Os01g0871100
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Esterase/lipase/thioesterase domain containing protein.
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Os01g0871100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Esterase/lipase/thioesterase domain containing 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 86.67 | 0.437 | 7.48 | -1.1 | 1.75 | -0.0958 | 0.711 | 6.68 | -0.209 | 9.36 | 29.61 | 1137 | -- | -- |
| 90.09 | 0.442 | 7.6 | -2.12 | 1.72 | 0.687 | 0.639 | -- | -0.231 | 9.31 | 31.94 | 2567 | -- | -- |
| 88.42 | 0.438 | 7.49 | -1.12 | 1.75 | -0.0805 | -- | 6.37 | -0.218 | 9.36 | 29.8 | 1165 | -- | -- |
| 91.18 | 0.445 | 7.61 | -2.17 | 1.75 | 0.666 | -- | -- | -0.222 | 9.3 | 31.12 | 2562 | -- | -- |
| 260.61 | 0.752 | 7.54 | -1.04 | -- | -0.201 | -- | 6.23 | -0.253 | -- | 30 | 1423 | -- | -- |
| 107.81 | 0.487 | 7.64 | -2.03 | 1.7 | -- | 0.56 | -- | -0.344 | 9.16 | -- | -- | -- | -- |
| 108.92 | 0.489 | 7.64 | -2.01 | 1.7 | -- | -- | -- | -0.344 | 9.16 | -- | -- | -- | -- |
| 254.38 | 0.743 | 7.67 | -2.19 | -- | 0.685 | -- | -- | -0.273 | -- | 29.81 | 5865 | -- | -- |
| 210.63 | 0.676 | 7.57 | -- | 1.72 | 0.493 | -- | -- | -0.0568 | 9.32 | 34.89 | 3591 | -- | -- |
| 276.27 | 0.777 | 7.68 | -2.02 | -- | -- | -- | -- | -0.335 | -- | -- | -- | -- | -- |
| 215.8 | 0.687 | 7.59 | -- | 1.7 | -- | -- | -- | -0.119 | 9.25 | -- | -- | -- | -- |
| 366.07 | 0.891 | 7.64 | -- | -- | 0.342 | -- | -- | -0.242 | -- | 33.9 | 7288 | -- | -- |
| 383.78 | 0.914 | 7.63 | -- | -- | -- | -- | -- | -0.111 | -- | -- | -- | -- | -- |
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 | 86.98 | humidity | 70 | 1440 | > th | dose independent | rect. | 16 | 3 |
| 2 | 87.29 | humidity | 70 | 1440 | > th | dose independent | rect. | 16 | 17 |
| 3 | 87.53 | humidity | 70 | 1440 | < th | dose independent | rect. | 16 | 2 |
| 11 | 87.84 | temperature | 30 | 720 | < th | dose independent | rect. | 16 | 3 |
| 13 | 87.89 | humidity | 70 | 1440 | > th | dose dependent | rect. | 18 | 1 |
| 14 | 87.91 | humidity | 60 | 14400 | < th | dose dependent | rect. | 16 | 2 |
| 15 | 87.99 | humidity | 80 | 1440 | < th | dose dependent | rect. | 18 | 1 |
| 16 | 88.02 | temperature | 30 | 720 | < th | dose independent | rect. | 15 | 5 |
| 18 | 88.04 | humidity | 70 | 1440 | > th | dose independent | rect. | 16 | 15 |
| 22 | 88.08 | humidity | 70 | 1440 | > th | dose independent | rect. | 16 | 13 |
| 24 | 88.09 | humidity | 70 | 1440 | > th | dose independent | rect. | 16 | 8 |
| 64 | 88.27 | temperature | 30 | 14400 | > th | dose independent | rect. | 15 | 1 |
| 73 | 88.31 | temperature | 30 | 14400 | < th | dose independent | rect. | 15 | 2 |
| 76 | 88.32 | humidity | 70 | 1440 | > th | dose independent | sin | 12 | NA |
| 124 | 88.75 | temperature | 30 | 720 | < th | dose independent | rect. | 15 | 13 |
| 125 | 88.76 | temperature | 30 | 14400 | < th | dose independent | rect. | 15 | 5 |
| 128 | 88.76 | temperature | 30 | 14400 | < th | dose independent | rect. | 15 | 14 |
| 139 | 88.79 | temperature | 30 | 720 | < th | dose independent | rect. | 16 | 11 |
| 165 | 88.98 | humidity | 60 | 14400 | < th | dose independent | rect. | 16 | 3 |
| 197 | 89.10 | radiation | 10 | 1440 | > th | dose independent | rect. | 17 | 14 |
| 203 | 89.14 | humidity | 80 | 1440 | < th | dose independent | rect. | 7 | 14 |
| 206 | 89.16 | humidity | 80 | 1440 | > th | dose independent | rect. | 6 | 16 |
| 212 | 89.19 | temperature | 30 | 1440 | > th | dose independent | rect. | 17 | 21 |
| 227 | 89.23 | temperature | 30 | 1440 | > th | dose dependent | rect. | 16 | 22 |
| 233 | 89.31 | humidity | 70 | 14400 | < th | dose independent | rect. | 18 | 1 |
| 234 | 89.31 | temperature | 30 | 1440 | < th | dose independent | rect. | 18 | 18 |
| 258 | 89.37 | temperature | 30 | 1440 | > th | dose dependent | rect. | 9 | 9 |
| 292 | 89.40 | temperature | 30 | 1440 | > th | dose dependent | sin | 0 | NA |
| 310 | 89.41 | temperature | 30 | 1440 | > th | dose dependent | no | NA | NA |
| 458 | 89.43 | temperature | 30 | 1440 | > th | dose dependent | rect. | 13 | 23 |
| 473 | 89.45 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 2 |
| 477 | 89.46 | temperature | 30 | 1440 | > th | dose dependent | sin | 9 | NA |
| 483 | 89.47 | humidity | 80 | 1440 | < th | dose dependent | rect. | 16 | 17 |
| 505 | 89.50 | temperature | 30 | 1440 | > th | dose dependent | rect. | 10 | 1 |
| 508 | 89.51 | humidity | 70 | 1440 | < th | dose independent | rect. | 15 | 18 |
| 531 | 89.54 | temperature | 30 | 14400 | > th | dose independent | sin | 13 | NA |
| 546 | 89.56 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 3 |
| 547 | 89.56 | temperature | 30 | 1440 | < th | dose independent | rect. | 20 | 16 |
| 569 | 89.58 | temperature | 30 | 1440 | < th | dose independent | rect. | 6 | 6 |
| 575 | 89.58 | temperature | 25 | 720 | > th | dose dependent | rect. | 17 | 15 |
| 607 | 89.61 | temperature | 30 | 1440 | < th | dose independent | rect. | 22 | 14 |
| 612 | 89.62 | temperature | 30 | 1440 | > th | dose independent | rect. | 9 | 5 |
| 651 | 89.65 | temperature | 30 | 14400 | < th | dose independent | sin | 13 | NA |
| 673 | 89.68 | temperature | 30 | 1440 | > th | dose independent | rect. | 9 | 3 |
| 674 | 89.68 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 4 |
| 677 | 89.68 | temperature | 30 | 1440 | > th | dose dependent | rect. | 13 | 1 |
| 681 | 89.69 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 7 |
| 688 | 89.70 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 14 |
| 691 | 89.70 | temperature | 30 | 14400 | > th | dose dependent | rect. | 15 | 1 |
| 692 | 89.70 | temperature | 30 | 14400 | > th | dose dependent | rect. | 15 | 3 |
| 707 | 89.71 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 12 |
| 721 | 89.72 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 9 |
| 734 | 89.73 | temperature | 30 | 1440 | > th | dose independent | sin | 9 | NA |
| 823 | 89.78 | temperature | 30 | 1440 | < th | dose independent | sin | 9 | NA |
| 845 | 89.81 | temperature | 30 | 14400 | > th | dose dependent | rect. | 17 | 1 |
| 846 | 89.82 | temperature | 30 | 1440 | < th | dose independent | rect. | 11 | 1 |
| 852 | 89.84 | radiation | 40 | 1440 | > th | dose independent | rect. | 14 | 1 |
| 933 | 89.91 | humidity | 50 | 14400 | > th | dose dependent | rect. | 18 | 1 |
| 937 | 89.91 | humidity | 70 | 1440 | > th | dose dependent | rect. | 6 | 17 |
| 970 | 89.95 | temperature | 30 | 14400 | > th | dose dependent | sin | 13 | NA |
| 978 | 89.97 | humidity | 80 | 1440 | > th | dose independent | rect. | 18 | 20 |