Os09g0455900
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Esterase/lipase/thioesterase domain containing protein.
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Os09g0455900 |
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 = humidity,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 108.15 | 0.489 | 9.56 | -0.919 | 2.1 | 1.05 | 0.729 | 0.283 | -0.0546 | 6.92 | 78.92 | 1263 | -- | -- |
| 107.49 | 0.483 | 9.56 | -0.951 | 2.1 | 1.08 | 0.943 | -- | -0.0624 | 7.01 | 77 | 1232 | -- | -- |
| 108.76 | 0.486 | 9.56 | -0.915 | 2.11 | 1.03 | -- | 0.291 | -0.0691 | 6.9 | 77 | 1262 | -- | -- |
| 108.61 | 0.485 | 9.56 | -0.932 | 2.13 | 0.959 | -- | -- | -0.0644 | 6.9 | 75.29 | 1252 | -- | -- |
| 337.02 | 0.855 | 9.57 | -0.909 | -- | 1.34 | -- | 0.124 | -0.0101 | -- | 77 | 1340 | -- | -- |
| 123.1 | 0.52 | 9.55 | -0.887 | 2.13 | -- | 0.74 | -- | -0.00851 | 6.67 | -- | -- | -- | -- |
| 124.49 | 0.522 | 9.55 | -0.875 | 2.14 | -- | -- | -- | -0.0107 | 6.66 | -- | -- | -- | -- |
| 337.02 | 0.855 | 9.57 | -0.879 | -- | 1.37 | -- | -- | 0.00535 | -- | 77 | 1343 | -- | -- |
| 132.66 | 0.536 | 9.53 | -- | 2.18 | 0.901 | -- | -- | 0.00726 | 6.92 | 79.1 | 1242 | -- | -- |
| 362.73 | 0.89 | 9.59 | -0.825 | -- | -- | -- | -- | 0.0321 | -- | -- | -- | -- | -- |
| 144.68 | 0.563 | 9.53 | -- | 2.13 | -- | -- | -- | 0.0868 | 6.68 | -- | -- | -- | -- |
| 355.98 | 0.879 | 9.6 | -- | -- | 1.22 | -- | -- | -0.0194 | -- | 85 | 1373 | -- | -- |
| 380.69 | 0.911 | 9.57 | -- | -- | -- | -- | -- | 0.124 | -- | -- | -- | -- | -- |
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 | 97.60 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 1 |
| 2 | 98.75 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 19 | 4 |
| 3 | 98.76 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 18 | 7 |
| 28 | 100.89 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 11 | 15 |
| 50 | 101.75 | humidity | 90.0 | 720 | > th | dose dependent | sin | 18 | NA |
| 56 | 102.15 | humidity | 90.0 | 720 | > th | dose independent | rect. | 19 | 6 |
| 59 | 102.22 | humidity | 90.0 | 720 | > th | dose independent | rect. | 20 | 1 |
| 62 | 102.23 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 6 | 20 |
| 73 | 102.60 | humidity | 90.0 | 720 | > th | dose independent | rect. | 20 | 3 |
| 108 | 103.53 | humidity | 70.0 | 270 | > th | dose dependent | rect. | 18 | 8 |
| 127 | 104.08 | humidity | 90.0 | 720 | < th | dose independent | rect. | 18 | 6 |
| 128 | 104.13 | humidity | 90.0 | 720 | < th | dose independent | rect. | 19 | 3 |
| 151 | 104.45 | humidity | 90.0 | 720 | > th | dose independent | rect. | 11 | 15 |
| 176 | 105.00 | wind | 1.0 | 90 | < th | dose dependent | rect. | 24 | 1 |
| 181 | 105.07 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 14 | 12 |
| 194 | 105.25 | wind | 1.0 | 90 | < th | dose independent | rect. | 24 | 1 |
| 227 | 105.80 | humidity | 90.0 | 720 | > th | dose independent | sin | 17 | NA |
| 228 | 105.81 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 3 |
| 232 | 105.92 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 3 |
| 273 | 106.47 | humidity | 90.0 | 10 | < th | dose independent | rect. | 17 | 16 |
| 313 | 106.75 | temperature | 20.0 | 90 | > th | dose independent | rect. | 20 | 8 |
| 373 | 107.24 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 8 |
| 385 | 107.31 | humidity | 60.0 | 720 | > th | dose dependent | sin | 15 | NA |
| 388 | 107.34 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 8 |
| 392 | 107.36 | humidity | 90.0 | 10 | < th | dose independent | rect. | 17 | 14 |
| 431 | 107.51 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 14 | 18 |
| 466 | 107.66 | temperature | 25.0 | 10 | > th | dose independent | rect. | 18 | 15 |
| 506 | 107.80 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 16 | 14 |
| 507 | 107.80 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 16 | 14 |
| 510 | 107.82 | humidity | 90.0 | 10 | < th | dose independent | rect. | 3 | 6 |
| 511 | 107.83 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 4 | 1 |
| 544 | 108.01 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 2 | 4 |
| 557 | 108.05 | humidity | 90.0 | 720 | < th | dose independent | rect. | 10 | 14 |
| 646 | 108.47 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 8 | 9 |
| 654 | 108.49 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 19 | 9 |
| 659 | 108.50 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 15 | 2 |
| 699 | 108.65 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 11 | 3 |
| 720 | 108.72 | humidity | 80.0 | 1440 | < th | dose independent | sin | 21 | NA |
| 760 | 108.86 | temperature | 25.0 | 10 | > th | dose independent | sin | 8 | NA |
| 775 | 108.93 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 16 | 1 |
| 787 | 108.95 | temperature | 25.0 | 10 | > th | dose independent | rect. | 1 | 8 |
| 799 | 108.98 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 4 | 5 |
| 832 | 109.07 | radiation | 10.0 | 90 | < th | dose independent | rect. | 4 | 16 |
| 837 | 109.09 | radiation | 10.0 | 270 | < th | dose independent | rect. | 2 | 18 |
| 857 | 109.14 | temperature | 25.0 | 10 | > th | dose independent | rect. | 3 | 6 |
| 893 | 109.21 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 16 | 1 |
| 896 | 109.22 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 19 | 1 |
| 951 | 109.33 | humidity | 90.0 | 720 | < th | dose dependent | sin | 16 | NA |
| 962 | 109.34 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 12 | 16 |
| 975 | 109.37 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 5 | 21 |
| 976 | 109.38 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 15 | 3 |
| 986 | 109.39 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 8 | 23 |
| 990 | 109.39 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 8 | 23 |