Os11g0213600
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Peptidase S10, serine carboxypeptidase family protein.
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Os11g0213600 |
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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 95.86 | 0.46 | 7.84 | -2.05 | 0.72 | -1.69 | 1.63 | -1.65 | -0.101 | 2.1 | 23.1 | 365 | -- | -- |
| 98.64 | 0.463 | 7.87 | -2.21 | 0.688 | -1.35 | 1.54 | -- | -0.124 | 1.89 | 23.34 | 390 | -- | -- |
| 104.92 | 0.477 | 7.84 | -2.16 | 0.696 | -1.66 | -- | -1.27 | -0.101 | 2.48 | 22.9 | 409 | -- | -- |
| 106.53 | 0.481 | 7.87 | -2.29 | 0.705 | -1.4 | -- | -- | -0.154 | 2.46 | 23.42 | 393 | -- | -- |
| 126.42 | 0.524 | 7.85 | -2.07 | -- | -1.49 | -- | -1.44 | -0.131 | -- | 24.1 | 750 | -- | -- |
| 122.04 | 0.518 | 7.82 | -1.91 | 0.631 | -- | 1.5 | -- | 0.0763 | 1.54 | -- | -- | -- | -- |
| 130.86 | 0.536 | 7.83 | -1.96 | 0.639 | -- | -- | -- | 0.0667 | 1.94 | -- | -- | -- | -- |
| 128.96 | 0.529 | 7.88 | -2.3 | -- | -1.3 | -- | -- | -0.183 | -- | 24.7 | 766 | -- | -- |
| 230.17 | 0.707 | 7.79 | -- | 0.63 | -0.358 | -- | -- | 0.242 | 1.95 | 23.3 | 312 | -- | -- |
| 155.47 | 0.583 | 7.82 | -1.93 | -- | -- | -- | -- | 0.0815 | -- | -- | -- | -- | -- |
| 231.88 | 0.712 | 7.78 | -- | 0.603 | -- | -- | -- | 0.285 | 1.86 | -- | -- | -- | -- |
| 194.6 | 0.65 | 7.69 | -- | -- | 1.24 | -- | -- | 0.662 | -- | 28.5 | 47520 | -- | -- |
| 253.86 | 0.744 | 7.77 | -- | -- | -- | -- | -- | 0.296 | -- | -- | -- | -- | -- |
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 | 94.96 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 19 | 7 |
| 6 | 95.15 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 19 | 11 |
| 11 | 95.46 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 21 | 4 |
| 24 | 95.94 | temperature | 25.0 | 720 | < th | dose dependent | sin | 15 | NA |
| 55 | 97.17 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 19 | 4 |
| 65 | 97.56 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 19 | 6 |
| 72 | 97.71 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 21 | 12 |
| 90 | 98.17 | temperature | 25.0 | 270 | < th | dose dependent | sin | 9 | NA |
| 95 | 98.30 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 20 | 11 |
| 106 | 98.53 | temperature | 20.0 | 270 | > th | dose independent | rect. | 1 | 22 |
| 169 | 99.41 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
| 237 | 100.12 | temperature | 25.0 | 10 | < th | dose dependent | sin | 7 | NA |
| 245 | 100.22 | temperature | 20.0 | 270 | > th | dose independent | rect. | 17 | 14 |
| 250 | 100.26 | temperature | 20.0 | 720 | > th | dose independent | rect. | 11 | 19 |
| 312 | 100.76 | temperature | 20.0 | 90 | > th | dose independent | rect. | 19 | 12 |
| 313 | 100.79 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
| 395 | 101.38 | temperature | 25.0 | 270 | < th | dose dependent | no | NA | NA |
| 404 | 101.48 | temperature | 20.0 | 720 | > th | dose independent | rect. | 19 | 20 |
| 422 | 101.64 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 1 | 1 |
| 443 | 101.88 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 22 | 14 |
| 456 | 101.95 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 19 | 17 |
| 541 | 102.33 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 1 | 23 |
| 603 | 102.69 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 5 | 11 |
| 616 | 102.72 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 12 |
| 617 | 102.72 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 12 |
| 634 | 102.79 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 5 | 3 |
| 635 | 102.81 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 1 | 1 |
| 650 | 102.89 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 5 | 3 |
| 730 | 103.17 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
| 763 | 103.29 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 5 | 10 |
| 826 | 103.48 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 17 | 3 |
| 838 | 103.53 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 5 | 3 |
| 841 | 103.53 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 5 | 3 |
| 910 | 103.72 | temperature | 20.0 | 270 | < th | dose independent | rect. | 20 | 22 |
| 915 | 103.73 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 1 |
| 917 | 103.73 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 1 |
| 968 | 103.85 | temperature | 25.0 | 720 | > th | dose independent | rect. | 19 | 3 |
| 973 | 103.86 | temperature | 15.0 | 720 | > th | dose dependent | sin | 11 | NA |
| 991 | 103.91 | temperature | 20.0 | 720 | > th | dose independent | sin | 16 | NA |