Os01g0612900
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Lipolytic enzyme, G-D-S-L family protein.
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Os01g0612900 |
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 = 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 60.35 | 0.365 | 10.6 | 0.699 | 1.64 | 1.03 | 0.475 | -1.54 | -0.17 | 6 | 29.2 | 89 | -- | -- |
| 63.2 | 0.37 | 10.7 | 0.452 | 1.65 | 1.06 | 0.165 | -- | -0.23 | 5.93 | 28.25 | 125 | -- | -- |
| 60.84 | 0.363 | 10.6 | 0.689 | 1.66 | 1.03 | -- | -1.46 | -0.174 | 5.99 | 29.3 | 80 | -- | -- |
| 63.24 | 0.37 | 10.7 | 0.446 | 1.63 | 1.05 | -- | -- | -0.237 | 5.94 | 28.43 | 115 | -- | -- |
| 163.84 | 0.596 | 10.7 | 0.972 | -- | 2.49 | -- | -1.09 | -0.0604 | -- | 32.59 | 269 | -- | -- |
| 78.53 | 0.415 | 10.7 | 0.179 | 1.88 | -- | 0.0789 | -- | -0.456 | 5.5 | -- | -- | -- | -- |
| 78.55 | 0.415 | 10.7 | 0.179 | 1.88 | -- | -- | -- | -0.456 | 5.49 | -- | -- | -- | -- |
| 164.02 | 0.596 | 10.7 | 0.785 | -- | 2.4 | -- | -- | -0.0106 | -- | 31.45 | 268 | -- | -- |
| 67.94 | 0.384 | 10.7 | -- | 1.68 | 0.866 | -- | -- | -0.318 | 5.83 | 28.32 | 123 | -- | -- |
| 262.57 | 0.757 | 10.8 | 0.242 | -- | -- | -- | -- | -0.41 | -- | -- | -- | -- | -- |
| 79.39 | 0.417 | 10.7 | -- | 1.88 | -- | -- | -- | -0.476 | 5.49 | -- | -- | -- | -- |
| 178.96 | 0.623 | 10.7 | -- | -- | 2.18 | -- | -- | -0.151 | -- | 32.33 | 263 | -- | -- |
| 264.11 | 0.759 | 10.8 | -- | -- | -- | -- | -- | -0.437 | -- | -- | -- | -- | -- |
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 | 48.57 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 21 | 17 |
| 12 | 50.59 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 9 | 19 |
| 13 | 50.67 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 9 | 19 |
| 18 | 50.81 | temperature | 20.0 | 270 | > th | dose independent | rect. | 21 | 17 |
| 55 | 52.30 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 7 | 8 |
| 61 | 52.42 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 23 | 18 |
| 102 | 53.58 | temperature | 20.0 | 270 | > th | dose independent | rect. | 7 | 19 |
| 113 | 53.73 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 20 | 7 |
| 114 | 53.75 | temperature | 15.0 | 270 | > th | dose independent | rect. | 7 | 9 |
| 120 | 53.82 | temperature | 20.0 | 270 | > th | dose independent | rect. | 21 | 5 |
| 122 | 53.84 | temperature | 20.0 | 270 | > th | dose independent | rect. | 20 | 7 |
| 123 | 53.84 | humidity | 90.0 | 270 | < th | dose independent | rect. | 7 | 8 |
| 138 | 54.19 | temperature | 20.0 | 10 | > th | dose independent | rect. | 23 | 18 |
| 163 | 54.57 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 9 | 8 |
| 175 | 54.71 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 21 | 5 |
| 186 | 54.93 | radiation | 1.0 | 270 | > th | dose independent | rect. | 7 | 9 |
| 204 | 55.10 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 15 | 16 |
| 221 | 55.31 | wind | 1.0 | 270 | > th | dose independent | rect. | 15 | 16 |
| 240 | 55.49 | wind | 7.0 | 270 | < th | dose independent | rect. | 7 | 9 |
| 272 | 55.72 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 20 |
| 285 | 55.82 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 15 | 20 |
| 304 | 55.96 | radiation | 20.0 | 270 | < th | dose independent | rect. | 15 | 16 |
| 321 | 56.17 | humidity | 90.0 | 90 | < th | dose independent | rect. | 9 | 8 |
| 344 | 56.34 | temperature | 20.0 | 10 | > th | dose independent | rect. | 10 | 18 |
| 361 | 56.51 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 9 |
| 362 | 56.51 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 9 |
| 380 | 56.64 | temperature | 20.0 | 90 | > th | dose independent | rect. | 9 | 8 |
| 413 | 56.85 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 9 |
| 414 | 56.85 | temperature | 10.0 | 270 | > th | dose independent | rect. | 16 | 15 |
| 415 | 56.85 | radiation | 40.0 | 270 | < th | dose independent | rect. | 16 | 15 |
| 434 | 56.96 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 11 | 23 |
| 437 | 57.01 | humidity | 50.0 | 270 | > th | dose independent | rect. | 16 | 15 |
| 441 | 57.04 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 18 |
| 453 | 57.13 | radiation | 1.0 | 270 | > th | dose independent | sin | 1 | NA |
| 455 | 57.14 | wind | 9.0 | 270 | < th | dose independent | rect. | 16 | 15 |
| 472 | 57.24 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 2 | 7 |
| 494 | 57.36 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 9 |
| 496 | 57.36 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 22 | 3 |
| 508 | 57.45 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 1 | 20 |
| 609 | 58.02 | wind | 7.0 | 90 | < th | dose independent | rect. | 9 | 8 |
| 610 | 58.03 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 16 | 15 |
| 612 | 58.03 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 16 | 15 |
| 650 | 58.21 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 11 | 21 |
| 699 | 58.41 | temperature | 10.0 | 90 | > th | dose dependent | sin | 4 | NA |
| 701 | 58.42 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 3 | 21 |
| 726 | 58.58 | temperature | 20.0 | 10 | > th | dose independent | rect. | 23 | 5 |
| 735 | 58.63 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 16 | 15 |
| 736 | 58.63 | radiation | 1.0 | 270 | < th | dose independent | rect. | 3 | 17 |
| 758 | 58.76 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 9 | 8 |
| 771 | 58.80 | temperature | 10.0 | 270 | > th | dose dependent | sin | 7 | NA |
| 804 | 58.94 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 1 | 23 |
| 808 | 58.96 | wind | 9.0 | 270 | < th | dose dependent | rect. | 7 | 8 |
| 809 | 58.96 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 4 | 18 |
| 838 | 59.08 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 3 | 23 |
| 867 | 59.20 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 2 | 19 |
| 875 | 59.23 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 3 | 17 |
| 898 | 59.30 | radiation | 1.0 | 270 | < th | dose independent | rect. | 2 | 19 |
| 913 | 59.36 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 8 |
| 948 | 59.52 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 23 | 1 |