Os10g0393800
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Lipolytic enzyme, G-D-S-L family protein.
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Os10g0393800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Lipolytic enzyme, G-D-S-L 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 = wind,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 475.06 | 1.02 | 7.65 | 0.857 | 0.603 | 4.87 | -0.444 | 7.15 | 1.03 | 2.33 | 6 | 2517 | -- | -- |
| 491.16 | 1.03 | 7.51 | 0.676 | 0.546 | 3.77 | -0.18 | -- | 1.17 | 2.15 | 6.146 | 2427 | -- | -- |
| 475.37 | 1.02 | 7.64 | 0.898 | 0.625 | 4.97 | -- | 7.31 | 1.06 | 2.55 | 6.1 | 2514 | -- | -- |
| 489.75 | 1.03 | 7.52 | 0.68 | 0.638 | 3.62 | -- | -- | 1.16 | 2.4 | 6.1 | 2498 | -- | -- |
| 496.33 | 1.04 | 7.65 | 0.976 | -- | 5.18 | -- | 7.38 | 1.04 | -- | 5.9 | 2501 | -- | -- |
| 661.97 | 1.21 | 7.6 | -0.307 | 0.868 | -- | -0.973 | -- | 0.827 | 1.53 | -- | -- | -- | -- |
| 665.53 | 1.21 | 7.6 | -0.276 | 0.875 | -- | -- | -- | 0.831 | 1.82 | -- | -- | -- | -- |
| 511.19 | 1.05 | 7.53 | 0.757 | -- | 3.88 | -- | -- | 1.11 | -- | 5.884 | 2462 | -- | -- |
| 500.93 | 1.04 | 7.52 | -- | 0.691 | 3.36 | -- | -- | 1.15 | 2.21 | 6.2 | 2534 | -- | -- |
| 711.91 | 1.25 | 7.59 | -0.24 | -- | -- | -- | -- | 0.851 | -- | -- | -- | -- | -- |
| 667.53 | 1.21 | 7.59 | -- | 0.87 | -- | -- | -- | 0.862 | 1.81 | -- | -- | -- | -- |
| 524.7 | 1.07 | 7.55 | -- | -- | 3.65 | -- | -- | 1.01 | -- | 5.8 | 2464 | -- | -- |
| 713.43 | 1.25 | 7.58 | -- | -- | -- | -- | -- | 0.877 | -- | -- | -- | -- | -- |
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 | 475.57 | temperature | 20 | 14400 | < th | dose dependent | rect. | 4 | 15 |
| 3 | 476.12 | temperature | 20 | 14400 | < th | dose dependent | sin | 0 | NA |
| 11 | 477.74 | temperature | 25 | 720 | < th | dose dependent | rect. | 4 | 20 |
| 25 | 480.20 | temperature | 20 | 720 | > th | dose dependent | rect. | 15 | 20 |
| 56 | 482.94 | temperature | 25 | 270 | < th | dose dependent | rect. | 11 | 22 |
| 59 | 483.26 | temperature | 10 | 1440 | > th | dose dependent | rect. | 18 | 5 |
| 68 | 483.87 | temperature | 30 | 1440 | < th | dose dependent | rect. | 18 | 5 |
| 120 | 485.45 | temperature | 20 | 14400 | < th | dose dependent | rect. | 8 | 21 |
| 124 | 485.68 | radiation | 1 | 14400 | < th | dose dependent | rect. | 4 | 1 |
| 142 | 485.93 | temperature | 20 | 14400 | < th | dose dependent | rect. | 21 | 23 |
| 154 | 486.15 | wind | 5 | 1440 | > th | dose dependent | rect. | 21 | 16 |
| 157 | 486.22 | temperature | 20 | 14400 | < th | dose dependent | rect. | 15 | 1 |
| 169 | 486.36 | temperature | 20 | 14400 | < th | dose dependent | no | NA | NA |
| 181 | 486.49 | temperature | 20 | 14400 | < th | dose dependent | rect. | 14 | 3 |
| 189 | 486.62 | temperature | 20 | 14400 | < th | dose dependent | rect. | 12 | 23 |
| 199 | 486.87 | temperature | 20 | 14400 | < th | dose dependent | rect. | 14 | 23 |
| 228 | 487.33 | temperature | 30 | 1440 | < th | dose dependent | rect. | 21 | 1 |
| 262 | 487.85 | wind | 9 | 4320 | > th | dose dependent | rect. | 16 | 16 |
| 265 | 487.89 | temperature | 15 | 14400 | > th | dose independent | rect. | 2 | 3 |
| 280 | 488.06 | wind | 5 | 1440 | > th | dose independent | rect. | 22 | 16 |
| 281 | 488.07 | temperature | 20 | 14400 | < th | dose dependent | sin | 18 | NA |
| 290 | 488.18 | temperature | 15 | 14400 | > th | dose independent | rect. | 2 | 6 |
| 312 | 488.33 | temperature | 10 | 1440 | > th | dose dependent | rect. | 16 | 19 |
| 334 | 488.48 | wind | 9 | 4320 | > th | dose dependent | rect. | 16 | 8 |
| 339 | 488.51 | wind | 5 | 1440 | > th | dose dependent | sin | 6 | NA |
| 375 | 488.91 | wind | 5 | 1440 | < th | dose independent | rect. | 22 | 16 |
| 376 | 488.91 | temperature | 15 | 720 | > th | dose dependent | sin | 15 | NA |
| 387 | 489.02 | temperature | 25 | 270 | < th | dose dependent | rect. | 17 | 23 |
| 395 | 489.10 | temperature | 25 | 270 | < th | dose dependent | no | NA | NA |
| 420 | 489.33 | temperature | 20 | 14400 | > th | dose independent | rect. | 14 | 1 |
| 442 | 489.51 | temperature | 15 | 14400 | < th | dose independent | rect. | 2 | 3 |
| 465 | 489.79 | temperature | 20 | 14400 | < th | dose independent | rect. | 14 | 2 |
| 467 | 489.82 | temperature | 30 | 1440 | < th | dose dependent | rect. | 17 | 19 |
| 524 | 490.27 | temperature | 10 | 1440 | > th | dose dependent | sin | 13 | NA |
| 647 | 491.48 | wind | 9 | 4320 | < th | dose independent | rect. | 16 | 14 |
| 694 | 491.89 | radiation | 20 | 4320 | > th | dose independent | rect. | 16 | 1 |
| 719 | 492.02 | temperature | 15 | 14400 | < th | dose independent | rect. | 4 | 3 |
| 779 | 492.55 | wind | 5 | 4320 | > th | dose independent | rect. | 20 | 7 |
| 824 | 492.97 | temperature | 15 | 14400 | > th | dose independent | rect. | 5 | 2 |
| 826 | 492.97 | temperature | 30 | 1440 | < th | dose dependent | sin | 13 | NA |
| 838 | 493.08 | temperature | 15 | 14400 | > th | dose independent | rect. | 20 | 12 |
| 841 | 493.11 | wind | 9 | 4320 | > th | dose independent | rect. | 16 | 15 |
| 970 | 493.83 | temperature | 15 | 720 | > th | dose dependent | rect. | 10 | 22 |
| 987 | 493.95 | temperature | 20 | 14400 | < th | dose dependent | rect. | 3 | 2 |
| 991 | 493.96 | wind | 9 | 4320 | < th | dose independent | rect. | 16 | 9 |