Os11g0432900
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Peptidase S10, serine carboxypeptidase family protein.
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Os11g0432900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Peptidase S10, serine carboxypeptidase 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 = temperature,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 203.85 | 0.671 | 8.82 | -0.953 | 4.01 | 2.09 | -0.574 | 2.31 | 0.284 | 8.08 | 19.4 | 6877 | -- | -- |
| 208.31 | 0.672 | 8.72 | -0.813 | 4.02 | 1.41 | -0.458 | -- | 0.325 | 8.06 | 19.4 | 6875 | -- | -- |
| 204.84 | 0.667 | 8.82 | -0.961 | 4.01 | 2.09 | -- | 2.3 | 0.287 | 8.09 | 19.4 | 6904 | -- | -- |
| 209.11 | 0.674 | 8.73 | -0.829 | 4.02 | 1.42 | -- | -- | 0.312 | 8.09 | 19.3 | 6907 | -- | -- |
| 1086.36 | 1.54 | 8.91 | -0.763 | -- | 2.27 | -- | 2.23 | 0.402 | -- | 19.06 | 7861 | -- | -- |
| 236.14 | 0.72 | 8.82 | -1.78 | 4.03 | -- | -0.511 | -- | -0.0549 | 8.12 | -- | -- | -- | -- |
| 236.93 | 0.721 | 8.82 | -1.8 | 4.03 | -- | -- | -- | -0.0544 | 8.13 | -- | -- | -- | -- |
| 1091.59 | 1.54 | 8.83 | -0.692 | -- | 1.47 | -- | -- | 0.41 | -- | 19.65 | 7902 | -- | -- |
| 206.98 | 0.67 | 8.68 | -- | 4.02 | 1.68 | -- | -- | 0.566 | 8.1 | 18.75 | 47520 | -- | -- |
| 1127.62 | 1.57 | 8.92 | -1.76 | -- | -- | -- | -- | -0.00621 | -- | -- | -- | -- | -- |
| 322.09 | 0.84 | 8.77 | -- | 4.02 | -- | -- | -- | 0.146 | 8.16 | -- | -- | -- | -- |
| 1091.83 | 1.54 | 8.76 | -- | -- | 1.65 | -- | -- | 0.692 | -- | 20.44 | 47520 | -- | -- |
| 1209.67 | 1.62 | 8.87 | -- | -- | -- | -- | -- | 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 | 196.78 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 16 | 9 |
| 5 | 196.94 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 1 | 5 |
| 7 | 196.95 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 21 | 9 |
| 8 | 196.96 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 4 | 2 |
| 9 | 196.96 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 17 | 8 |
| 11 | 196.97 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 23 | 7 |
| 16 | 196.98 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 16 | 10 |
| 17 | 196.99 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 4 | 2 |
| 31 | 197.00 | humidity | 90.0 | 43200 | < th | dose dependent | rect. | 21 | 1 |
| 43 | 197.29 | humidity | 50.0 | 43200 | > th | dose dependent | rect. | 1 | 1 |
| 45 | 197.30 | humidity | 50.0 | 43200 | > th | dose dependent | rect. | 21 | 5 |
| 47 | 197.32 | humidity | 60.0 | 43200 | > th | dose dependent | rect. | 21 | 1 |
| 64 | 197.41 | humidity | 90.0 | 43200 | < th | dose dependent | rect. | 18 | 8 |
| 72 | 197.45 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 23 | 9 |
| 89 | 197.52 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 23 | 9 |
| 92 | 197.52 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 23 | 9 |
| 132 | 197.64 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 1 | 7 |
| 139 | 197.67 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
| 156 | 197.70 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 4 | 1 |
| 183 | 197.75 | humidity | 80.0 | 43200 | < th | dose independent | sin | 15 | NA |
| 200 | 197.79 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 1 | 7 |
| 202 | 197.79 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 1 | 7 |
| 224 | 197.84 | humidity | 90.0 | 43200 | < th | dose dependent | sin | 13 | NA |
| 227 | 197.85 | humidity | 80.0 | 43200 | > th | dose independent | sin | 15 | NA |
| 258 | 197.90 | humidity | 50.0 | 43200 | > th | dose dependent | sin | 12 | NA |
| 293 | 197.95 | wind | 1.0 | 43200 | > th | dose independent | rect. | 11 | 3 |
| 310 | 197.98 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 6 | 3 |
| 345 | 198.04 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 23 | 9 |
| 496 | 198.35 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 20 | 4 |
| 498 | 198.35 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 1 | 7 |
| 507 | 198.37 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 21 | 2 |
| 539 | 198.45 | wind | 1.0 | 43200 | < th | dose independent | rect. | 11 | 3 |
| 585 | 198.51 | atmosphere | 1015.0 | 43200 | > th | dose dependent | rect. | 6 | 1 |
| 630 | 198.57 | atmosphere | 1015.0 | 43200 | < th | dose independent | rect. | 7 | 2 |
| 635 | 198.57 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 12 | 2 |
| 646 | 198.58 | temperature | 30.0 | 43200 | < th | dose dependent | rect. | 6 | 1 |
| 711 | 198.66 | temperature | 10.0 | 43200 | > th | dose dependent | rect. | 6 | 1 |
| 713 | 198.66 | humidity | 50.0 | 43200 | > th | dose dependent | rect. | 4 | 2 |
| 727 | 198.68 | atmosphere | 1015.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
| 768 | 198.71 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 16 | 1 |
| 961 | 198.94 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 15 | 3 |
| 969 | 198.95 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
| 972 | 198.95 | atmosphere | 1015.0 | 43200 | > th | dose dependent | rect. | 6 | 6 |