Os11g0199200
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Protein disulfide isomerase (Fragment).
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Os11g0199200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Protein disulfide isomerase (Fragment).
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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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112.06 | 0.497 | 13.9 | 0.785 | 2.17 | 0.764 | -1.8 | -7.1 | 0.526 | 18.1 | 94.38 | 297 | -- | -- |
| 133.81 | 0.539 | 13.9 | 0.735 | 2.22 | 1.29 | -0.313 | -- | 0.521 | 18.1 | 94.81 | 290 | -- | -- |
| 118.08 | 0.506 | 13.9 | 0.784 | 2.18 | 0.933 | -- | -5.72 | 0.518 | 18.1 | 94.57 | 297 | -- | -- |
| 133.97 | 0.539 | 13.9 | 0.729 | 2.21 | 1.32 | -- | -- | 0.503 | 18.1 | 94.81 | 290 | -- | -- |
| 313.12 | 0.824 | 13.9 | 0.843 | -- | -1.37 | -- | -5.42 | 0.344 | -- | 93.51 | 261 | -- | -- |
| 140.01 | 0.555 | 13.9 | 0.718 | 2.09 | -- | -0.329 | -- | 0.454 | 18.1 | -- | -- | -- | -- |
| 140.28 | 0.555 | 13.9 | 0.721 | 2.09 | -- | -- | -- | 0.453 | 18.1 | -- | -- | -- | -- |
| 229.26 | 0.705 | 13.9 | 0.742 | -- | -1.89 | -- | -- | 0.265 | -- | 68.16 | 445 | -- | -- |
| 147.37 | 0.565 | 13.9 | -- | 2.23 | 1.26 | -- | -- | 0.431 | 18.1 | 94.62 | 271 | -- | -- |
| 365.99 | 0.894 | 13.9 | 0.662 | -- | -- | -- | -- | 0.406 | -- | -- | -- | -- | -- |
| 153.98 | 0.58 | 13.9 | -- | 2.08 | -- | -- | -- | 0.372 | 18.1 | -- | -- | -- | -- |
| 243.61 | 0.727 | 13.9 | -- | -- | -1.89 | -- | -- | 0.192 | -- | 67 | 449 | -- | -- |
| 377.55 | 0.907 | 13.9 | -- | -- | -- | -- | -- | 0.332 | -- | -- | -- | -- | -- |
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 | 116.59 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
| 2 | 117.46 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 6 | 1 |
| 3 | 117.68 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
| 4 | 117.68 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
| 5 | 118.55 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 6 | 1 |
| 12 | 120.20 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 20 | 7 |
| 18 | 120.42 | radiation | 40.0 | 4320 | < th | dose independent | rect. | 14 | 18 |
| 22 | 120.56 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 23 | 8 |
| 29 | 120.91 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 4 | 1 |
| 31 | 120.94 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 20 | 2 |
| 34 | 121.06 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 5 | 10 |
| 36 | 121.15 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 10 | 3 |
| 37 | 121.16 | radiation | 10.0 | 4320 | > th | dose dependent | rect. | 17 | 1 |
| 56 | 121.27 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 11 | 2 |
| 58 | 121.27 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 3 | 6 |
| 60 | 121.29 | atmosphere | 1005.0 | 720 | < th | dose independent | rect. | 23 | 2 |
| 75 | 121.45 | wind | 1.0 | 1440 | > th | dose independent | rect. | 23 | 2 |
| 79 | 121.47 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 24 | 9 |
| 96 | 121.62 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 23 | 9 |
| 109 | 121.78 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 13 | 1 |
| 110 | 121.78 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 20 | 2 |
| 111 | 121.78 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 23 | 18 |
| 113 | 121.78 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 13 | 1 |
| 119 | 121.82 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 4 |
| 121 | 121.82 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 4 |
| 124 | 121.84 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 1 | 16 |
| 126 | 121.84 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 23 | 12 |
| 129 | 121.87 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 2 | 15 |
| 135 | 121.91 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 3 | 13 |
| 139 | 121.92 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 22 | 3 |
| 143 | 121.93 | radiation | 40.0 | 4320 | < th | dose independent | rect. | 14 | 9 |
| 149 | 121.94 | radiation | 40.0 | 4320 | < th | dose independent | rect. | 14 | 6 |
| 155 | 121.95 | radiation | 10.0 | 4320 | > th | dose dependent | rect. | 16 | 16 |
| 162 | 121.97 | radiation | 40.0 | 4320 | < th | dose independent | rect. | 14 | 4 |
| 175 | 121.99 | radiation | 40.0 | 4320 | < th | dose independent | rect. | 14 | 2 |
| 192 | 122.02 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 24 | 14 |
| 201 | 122.03 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 23 | 17 |
| 205 | 122.04 | radiation | 20.0 | 1440 | < th | dose dependent | rect. | 11 | 2 |
| 240 | 122.15 | humidity | 80.0 | 14400 | > th | dose dependent | sin | 5 | NA |
| 243 | 122.17 | humidity | 90.0 | 14400 | < th | dose independent | sin | 4 | NA |
| 254 | 122.20 | humidity | 90.0 | 14400 | > th | dose independent | sin | 3 | NA |
| 262 | 122.23 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 2 |
| 312 | 122.34 | humidity | 90.0 | 30 | > th | dose dependent | sin | 4 | NA |
| 322 | 122.39 | humidity | 90.0 | 14400 | > th | dose dependent | sin | 2 | NA |
| 331 | 122.42 | radiation | 10.0 | 4320 | < th | dose independent | rect. | 17 | 1 |
| 340 | 122.44 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 6 | 1 |
| 388 | 122.59 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 23 | 2 |
| 421 | 122.69 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 6 |
| 425 | 122.70 | atmosphere | 1005.0 | 90 | < th | dose dependent | rect. | 1 | 8 |
| 442 | 122.78 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 2 |
| 453 | 122.80 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 2 | 3 |
| 459 | 122.81 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 22 | 4 |
| 464 | 122.83 | radiation | 40.0 | 1440 | > th | dose independent | rect. | 14 | 19 |
| 473 | 122.86 | radiation | 10.0 | 4320 | < th | dose independent | rect. | 17 | 4 |
| 474 | 122.86 | radiation | 10.0 | 4320 | < th | dose independent | rect. | 17 | 6 |
| 481 | 122.87 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 18 | 1 |
| 495 | 122.89 | radiation | 40.0 | 4320 | > th | dose dependent | rect. | 14 | 1 |
| 532 | 123.00 | radiation | 20.0 | 1440 | < th | dose dependent | rect. | 11 | 4 |
| 576 | 123.14 | wind | 1.0 | 14400 | > th | dose independent | rect. | 23 | 3 |
| 598 | 123.21 | wind | 1.0 | 720 | < th | dose independent | rect. | 23 | 2 |
| 601 | 123.22 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 3 | 1 |
| 602 | 123.22 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 3 | 1 |
| 608 | 123.23 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 23 | 9 |
| 609 | 123.23 | radiation | 40.0 | 4320 | > th | dose dependent | rect. | 14 | 19 |
| 622 | 123.26 | humidity | 90.0 | 270 | > th | dose dependent | sin | 8 | NA |
| 628 | 123.28 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 3 | 1 |
| 642 | 123.29 | radiation | 10.0 | 4320 | > th | dose dependent | rect. | 6 | 2 |
| 643 | 123.29 | atmosphere | 1005.0 | 10 | < th | dose dependent | rect. | 1 | 9 |
| 666 | 123.34 | humidity | 50.0 | 43200 | < th | dose dependent | rect. | 8 | 1 |
| 706 | 123.42 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 3 | 1 |
| 738 | 123.48 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 21 | 12 |
| 743 | 123.49 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 16 | 15 |
| 751 | 123.51 | radiation | 20.0 | 4320 | > th | dose independent | rect. | 6 | 2 |
| 771 | 123.52 | wind | 1.0 | 14400 | > th | dose independent | rect. | 24 | 1 |
| 772 | 123.52 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 14 | 3 |
| 802 | 123.56 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 8 | 1 |
| 838 | 123.64 | atmosphere | 1005.0 | 14400 | > th | dose independent | rect. | 17 | 1 |
| 858 | 123.65 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 23 | 15 |
| 873 | 123.67 | wind | 1.0 | 4320 | < th | dose independent | rect. | 6 | 1 |
| 874 | 123.67 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 17 | 1 |
| 876 | 123.67 | radiation | 40.0 | 4320 | < th | dose dependent | rect. | 17 | 1 |
| 903 | 123.71 | wind | 1.0 | 14400 | < th | dose independent | rect. | 23 | 3 |
| 921 | 123.74 | wind | 3.0 | 43200 | > th | dose independent | rect. | 7 | 2 |
| 949 | 123.76 | radiation | 10.0 | 1440 | < th | dose independent | rect. | 12 | 10 |
| 969 | 123.78 | radiation | 10.0 | 1440 | < th | dose independent | rect. | 12 | 15 |
| 979 | 123.79 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 11 | 18 |
| 982 | 123.80 | wind | 3.0 | 43200 | < th | dose independent | rect. | 7 | 2 |
| 993 | 123.81 | atmosphere | 1005.0 | 270 | > th | dose independent | sin | 9 | NA |