Os01g0173000
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Putative thiol-disulphide oxidoreductase DCC family protein.
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Os01g0173000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Putative thiol-disulphide oxidoreductase DCC 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 = 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 118.08 | 0.511 | 13.2 | -0.312 | 1.55 | -0.879 | 1.66 | 1.23 | -0.32 | 9.11 | 70 | 8 | -- | -- |
| 123.07 | 0.521 | 13.2 | -0.245 | 1.54 | -0.891 | 1.19 | -- | -0.314 | 8.94 | 70 | 8 | -- | -- |
| 126.29 | 0.527 | 13.2 | -0.223 | 1.54 | -0.885 | -- | 0.602 | -0.32 | 9.04 | 71.17 | 15 | -- | -- |
| 127.67 | 0.53 | 13.2 | -0.199 | 1.54 | -0.859 | -- | -- | -0.312 | 9.06 | 71.01 | 15 | -- | -- |
| 255.56 | 0.749 | 13.2 | -0.221 | -- | -1.22 | -- | 0.674 | -0.309 | -- | 65.21 | 6 | -- | -- |
| 141.6 | 0.558 | 13.1 | -0.249 | 1.79 | -- | 0.998 | -- | -0.224 | 10.5 | -- | -- | -- | -- |
| 145.66 | 0.565 | 13.1 | -0.208 | 1.78 | -- | -- | -- | -0.221 | 10.6 | -- | -- | -- | -- |
| 257.1 | 0.75 | 13.2 | -0.197 | -- | -1.19 | -- | -- | -0.309 | -- | 66.09 | 6 | -- | -- |
| 128.72 | 0.531 | 13.2 | -- | 1.54 | -0.861 | -- | -- | -0.29 | 9.06 | 71 | 15 | -- | -- |
| 341.01 | 0.863 | 13.2 | -0.241 | -- | -- | -- | -- | -0.229 | -- | -- | -- | -- | -- |
| 146.8 | 0.567 | 13.1 | -- | 1.78 | -- | -- | -- | -0.198 | 10.6 | -- | -- | -- | -- |
| 257.87 | 0.75 | 13.2 | -- | -- | -1.2 | -- | -- | -0.283 | -- | 66 | 13 | -- | -- |
| 342.54 | 0.864 | 13.2 | -- | -- | -- | -- | -- | -0.202 | -- | -- | -- | -- | -- |
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 | 118.07 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 17 | 23 |
| 2 | 118.10 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 15 | 23 |
| 4 | 118.16 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 11 | 3 |
| 5 | 118.19 | humidity | 70.0 | 10 | > th | dose dependent | no | NA | NA |
| 6 | 118.19 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 9 | 23 |
| 7 | 118.23 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 16 | 20 |
| 10 | 118.28 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 3 |
| 11 | 118.28 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 11 | 23 |
| 12 | 118.28 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 13 | 23 |
| 13 | 118.32 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 12 | 8 |
| 14 | 118.32 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 12 | 10 |
| 15 | 118.32 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 12 | 12 |
| 40 | 118.48 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 7 | 23 |
| 43 | 118.49 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 1 | 23 |
| 109 | 119.08 | radiation | 10.0 | 1440 | < th | dose dependent | sin | 18 | NA |
| 115 | 119.16 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 3 |
| 140 | 119.76 | humidity | 80.0 | 30 | < th | dose independent | rect. | 20 | 22 |
| 153 | 119.97 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 9 | 3 |
| 154 | 119.97 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 9 | 3 |
| 155 | 120.00 | radiation | 10.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
| 174 | 120.31 | humidity | 90.0 | 30 | < th | dose independent | rect. | 23 | 19 |
| 197 | 120.57 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 9 | 1 |
| 201 | 120.62 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 9 | 4 |
| 207 | 120.67 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 21 | 23 |
| 210 | 120.70 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 8 | 6 |
| 216 | 120.73 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 16 | 18 |
| 284 | 121.30 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 19 | 23 |
| 287 | 121.31 | radiation | 1.0 | 90 | > th | dose independent | sin | 23 | NA |
| 290 | 121.34 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 2 | 23 |
| 293 | 121.37 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 2 | 21 |
| 301 | 121.43 | precipitation | 0.1 | 270 | > th | dose independent | sin | 11 | NA |
| 302 | 121.43 | precipitation | 0.1 | 270 | > th | dose independent | no | NA | NA |
| 303 | 121.43 | precipitation | 0.1 | 270 | < th | dose independent | no | NA | NA |
| 305 | 121.43 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 6 | 23 |
| 308 | 121.43 | precipitation | 0.1 | 270 | < th | dose dependent | no | NA | NA |
| 310 | 121.45 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 24 | 23 |
| 312 | 121.46 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 9 | 23 |
| 353 | 121.66 | precipitation | 0.1 | 270 | > th | dose dependent | sin | 10 | NA |
| 368 | 121.75 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 9 | 19 |
| 369 | 121.75 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 7 | 21 |
| 409 | 121.94 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 21 | 21 |
| 418 | 122.03 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 19 | 23 |
| 526 | 122.64 | humidity | 80.0 | 270 | < th | dose independent | rect. | 19 | 20 |
| 556 | 122.76 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 23 | 19 |
| 587 | 122.92 | humidity | 80.0 | 30 | < th | dose independent | rect. | 6 | 12 |
| 676 | 123.18 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 19 | 15 |
| 678 | 123.19 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 13 | 1 |
| 780 | 123.53 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 13 | 1 |
| 852 | 123.68 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 19 | 22 |
| 881 | 123.77 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 5 | 14 |
| 906 | 123.84 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 13 | 22 |
| 915 | 123.86 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 5 | 23 |
| 933 | 123.93 | radiation | 1.0 | 720 | < th | dose independent | rect. | 24 | 19 |
| 961 | 123.99 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 16 | 13 |
| 966 | 124.00 | humidity | 90.0 | 270 | < th | dose dependent | rect. | 19 | 20 |
| 977 | 124.03 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 13 | 20 |
| 979 | 124.03 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 10 | 23 |