Os03g0580200
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Lipolytic enzyme, G-D-S-L family protein.
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Os03g0580200 |
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 = radiation,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 234.13 | 0.719 | 9.94 | 0.512 | 2.21 | -0.981 | -4 | -1.9 | -0.218 | 16.8 | 17.53 | 32664 | -- | -- |
| 240.09 | 0.722 | 9.92 | 0.481 | 2.19 | -1.16 | -4.08 | -- | -0.252 | 16.8 | 24.48 | 32550 | -- | -- |
| 272.48 | 0.769 | 9.97 | 0.704 | 2.22 | -1.06 | -- | -1.44 | -0.267 | 17.1 | 66.38 | 30240 | -- | -- |
| 278.86 | 0.778 | 9.93 | 0.647 | 2.21 | -1.07 | -- | -- | -0.233 | 17.1 | 137.5 | 30495 | -- | -- |
| 268.2 | 0.763 | 10 | 0.317 | -- | -2.49 | -- | 4.4 | -0.36 | -- | 7.261 | 591 | -- | -- |
| 277.09 | 0.78 | 9.88 | 0.289 | 2.24 | -- | -3.93 | -- | -0.0273 | 16.9 | -- | -- | -- | -- |
| 315.49 | 0.832 | 9.89 | 0.274 | 2.22 | -- | -- | -- | -0.0476 | 17.1 | -- | -- | -- | -- |
| 297.26 | 0.803 | 9.89 | 0.231 | -- | -2.64 | -- | -- | -0.189 | -- | 7.96 | 643 | -- | -- |
| 288.93 | 0.792 | 9.94 | -- | 2.2 | -0.904 | -- | -- | -0.249 | 17.2 | 92.79 | 30495 | -- | -- |
| 574.72 | 1.12 | 9.87 | 0.195 | -- | -- | -- | -- | -0.104 | -- | -- | -- | -- | -- |
| 317.47 | 0.833 | 9.9 | -- | 2.22 | -- | -- | -- | -0.0781 | 17.1 | -- | -- | -- | -- |
| 298.65 | 0.805 | 9.89 | -- | -- | -2.64 | -- | -- | -0.214 | -- | 7.66 | 645 | -- | -- |
| 575.72 | 1.12 | 9.87 | -- | -- | -- | -- | -- | -0.125 | -- | -- | -- | -- | -- |
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 | 233.15 | humidity | 70.0 | 43200 | > th | dose independent | rect. | 16 | 1 |
| 2 | 233.53 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 16 | 1 |
| 3 | 234.22 | radiation | 10.0 | 4320 | > th | dose independent | rect. | 15 | 1 |
| 4 | 234.28 | humidity | 60.0 | 43200 | < th | dose independent | rect. | 10 | 5 |
| 5 | 234.70 | humidity | 60.0 | 43200 | > th | dose independent | rect. | 9 | 5 |
| 14 | 235.11 | radiation | 20.0 | 4320 | < th | dose dependent | rect. | 15 | 1 |
| 27 | 235.72 | radiation | 20.0 | 43200 | < th | dose dependent | rect. | 15 | 1 |
| 31 | 235.81 | wind | 5.0 | 1440 | > th | dose dependent | rect. | 14 | 4 |
| 33 | 235.83 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 14 | 4 |
| 34 | 235.84 | radiation | 40.0 | 14400 | > th | dose dependent | rect. | 10 | 1 |
| 38 | 235.96 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 14 | 6 |
| 50 | 236.15 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 10 | 1 |
| 52 | 236.19 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 15 | 1 |
| 55 | 236.24 | radiation | 30.0 | 43200 | > th | dose independent | rect. | 15 | 1 |
| 108 | 236.55 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 8 | 8 |
| 123 | 236.72 | radiation | 10.0 | 4320 | < th | dose independent | rect. | 15 | 1 |
| 130 | 236.75 | humidity | 60.0 | 43200 | > th | dose independent | rect. | 11 | 2 |
| 147 | 237.00 | radiation | 1.0 | 43200 | > th | dose dependent | rect. | 15 | 2 |
| 151 | 237.04 | radiation | 10.0 | 43200 | < th | dose independent | sin | 16 | NA |
| 152 | 237.06 | radiation | 30.0 | 43200 | < th | dose dependent | rect. | 15 | 5 |
| 158 | 237.08 | humidity | 50.0 | 43200 | > th | dose dependent | rect. | 10 | 1 |
| 162 | 237.09 | humidity | 60.0 | 43200 | > th | dose independent | sin | 3 | NA |
| 224 | 237.29 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 11 | 5 |
| 265 | 237.47 | wind | 5.0 | 1440 | > th | dose dependent | rect. | 16 | 1 |
| 275 | 237.53 | humidity | 70.0 | 43200 | < th | dose dependent | rect. | 10 | 6 |
| 330 | 237.77 | humidity | 60.0 | 43200 | < th | dose independent | rect. | 12 | 1 |
| 340 | 237.81 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 15 | 3 |
| 375 | 237.92 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 9 | 3 |
| 379 | 237.94 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 10 | 1 |
| 380 | 237.99 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 11 | 5 |
| 381 | 237.99 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 11 | 5 |
| 383 | 238.02 | wind | 1.0 | 43200 | < th | dose independent | rect. | 2 | 4 |
| 391 | 238.07 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 7 | 10 |
| 407 | 238.14 | humidity | 70.0 | 43200 | < th | dose dependent | rect. | 2 | 15 |
| 417 | 238.15 | humidity | 70.0 | 43200 | < th | dose dependent | rect. | 5 | 12 |
| 436 | 238.26 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 16 | 19 |
| 444 | 238.28 | radiation | 20.0 | 43200 | < th | dose dependent | sin | 15 | NA |
| 470 | 238.33 | radiation | 10.0 | 4320 | < th | dose independent | rect. | 10 | 1 |
| 540 | 238.56 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 7 | 10 |
| 544 | 238.56 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 7 | 10 |
| 571 | 238.60 | wind | 1.0 | 43200 | > th | dose independent | rect. | 2 | 4 |
| 589 | 238.64 | humidity | 70.0 | 43200 | < th | dose dependent | rect. | 10 | 22 |
| 595 | 238.65 | humidity | 70.0 | 43200 | < th | dose dependent | rect. | 10 | 20 |
| 597 | 238.66 | humidity | 60.0 | 43200 | > th | dose independent | rect. | 10 | 20 |
| 607 | 238.68 | humidity | 70.0 | 43200 | < th | dose dependent | sin | 0 | NA |
| 610 | 238.69 | humidity | 60.0 | 43200 | > th | dose independent | rect. | 10 | 13 |
| 625 | 238.73 | wind | 5.0 | 14400 | > th | dose dependent | rect. | 15 | 2 |
| 641 | 238.79 | humidity | 60.0 | 43200 | < th | dose independent | sin | 0 | NA |
| 651 | 238.81 | humidity | 70.0 | 43200 | < th | dose dependent | rect. | 13 | 23 |
| 656 | 238.83 | wind | 5.0 | 1440 | > th | dose independent | rect. | 16 | 2 |
| 688 | 238.89 | humidity | 70.0 | 43200 | < th | dose independent | sin | 10 | NA |
| 689 | 238.89 | humidity | 70.0 | 43200 | < th | dose dependent | rect. | 14 | 1 |
| 792 | 239.08 | radiation | 20.0 | 14400 | > th | dose independent | rect. | 8 | 1 |
| 870 | 239.18 | humidity | 70.0 | 43200 | < th | dose dependent | no | NA | NA |
| 879 | 239.19 | humidity | 70.0 | 43200 | < th | dose dependent | rect. | 1 | 23 |
| 895 | 239.20 | humidity | 70.0 | 43200 | < th | dose dependent | rect. | 3 | 21 |
| 985 | 239.28 | humidity | 60.0 | 43200 | > th | dose independent | no | NA | NA |