 1482 | -- | -- |
| 98.73 | 0.464 | 8.15 | -- | -- | -- | -- | -- | 0.106 | -- | -- | -- | -- | -- |
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 | 66.30 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 14 | 1 |
| 2 | 66.30 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 14 | 1 |
| 3 | 66.62 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 14 | 2 |
| 4 | 66.62 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 14 | 2 |
| 9 | 66.80 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 6 | 10 |
| 13 | 67.55 | wind | 7.0 | 43200 | < th | dose dependent | rect. | 4 | 2 |
| 16 | 67.65 | temperature | 20.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
| 17 | 67.66 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 1 | 6 |
| 18 | 67.68 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 7 |
| 19 | 67.68 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 7 |
| 21 | 67.68 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 7 |
| 23 | 67.71 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
| 28 | 67.76 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 4 | 2 |
| 30 | 67.77 | wind | 1.0 | 43200 | < th | dose independent | rect. | 23 | 7 |
| 33 | 67.85 | radiation | 20.0 | 270 | < th | dose independent | rect. | 6 | 10 |
| 37 | 67.88 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 4 |
| 39 | 67.92 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 3 | 4 |
| 40 | 67.93 | wind | 1.0 | 43200 | > th | dose independent | rect. | 5 | 1 |
| 47 | 67.98 | temperature | 20.0 | 14400 | > th | dose dependent | rect. | 9 | 5 |
| 57 | 68.02 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
| 61 | 68.03 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 6 |
| 77 | 68.10 | radiation | 1.0 | 1440 | > th | dose dependent | rect. | 7 | 5 |
| 83 | 68.12 | temperature | 20.0 | 14400 | > th | dose dependent | rect. | 9 | 2 |
| 89 | 68.12 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 22 | 15 |
| 106 | 68.14 | wind | 1.0 | 43200 | > th | dose independent | rect. | 24 | 6 |
| 109 | 68.14 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 1 | 14 |
| 110 | 68.14 | radiation | 40.0 | 720 | < th | dose independent | rect. | 21 | 16 |
| 136 | 68.18 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 3 | 5 |
| 158 | 68.21 | radiation | 20.0 | 720 | < th | dose independent | rect. | 6 | 7 |
| 170 | 68.22 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 5 | 1 |
| 186 | 68.25 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 8 | 4 |
| 196 | 68.26 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 8 | 2 |
| 223 | 68.29 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 9 | 1 |
| 233 | 68.31 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 1 | 15 |
| 254 | 68.33 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 3 | 11 |
| 271 | 68.35 | wind | 3.0 | 43200 | > th | dose independent | rect. | 7 | 1 |
| 291 | 68.37 | temperature | 20.0 | 14400 | > th | dose dependent | sin | 0 | NA |
| 353 | 68.41 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 7 | 7 |
| 360 | 68.42 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 18 | 18 |
| 389 | 68.44 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 22 | 14 |
| 440 | 68.49 | temperature | 25.0 | 14400 | > th | dose independent | sin | 4 | NA |
| 441 | 68.49 | radiation | 20.0 | 1440 | > th | dose independent | rect. | 9 | 1 |
| 454 | 68.50 | wind | 1.0 | 43200 | > th | dose independent | rect. | 3 | 4 |
| 471 | 68.51 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 8 | 4 |
| 478 | 68.52 | wind | 1.0 | 43200 | < th | dose independent | rect. | 5 | 1 |
| 494 | 68.53 | radiation | 20.0 | 4320 | > th | dose dependent | rect. | 7 | 1 |
| 552 | 68.58 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 13 | 1 |
| 553 | 68.58 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 10 | 3 |
| 579 | 68.60 | temperature | 25.0 | 14400 | < th | dose independent | sin | 3 | NA |
| 616 | 68.63 | wind | 3.0 | 43200 | < th | dose independent | rect. | 7 | 1 |
| 652 | 68.64 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 19 | 17 |
| 835 | 68.77 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 13 | 4 |
| 858 | 68.79 | temperature | 30.0 | 14400 | < th | dose dependent | sin | 0 | NA |
| 924 | 68.83 | radiation | 1.0 | 1440 | > th | dose dependent | rect. | 9 | 1 |
| 960 | 68.86 | radiation | 20.0 | 1440 | > th | dose independent | rect. | 8 | 4 |
| 977 | 68.87 | wind | 1.0 | 43200 | > th | dose independent | rect. | 3 | 6 |
| 981 | 68.87 | humidity | 70.0 | 14400 | > th | dose dependent | rect. | 14 | 1 |
| 988 | 68.87 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 6 | 10 |