Os07g0162600
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Esterase/lipase/thioesterase domain containing protein.
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Os07g0162600 |
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 = rect.)
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 351.16 | 0.88 | 9.44 | 1.36 | 1.85 | -2.64 | 1.14 | 2.13 | 1.26 | 20.6 | 79.42 | 1463 | 6.92 | 7.15 |
| 353.87 | 0.876 | 9.48 | 1.2 | 1.89 | -2.5 | 1.19 | -- | 1.15 | 20.5 | 79 | 1474 | 6.95 | 7.6 |
| 352.2 | 0.874 | 9.46 | 1.36 | 1.84 | -2.64 | -- | 2.11 | 1.21 | 20.6 | 78.98 | 1469 | 6.95 | 7.08 |
| 356.39 | 0.879 | 9.48 | 1.09 | 1.9 | -2.42 | -- | -- | 1.17 | 20.8 | 79 | 1449 | 6.95 | 7.67 |
| 517.43 | 1.06 | 9.43 | 1.34 | -- | -2.95 | -- | 2.27 | 1.22 | -- | 78.42 | 1545 | 7.05 | 7.23 |
| 501.21 | 1.05 | 9.56 | 0.567 | 1.91 | -- | 0.767 | -- | 0.857 | 20.7 | -- | -- | -- | -- |
| 503.05 | 1.05 | 9.56 | 0.541 | 1.91 | -- | -- | -- | 0.856 | 20.7 | -- | -- | -- | -- |
| 523.71 | 1.07 | 9.44 | 1.28 | -- | -2.91 | -- | -- | 1.15 | -- | 78.63 | 1543 | 7.07 | 7.23 |
| 385.6 | 0.915 | 9.52 | -- | 1.9 | -2.22 | -- | -- | 1.04 | 20.7 | 78.01 | 1456 | 7.05 | 7.83 |
| 708.75 | 1.24 | 9.51 | 0.537 | -- | -- | -- | -- | 0.84 | -- | -- | -- | -- | -- |
| 510.76 | 1.06 | 9.57 | -- | 1.9 | -- | -- | -- | 0.795 | 20.8 | -- | -- | -- | -- |
| 548.84 | 1.09 | 9.47 | -- | -- | -2.86 | -- | -- | 0.999 | -- | 79.29 | 1556 | 6.91 | 7.29 |
| 716.36 | 1.25 | 9.52 | -- | -- | -- | -- | -- | 0.781 | -- | -- | -- | -- | -- |
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 | 353.94 | humidity | 80 | 1440 | < th | dose independent | rect. | 7 | 7 |
| 14 | 360.27 | humidity | 70 | 1440 | > th | dose independent | rect. | 18 | 19 |
| 16 | 360.65 | humidity | 80 | 1440 | > th | dose independent | rect. | 6 | 9 |
| 30 | 363.08 | humidity | 80 | 1440 | < th | dose independent | sin | 3 | NA |
| 33 | 363.30 | humidity | 80 | 1440 | < th | dose dependent | rect. | 20 | 18 |
| 48 | 364.58 | humidity | 80 | 1440 | < th | dose dependent | rect. | 24 | 14 |
| 52 | 364.72 | humidity | 80 | 1440 | < th | dose dependent | sin | 7 | NA |
| 66 | 365.38 | temperature | 25 | 720 | > th | dose dependent | rect. | 18 | 3 |
| 69 | 365.52 | humidity | 60 | 1440 | > th | dose dependent | rect. | 11 | 2 |
| 94 | 366.81 | humidity | 80 | 1440 | > th | dose independent | sin | 2 | NA |
| 107 | 367.94 | humidity | 60 | 1440 | > th | dose dependent | rect. | 9 | 5 |
| 116 | 368.47 | humidity | 70 | 1440 | < th | dose independent | rect. | 18 | 19 |
| 122 | 369.45 | humidity | 70 | 1440 | > th | dose independent | sin | 9 | NA |
| 163 | 371.10 | humidity | 90 | 720 | < th | dose dependent | rect. | 18 | 3 |
| 177 | 371.87 | temperature | 25 | 720 | > th | dose dependent | rect. | 18 | 14 |
| 215 | 372.79 | humidity | 70 | 14400 | < th | dose independent | rect. | 18 | 2 |
| 244 | 373.57 | humidity | 70 | 14400 | < th | dose independent | rect. | 18 | 13 |
| 253 | 373.95 | humidity | 70 | 14400 | < th | dose independent | rect. | 18 | 4 |
| 273 | 374.42 | humidity | 70 | 14400 | > th | dose independent | rect. | 18 | 5 |
| 274 | 374.42 | humidity | 70 | 14400 | > th | dose independent | rect. | 18 | 13 |
| 279 | 374.50 | humidity | 70 | 14400 | > th | dose independent | rect. | 18 | 11 |
| 281 | 374.51 | humidity | 70 | 14400 | > th | dose independent | rect. | 18 | 9 |
| 293 | 374.88 | humidity | 70 | 14400 | > th | dose independent | rect. | 18 | 2 |
| 294 | 374.89 | humidity | 50 | 1440 | > th | dose dependent | sin | 0 | NA |
| 345 | 375.69 | humidity | 50 | 1440 | > th | dose dependent | rect. | 6 | 15 |
| 347 | 375.76 | humidity | 60 | 1440 | > th | dose dependent | rect. | 8 | 13 |
| 381 | 376.05 | wind | 1 | 14400 | < th | dose dependent | rect. | 4 | 1 |
| 430 | 376.49 | humidity | 90 | 1440 | < th | dose dependent | rect. | 11 | 2 |
| 492 | 377.14 | humidity | 90 | 1440 | < th | dose dependent | rect. | 3 | 18 |
| 525 | 377.43 | humidity | 70 | 1440 | < th | dose independent | sin | 9 | NA |
| 540 | 377.55 | humidity | 90 | 14400 | < th | dose dependent | rect. | 18 | 1 |
| 645 | 378.33 | humidity | 80 | 1440 | < th | dose dependent | rect. | 13 | 23 |
| 656 | 378.42 | humidity | 80 | 1440 | < th | dose dependent | no | NA | NA |
| 662 | 378.44 | humidity | 80 | 1440 | < th | dose dependent | rect. | 6 | 23 |
| 666 | 378.45 | humidity | 80 | 1440 | < th | dose dependent | rect. | 3 | 23 |
| 774 | 378.80 | humidity | 50 | 14400 | > th | dose dependent | rect. | 18 | 1 |
| 847 | 379.29 | humidity | 70 | 1440 | > th | dose independent | rect. | 9 | 23 |
| 848 | 379.30 | humidity | 70 | 1440 | > th | dose independent | rect. | 13 | 23 |
| 849 | 379.31 | temperature | 25 | 14400 | > th | dose independent | rect. | 19 | 1 |
| 919 | 379.85 | humidity | 70 | 1440 | > th | dose independent | rect. | 9 | 12 |
| 935 | 379.88 | humidity | 70 | 1440 | > th | dose independent | rect. | 9 | 20 |
| 949 | 379.89 | humidity | 70 | 1440 | > th | dose independent | rect. | 6 | 23 |
| 982 | 379.93 | humidity | 70 | 1440 | > th | dose independent | rect. | 6 | 21 |
| 987 | 379.94 | humidity | 70 | 1440 | > th | dose independent | no | NA | NA |
| 991 | 379.94 | humidity | 70 | 1440 | > th | dose independent | rect. | 4 | 23 |