Os03g0210200
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Proteinase inhibitor I25, cystatin domain containing protein.
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Os03g0210200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Proteinase inhibitor I25, cystatin 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 = 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 171.42 | 0.615 | 7.66 | 1.11 | 2.98 | -1.8 | -2.33 | 3.12 | 0.372 | 21.3 | 25.2 | 1901 | -- | -- |
| 176.97 | 0.62 | 7.72 | 0.492 | 2.94 | -1.56 | -1.91 | -- | 0.366 | 21.4 | 23.04 | 1905 | -- | -- |
| 190.68 | 0.643 | 7.69 | 1.06 | 3.01 | -1.76 | -- | 2.5 | 0.32 | 21.4 | 25.38 | 1952 | -- | -- |
| 193.44 | 0.648 | 7.71 | 0.505 | 3.03 | -1.53 | -- | -- | 0.263 | 21.5 | 24.89 | 1972 | -- | -- |
| 629.47 | 1.17 | 7.56 | 1.59 | -- | -1.92 | -- | 6.09 | 0.0208 | -- | 29.21 | 5845 | -- | -- |
| 241.79 | 0.729 | 7.78 | -0.0831 | 2.75 | -- | -2.33 | -- | 0.0338 | 21.5 | -- | -- | -- | -- |
| 261.73 | 0.758 | 7.78 | 0.00169 | 2.76 | -- | -- | -- | 0.0362 | 21.5 | -- | -- | -- | -- |
| 638.13 | 1.18 | 7.64 | 0.281 | -- | -1.2 | -- | -- | 0.272 | -- | 27.1 | 7268 | -- | -- |
| 196.88 | 0.654 | 7.76 | -- | 2.93 | -1.38 | -- | -- | 0.129 | 21.5 | 25.4 | 1933 | -- | -- |
| 709.87 | 1.24 | 7.71 | 0.0214 | -- | -- | -- | -- | 0.0289 | -- | -- | -- | -- | -- |
| 261.73 | 0.757 | 7.78 | -- | 2.76 | -- | -- | -- | 0.036 | 21.5 | -- | -- | -- | -- |
| 642.05 | 1.18 | 7.66 | -- | -- | -1.14 | -- | -- | 0.222 | -- | 28.17 | 7266 | -- | -- |
| 709.88 | 1.24 | 7.71 | -- | -- | -- | -- | -- | 0.0265 | -- | -- | -- | -- | -- |
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 | 169.53 | temperature | 20 | 14400 | > th | dose dependent | rect. | 17 | 1 |
| 2 | 169.86 | temperature | 25 | 4320 | < th | dose independent | rect. | 7 | 1 |
| 12 | 171.07 | temperature | 25 | 4320 | > th | dose independent | rect. | 7 | 2 |
| 19 | 171.56 | temperature | 25 | 14400 | < th | dose independent | rect. | 7 | 9 |
| 20 | 171.56 | temperature | 30 | 14400 | < th | dose dependent | rect. | 17 | 1 |
| 22 | 171.58 | temperature | 25 | 1440 | > th | dose dependent | rect. | 18 | 1 |
| 24 | 171.63 | temperature | 25 | 14400 | < th | dose independent | rect. | 4 | 12 |
| 25 | 171.64 | temperature | 25 | 14400 | < th | dose independent | rect. | 4 | 14 |
| 26 | 171.65 | temperature | 25 | 14400 | > th | dose independent | rect. | 4 | 12 |
| 34 | 171.74 | temperature | 25 | 14400 | > th | dose independent | rect. | 4 | 14 |
| 40 | 171.84 | temperature | 25 | 14400 | > th | dose independent | rect. | 7 | 9 |
| 50 | 171.88 | temperature | 25 | 14400 | < th | dose independent | sin | 0 | NA |
| 74 | 172.01 | temperature | 25 | 14400 | > th | dose independent | sin | 0 | NA |
| 75 | 172.01 | temperature | 25 | 14400 | > th | dose independent | rect. | 7 | 11 |
| 96 | 172.10 | temperature | 25 | 14400 | > th | dose independent | rect. | 10 | 10 |
| 98 | 172.11 | temperature | 25 | 14400 | > th | dose independent | rect. | 7 | 13 |
| 118 | 172.18 | temperature | 25 | 14400 | < th | dose independent | rect. | 10 | 10 |
| 176 | 172.39 | temperature | 25 | 14400 | < th | dose independent | rect. | 12 | 8 |
| 359 | 172.83 | temperature | 25 | 1440 | > th | dose dependent | rect. | 16 | 17 |
| 363 | 172.85 | temperature | 25 | 14400 | > th | dose independent | rect. | 10 | 1 |
| 381 | 172.90 | temperature | 20 | 14400 | > th | dose independent | rect. | 19 | 6 |
| 388 | 172.91 | temperature | 20 | 14400 | > th | dose dependent | sin | 20 | NA |
| 439 | 173.02 | temperature | 25 | 14400 | < th | dose independent | rect. | 10 | 1 |
| 450 | 173.04 | wind | 3 | 43200 | > th | dose dependent | rect. | 5 | 2 |
| 495 | 173.14 | temperature | 25 | 14400 | > th | dose independent | rect. | 7 | 22 |
| 694 | 173.51 | temperature | 25 | 14400 | > th | dose independent | no | NA | NA |
| 696 | 173.52 | temperature | 25 | 14400 | < th | dose independent | rect. | 13 | 1 |
| 719 | 173.56 | temperature | 25 | 14400 | < th | dose independent | no | NA | NA |
| 789 | 173.70 | temperature | 25 | 14400 | > th | dose independent | rect. | 12 | 23 |
| 790 | 173.70 | temperature | 25 | 14400 | > th | dose independent | rect. | 17 | 23 |
| 795 | 173.71 | temperature | 20 | 14400 | > th | dose dependent | rect. | 9 | 1 |
| 809 | 173.73 | temperature | 25 | 14400 | < th | dose independent | rect. | 12 | 23 |
| 839 | 173.79 | humidity | 90 | 14400 | > th | dose dependent | rect. | 22 | 1 |
| 851 | 173.81 | temperature | 25 | 14400 | > th | dose independent | rect. | 17 | 1 |
| 865 | 173.83 | temperature | 25 | 14400 | < th | dose independent | rect. | 17 | 23 |