Os01g0649900
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Lipolytic enzyme, G-D-S-L family protein.
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Os01g0649900 |
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 = sin)
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 353.68 | 0.884 | 5.7 | -2.36 | 1.65 | -1.92 | 1.79 | 1.02 | 0.489 | 15.4 | 7.288 | 1453 | 10.4 | -- |
| 354.67 | 0.877 | 5.7 | -2.23 | 1.67 | -2.01 | 1.77 | -- | 0.522 | 15.7 | 7.2 | 1474 | 10.6 | -- |
| 363.58 | 0.888 | 5.7 | -2.32 | 1.67 | -1.86 | -- | 0.882 | 0.508 | 15.5 | 7.278 | 1456 | 10.6 | -- |
| 363.51 | 0.888 | 5.71 | -2.21 | 1.65 | -2.08 | -- | -- | 0.541 | 16.1 | 7.109 | 1492 | 10.3 | -- |
| 377.35 | 0.905 | 5.69 | -2.26 | -- | -3.02 | -- | -0.231 | 0.562 | -- | 5.959 | 2222 | 12.6 | -- |
| 421.72 | 0.963 | 5.64 | -2.3 | 1.66 | -- | 1.26 | -- | 0.768 | 15.1 | -- | -- | -- | -- |
| 426.97 | 0.968 | 5.64 | -2.28 | 1.67 | -- | -- | -- | 0.775 | 15.1 | -- | -- | -- | -- |
| 377.8 | 0.905 | 5.69 | -2.21 | -- | -2.93 | -- | -- | 0.535 | -- | 6.44 | 2227 | 12.6 | -- |
| 484.19 | 1.02 | 5.71 | -- | 1.66 | -2.39 | -- | -- | 0.668 | 16.3 | 10 | 1484 | 9.29 | -- |
| 585.67 | 1.13 | 5.64 | -2.35 | -- | -- | -- | -- | 0.732 | -- | -- | -- | -- | -- |
| 563.46 | 1.11 | 5.58 | -- | 1.71 | -- | -- | -- | 1.03 | 15.1 | -- | -- | -- | -- |
| 498.08 | 1.04 | 5.7 | -- | -- | -3.12 | -- | -- | 0.702 | -- | 9.413 | 2227 | 12.3 | -- |
| 730.94 | 1.26 | 5.58 | -- | -- | -- | -- | -- | 0.992 | -- | -- | -- | -- | -- |
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 | 353.89 | humidity | 80 | 720 | > th | dose independent | rect. | 19 | 2 |
| 3 | 355.64 | humidity | 70 | 720 | > th | dose independent | rect. | 18 | 10 |
| 4 | 356.87 | humidity | 80 | 720 | < th | dose independent | rect. | 19 | 2 |
| 6 | 358.64 | humidity | 80 | 720 | < th | dose dependent | rect. | 19 | 2 |
| 7 | 358.99 | humidity | 60 | 720 | > th | dose dependent | rect. | 18 | 3 |
| 8 | 359.14 | radiation | 10 | 1440 | < th | dose dependent | sin | 16 | NA |
| 9 | 359.20 | radiation | 10 | 1440 | < th | dose dependent | rect. | 11 | 13 |
| 10 | 359.21 | radiation | 10 | 1440 | < th | dose dependent | rect. | 11 | 11 |
| 11 | 359.21 | radiation | 10 | 1440 | < th | dose dependent | rect. | 11 | 15 |
| 16 | 359.26 | radiation | 10 | 1440 | < th | dose dependent | rect. | 11 | 9 |
| 20 | 359.41 | humidity | 60 | 720 | > th | dose dependent | rect. | 18 | 1 |
| 36 | 360.18 | wind | 3 | 4320 | < th | dose independent | rect. | 6 | 2 |
| 74 | 360.85 | wind | 3 | 4320 | < th | dose independent | rect. | 5 | 4 |
| 77 | 361.00 | wind | 3 | 4320 | > th | dose independent | rect. | 5 | 4 |
| 87 | 361.38 | wind | 3 | 4320 | > th | dose independent | rect. | 6 | 2 |
| 96 | 361.61 | radiation | 1 | 1440 | < th | dose independent | rect. | 8 | 16 |
| 97 | 361.64 | radiation | 1 | 1440 | < th | dose independent | rect. | 8 | 21 |
| 98 | 361.65 | radiation | 1 | 1440 | < th | dose independent | rect. | 8 | 14 |
| 99 | 361.65 | radiation | 1 | 1440 | < th | dose independent | rect. | 8 | 18 |
| 107 | 361.72 | radiation | 1 | 1440 | < th | dose independent | rect. | 8 | 12 |
| 114 | 362.32 | radiation | 1 | 1440 | < th | dose dependent | rect. | 8 | 16 |
| 115 | 362.37 | radiation | 1 | 1440 | < th | dose dependent | rect. | 8 | 14 |
| 116 | 362.38 | radiation | 1 | 1440 | < th | dose dependent | rect. | 8 | 18 |
| 123 | 362.44 | radiation | 1 | 1440 | < th | dose dependent | rect. | 8 | 12 |
| 149 | 362.75 | wind | 9 | 4320 | < th | dose dependent | rect. | 6 | 1 |
| 150 | 362.76 | radiation | 1 | 1440 | > th | dose independent | rect. | 8 | 21 |
| 151 | 362.80 | radiation | 1 | 1440 | > th | dose independent | rect. | 8 | 11 |
| 167 | 362.99 | wind | 5 | 4320 | < th | dose dependent | rect. | 6 | 1 |
| 169 | 363.10 | wind | 1 | 4320 | > th | dose dependent | rect. | 6 | 1 |
| 186 | 363.49 | radiation | 1 | 1440 | < th | dose independent | sin | 17 | NA |
| 188 | 363.49 | radiation | 10 | 1440 | > th | dose independent | rect. | 11 | 19 |
| 190 | 363.52 | radiation | 10 | 1440 | > th | dose independent | rect. | 11 | 7 |
| 203 | 363.61 | temperature | 30 | 720 | < th | dose independent | rect. | 18 | 1 |
| 275 | 364.57 | radiation | 1 | 1440 | > th | dose independent | sin | 17 | NA |
| 423 | 366.25 | atmosphere | 1015 | 4320 | > th | dose dependent | rect. | 10 | 1 |
| 430 | 366.28 | atmosphere | 1015 | 4320 | > th | dose independent | rect. | 11 | 1 |
| 467 | 366.67 | atmosphere | 1015 | 4320 | < th | dose independent | rect. | 11 | 1 |
| 512 | 367.60 | atmosphere | 1015 | 4320 | > th | dose dependent | rect. | 9 | 3 |
| 528 | 368.05 | radiation | 1 | 1440 | < th | dose independent | rect. | 17 | 7 |
| 533 | 368.09 | radiation | 1 | 1440 | < th | dose independent | rect. | 17 | 5 |
| 537 | 368.12 | radiation | 1 | 1440 | < th | dose independent | rect. | 17 | 9 |
| 538 | 368.12 | radiation | 1 | 1440 | < th | dose independent | rect. | 17 | 11 |
| 545 | 368.21 | radiation | 1 | 1440 | < th | dose independent | rect. | 17 | 3 |
| 551 | 368.31 | radiation | 40 | 1440 | < th | dose dependent | rect. | 17 | 7 |
| 560 | 368.50 | humidity | 70 | 1440 | > th | dose independent | rect. | 15 | 16 |
| 563 | 368.59 | humidity | 70 | 1440 | > th | dose independent | rect. | 15 | 11 |
| 570 | 368.61 | humidity | 70 | 1440 | > th | dose independent | rect. | 15 | 7 |
| 573 | 368.62 | radiation | 40 | 1440 | < th | dose dependent | rect. | 17 | 5 |
| 574 | 368.64 | humidity | 70 | 1440 | > th | dose independent | rect. | 15 | 5 |
| 663 | 369.23 | radiation | 40 | 1440 | < th | dose dependent | rect. | 17 | 3 |
| 716 | 369.54 | humidity | 70 | 1440 | > th | dose independent | sin | 13 | NA |
| 728 | 369.64 | radiation | 1 | 1440 | > th | dose independent | rect. | 17 | 2 |
| 753 | 369.95 | humidity | 70 | 1440 | > th | dose independent | rect. | 18 | 6 |
| 901 | 371.21 | humidity | 70 | 14400 | < th | dose independent | rect. | 7 | 2 |