Os07g0468100
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Glutathione S-transferase GST 19 (EC 2.5.1.18).
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Os07g0468100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Glutathione S-transferase GST 19 (EC 2.5.1.18).
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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 = wind,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 217.34 | 0.693 | 12.7 | -0.00923 | 1.89 | -1.27 | -0.000712 | -1.78 | 0.00686 | 22.7 | 7.5 | 4480 | -- | -- |
| 219.05 | 0.689 | 12.7 | -0.101 | 1.87 | -0.965 | -0.0795 | -- | 0.027 | 22.7 | 7.7 | 4516 | -- | -- |
| 217.34 | 0.687 | 12.7 | -0.00923 | 1.89 | -1.27 | -- | -1.78 | 0.00686 | 22.7 | 7.5 | 4480 | -- | -- |
| 218.84 | 0.689 | 12.7 | -0.038 | 1.87 | -1 | -- | -- | 0.0485 | 22.7 | 7.5 | 4516 | -- | -- |
| 419.95 | 0.954 | 12.7 | 0.0107 | -- | -0.943 | -- | -1.81 | 0.0174 | -- | 7.5 | 19415 | -- | -- |
| 239.77 | 0.726 | 12.7 | -0.44 | 1.76 | -- | 0.0135 | -- | 0.0371 | 22.6 | -- | -- | -- | -- |
| 239.77 | 0.725 | 12.7 | -0.441 | 1.76 | -- | -- | -- | 0.0371 | 22.6 | -- | -- | -- | -- |
| 413.89 | 0.948 | 12.7 | 0.0104 | -- | -0.747 | -- | -- | -0.0027 | -- | 6.7 | 5226 | -- | -- |
| 218.92 | 0.689 | 12.7 | -- | 1.87 | -1.01 | -- | -- | 0.0508 | 22.7 | 7.518 | 4516 | -- | -- |
| 431.63 | 0.971 | 12.6 | -0.408 | -- | -- | -- | -- | 0.046 | -- | -- | -- | -- | -- |
| 244.89 | 0.732 | 12.7 | -- | 1.76 | -- | -- | -- | 0.0862 | 22.6 | -- | -- | -- | -- |
| 401.54 | 0.933 | 12.7 | -- | -- | -1.46 | -- | -- | -0.211 | -- | 4 | 5087 | -- | -- |
| 436.01 | 0.975 | 12.6 | -- | -- | -- | -- | -- | 0.0912 | -- | -- | -- | -- | -- |
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 | 202.71 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 23 | 1 |
| 3 | 205.79 | radiation | 40.0 | 30 | < th | dose dependent | rect. | 23 | 23 |
| 6 | 206.37 | wind | 1.0 | 30 | > th | dose independent | rect. | 23 | 23 |
| 14 | 208.87 | wind | 7.0 | 4320 | < th | dose independent | rect. | 13 | 1 |
| 15 | 209.18 | wind | 7.0 | 4320 | > th | dose independent | rect. | 13 | 1 |
| 18 | 210.40 | radiation | 40.0 | 30 | < th | dose independent | rect. | 23 | 23 |
| 19 | 210.65 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 13 | 1 |
| 23 | 211.41 | wind | 7.0 | 4320 | < th | dose independent | rect. | 11 | 5 |
| 26 | 211.53 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 23 | 23 |
| 28 | 211.61 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 22 | 1 |
| 29 | 211.64 | wind | 1.0 | 720 | < th | dose independent | rect. | 4 | 1 |
| 37 | 212.16 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
| 38 | 212.17 | wind | 7.0 | 4320 | > th | dose independent | rect. | 11 | 5 |
| 41 | 212.26 | temperature | 25.0 | 30 | > th | dose independent | rect. | 22 | 1 |
| 42 | 212.28 | wind | 9.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
| 43 | 212.28 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
| 46 | 212.28 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
| 50 | 212.28 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
| 60 | 212.28 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
| 61 | 212.28 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
| 81 | 212.28 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 24 | 23 |
| 90 | 212.33 | radiation | 20.0 | 30 | < th | dose independent | rect. | 23 | 23 |
| 94 | 212.45 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 22 | 1 |
| 95 | 212.47 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
| 101 | 212.65 | humidity | 80.0 | 30 | > th | dose independent | rect. | 22 | 1 |
| 103 | 212.68 | humidity | 90.0 | 30 | < th | dose independent | rect. | 22 | 1 |
| 105 | 212.69 | wind | 5.0 | 30 | < th | dose independent | rect. | 22 | 1 |
| 108 | 212.71 | temperature | 15.0 | 30 | > th | dose independent | rect. | 23 | 23 |
| 109 | 212.71 | wind | 7.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
| 110 | 212.72 | wind | 1.0 | 30 | > th | dose independent | rect. | 22 | 1 |
| 111 | 212.72 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 22 | 1 |
| 114 | 212.72 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 22 | 1 |
| 117 | 212.74 | temperature | 10.0 | 30 | > th | dose independent | rect. | 22 | 1 |
| 119 | 212.74 | temperature | 30.0 | 30 | < th | dose independent | rect. | 22 | 1 |
| 120 | 212.74 | humidity | 50.0 | 30 | > th | dose independent | rect. | 22 | 1 |
| 123 | 212.74 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 22 | 1 |
| 124 | 212.74 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 22 | 1 |
| 126 | 212.74 | radiation | 1.0 | 30 | < th | dose independent | rect. | 22 | 1 |
| 131 | 212.74 | wind | 7.0 | 4320 | < th | dose independent | rect. | 5 | 11 |
| 133 | 212.74 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
| 138 | 212.75 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
| 148 | 212.85 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
| 154 | 212.97 | wind | 1.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
| 155 | 212.99 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
| 165 | 213.30 | humidity | 60.0 | 30 | > th | dose independent | rect. | 23 | 23 |
| 169 | 213.43 | wind | 7.0 | 4320 | > th | dose independent | rect. | 5 | 11 |
| 170 | 213.43 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
| 196 | 213.93 | wind | 9.0 | 30 | < th | dose independent | rect. | 23 | 23 |
| 258 | 214.48 | wind | 7.0 | 4320 | < th | dose independent | sin | 0 | NA |
| 259 | 214.49 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 10 | 5 |
| 264 | 214.65 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 23 | 23 |
| 265 | 214.65 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 23 | 23 |
| 288 | 214.93 | wind | 1.0 | 720 | > th | dose independent | rect. | 4 | 7 |
| 308 | 215.21 | wind | 7.0 | 4320 | > th | dose independent | sin | 1 | NA |
| 326 | 215.40 | wind | 3.0 | 720 | < th | dose dependent | rect. | 3 | 2 |
| 369 | 215.80 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 5 | 11 |
| 407 | 216.19 | wind | 1.0 | 90 | > th | dose independent | rect. | 23 | 10 |
| 432 | 216.34 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 22 | 8 |
| 434 | 216.36 | wind | 1.0 | 720 | < th | dose dependent | rect. | 4 | 10 |
| 505 | 217.02 | radiation | 1.0 | 10 | > th | dose dependent | rect. | 13 | 23 |
| 540 | 217.25 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 10 | 11 |
| 544 | 217.28 | wind | 7.0 | 4320 | < th | dose independent | rect. | 20 | 20 |
| 545 | 217.31 | wind | 7.0 | 4320 | > th | dose dependent | sin | 0 | NA |
| 548 | 217.35 | wind | 1.0 | 720 | < th | dose independent | rect. | 4 | 9 |
| 552 | 217.39 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 23 | 1 |
| 553 | 217.39 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 23 | 1 |
| 559 | 217.47 | temperature | 20.0 | 720 | > th | dose independent | rect. | 5 | 2 |
| 578 | 217.56 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 12 | 9 |
| 579 | 217.57 | wind | 7.0 | 4320 | > th | dose independent | rect. | 20 | 20 |
| 580 | 217.57 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 5 | 16 |
| 597 | 217.66 | wind | 7.0 | 4320 | < th | dose independent | rect. | 18 | 22 |
| 619 | 217.75 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 20 | 20 |
| 640 | 217.86 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 18 | 22 |
| 649 | 217.93 | temperature | 30.0 | 30 | < th | dose independent | rect. | 23 | 23 |
| 653 | 217.94 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 6 | 11 |
| 681 | 218.07 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 23 | 23 |
| 695 | 218.12 | wind | 7.0 | 4320 | > th | dose independent | rect. | 18 | 22 |
| 706 | 218.18 | wind | 1.0 | 720 | > th | dose independent | rect. | 3 | 14 |
| 769 | 218.40 | wind | 1.0 | 720 | < th | dose independent | rect. | 4 | 7 |
| 775 | 218.42 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 19 | 16 |
| 801 | 218.51 | wind | 7.0 | 4320 | < th | dose independent | rect. | 20 | 23 |
| 825 | 218.59 | wind | 1.0 | 720 | > th | dose independent | rect. | 23 | 16 |
| 880 | 218.79 | wind | 7.0 | 4320 | > th | dose independent | rect. | 10 | 21 |
| 887 | 218.81 | temperature | 25.0 | 270 | < th | dose independent | rect. | 12 | 18 |
| 897 | 218.84 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 23 | 8 |
| 914 | 218.89 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 19 | 23 |
| 918 | 218.91 | wind | 7.0 | 4320 | < th | dose independent | no | NA | NA |
| 920 | 218.92 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 19 | 16 |
| 995 | 219.18 | temperature | 25.0 | 720 | > th | dose independent | rect. | 16 | 7 |