Os10g0530300
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Glutathione-S-transferase 2.
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Os10g0530300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Glutathione-S-transferase 2.
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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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190.22 | 0.648 | 8.05 | -0.524 | 0.869 | 0.951 | -0.122 | 3.59 | -0.441 | 8.38 | 30.2 | 675 | -- | -- |
| 190.21 | 0.642 | 8.01 | -0.19 | 0.885 | 1.32 | -0.0128 | -- | -0.446 | 8.32 | 30.4 | 687 | -- | -- |
| 190.26 | 0.642 | 8.05 | -0.513 | 0.871 | 0.96 | -- | 3.42 | -0.439 | 8.37 | 30.19 | 675 | -- | -- |
| 190.21 | 0.642 | 8.01 | -0.191 | 0.883 | 1.32 | -- | -- | -0.447 | 8.32 | 30.4 | 685 | -- | -- |
| 220.52 | 0.692 | 8.03 | -0.465 | -- | 1.56 | -- | 3.19 | -0.323 | -- | 29.45 | 647 | -- | -- |
| 227.1 | 0.706 | 7.97 | -0.408 | 1.24 | -- | 0.703 | -- | -0.318 | 7.94 | -- | -- | -- | -- |
| 228.54 | 0.708 | 7.97 | -0.388 | 1.24 | -- | -- | -- | -0.319 | 7.99 | -- | -- | -- | -- |
| 221.33 | 0.693 | 8.01 | -0.0988 | -- | 1.88 | -- | -- | -0.303 | -- | 29.54 | 648 | -- | -- |
| 191.13 | 0.644 | 8.01 | -- | 0.879 | 1.34 | -- | -- | -0.432 | 8.3 | 30.4 | 697 | -- | -- |
| 311.88 | 0.825 | 8.01 | -0.376 | -- | -- | -- | -- | -0.303 | -- | -- | -- | -- | -- |
| 232.51 | 0.713 | 7.96 | -- | 1.23 | -- | -- | -- | -0.275 | 8.01 | -- | -- | -- | -- |
| 221.58 | 0.693 | 8 | -- | -- | 1.9 | -- | -- | -0.292 | -- | 29.59 | 647 | -- | -- |
| 315.6 | 0.829 | 8 | -- | -- | -- | -- | -- | -0.261 | -- | -- | -- | -- | -- |
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 | 177.15 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 21 | 2 |
| 6 | 179.55 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 18 | 1 |
| 8 | 180.27 | wind | 1.0 | 43200 | > th | dose independent | rect. | 8 | 1 |
| 10 | 180.38 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 21 | 1 |
| 20 | 181.70 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 21 | 2 |
| 21 | 181.76 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 9 | 1 |
| 23 | 181.80 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 17 | 6 |
| 34 | 182.21 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 4 | 19 |
| 45 | 182.62 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 8 | 1 |
| 48 | 182.64 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 9 | 16 |
| 54 | 182.82 | humidity | 90.0 | 14400 | > th | dose dependent | sin | 17 | NA |
| 66 | 183.12 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
| 69 | 183.18 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 12 | 11 |
| 72 | 183.22 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 10 | 13 |
| 89 | 183.53 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 9 | 1 |
| 94 | 183.67 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 18 | 5 |
| 107 | 183.82 | humidity | 90.0 | 14400 | < th | dose independent | sin | 18 | NA |
| 113 | 183.98 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 18 | 1 |
| 152 | 184.45 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 9 | 16 |
| 153 | 184.46 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 18 | 1 |
| 162 | 184.61 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 23 | 23 |
| 180 | 184.83 | wind | 9.0 | 14400 | > th | dose independent | rect. | 20 | 15 |
| 187 | 184.87 | wind | 9.0 | 14400 | < th | dose independent | rect. | 20 | 15 |
| 190 | 184.94 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 9 | 14 |
| 202 | 185.07 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 8 | 19 |
| 206 | 185.10 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 12 | 11 |
| 231 | 185.30 | humidity | 90.0 | 14400 | > th | dose independent | sin | 17 | NA |
| 238 | 185.37 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 9 | 2 |
| 240 | 185.38 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 2 | 21 |
| 252 | 185.50 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 9 | 18 |
| 256 | 185.53 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 10 |
| 260 | 185.54 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 2 | 1 |
| 261 | 185.56 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 10 |
| 262 | 185.56 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 10 |
| 267 | 185.62 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 5 | 18 |
| 293 | 185.81 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 21 | 8 |
| 301 | 185.88 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 20 | 1 |
| 305 | 185.89 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 2 | 21 |
| 342 | 186.10 | wind | 3.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
| 354 | 186.18 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 1 |
| 360 | 186.23 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 2 | 1 |
| 362 | 186.25 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 21 | 9 |
| 367 | 186.28 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
| 388 | 186.38 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 1 |
| 389 | 186.38 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 4 | 19 |
| 390 | 186.38 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 20 | 15 |
| 395 | 186.41 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 1 |
| 397 | 186.41 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 1 |
| 402 | 186.42 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 12 | 23 |
| 409 | 186.43 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 15 | 23 |
| 410 | 186.44 | humidity | 90.0 | 14400 | > th | dose dependent | no | NA | NA |
| 448 | 186.56 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 18 | 23 |
| 449 | 186.57 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 10 |
| 457 | 186.60 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 6 | 1 |
| 482 | 186.69 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 15 | 20 |
| 510 | 186.82 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 19 | 3 |
| 540 | 186.92 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 20 | 22 |
| 544 | 186.94 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 17 | 21 |
| 559 | 187.00 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 10 | 1 |
| 560 | 187.00 | atmosphere | 1000.0 | 43200 | < th | dose dependent | rect. | 14 | 1 |
| 564 | 187.01 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 19 | 1 |
| 573 | 187.03 | radiation | 40.0 | 43200 | > th | dose independent | rect. | 10 | 1 |
| 579 | 187.04 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 17 | 18 |
| 587 | 187.08 | wind | 1.0 | 43200 | < th | dose independent | rect. | 1 | 1 |
| 621 | 187.19 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 21 | 1 |
| 627 | 187.21 | wind | 3.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
| 650 | 187.29 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 13 | 19 |
| 658 | 187.32 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 6 | 1 |
| 659 | 187.32 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 21 | 10 |
| 674 | 187.39 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 12 | 23 |
| 699 | 187.49 | humidity | 90.0 | 14400 | < th | dose independent | no | NA | NA |
| 732 | 187.59 | atmosphere | 1000.0 | 43200 | < th | dose independent | rect. | 11 | 2 |
| 750 | 187.65 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 2 | 5 |
| 783 | 187.75 | wind | 9.0 | 43200 | < th | dose independent | rect. | 20 | 19 |
| 792 | 187.78 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 21 |
| 807 | 187.84 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 16 |
| 809 | 187.85 | wind | 9.0 | 43200 | > th | dose independent | rect. | 20 | 19 |
| 812 | 187.86 | wind | 9.0 | 43200 | > th | dose independent | rect. | 17 | 22 |
| 817 | 187.88 | atmosphere | 1000.0 | 43200 | > th | dose independent | rect. | 11 | 1 |
| 821 | 187.88 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 4 | 2 |
| 843 | 187.93 | wind | 9.0 | 43200 | > th | dose independent | rect. | 19 | 21 |
| 888 | 188.05 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 12 | 23 |
| 893 | 188.07 | wind | 3.0 | 43200 | < th | dose independent | rect. | 6 | 4 |
| 896 | 188.07 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 5 | 11 |
| 902 | 188.09 | wind | 3.0 | 43200 | > th | dose independent | rect. | 6 | 4 |
| 903 | 188.09 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 17 | 21 |
| 909 | 188.11 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 15 | 23 |
| 912 | 188.12 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 22 | 1 |
| 929 | 188.18 | humidity | 90.0 | 14400 | > th | dose independent | no | NA | NA |
| 948 | 188.22 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 15 | 20 |
| 949 | 188.22 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 20 | 23 |
| 952 | 188.23 | wind | 3.0 | 43200 | < th | dose independent | rect. | 9 | 1 |
| 973 | 188.26 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 21 | 3 |
| 974 | 188.26 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 5 | 6 |
| 977 | 188.27 | atmosphere | 1000.0 | 43200 | < th | dose independent | rect. | 14 | 1 |
| 997 | 188.32 | temperature | 25.0 | 14400 | < th | dose dependent | rect. | 17 | 1 |