Os03g0772600
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Lectin-like receptor kinase 7;2.
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Os03g0772600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Lectin-like receptor kinase 7;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 = 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142.76 | 0.561 | 11.9 | 3.04 | 2.37 | 0.606 | -0.155 | -3.28 | 0.813 | 14.6 | 92.93 | 382 | -- | -- |
| 154.25 | 0.578 | 11.9 | 2.91 | 2.38 | 0.66 | 0.208 | -- | 0.816 | 14.7 | 92 | 443 | -- | -- |
| 142.81 | 0.557 | 11.9 | 3.04 | 2.37 | 0.607 | -- | -3.28 | 0.811 | 14.6 | 93 | 379 | -- | -- |
| 154.21 | 0.578 | 11.9 | 2.89 | 2.41 | 0.608 | -- | -- | 0.805 | 14.7 | 92 | 436 | -- | -- |
| 293.65 | 0.802 | 11.9 | 2.92 | -- | -1.74 | -- | -0.45 | 0.556 | -- | 66.09 | 1107 | -- | -- |
| 158.56 | 0.59 | 11.9 | 2.94 | 2.32 | -- | 0.0256 | -- | 0.721 | 14.5 | -- | -- | -- | -- |
| 158.56 | 0.59 | 11.9 | 2.94 | 2.32 | -- | -- | -- | 0.721 | 14.5 | -- | -- | -- | -- |
| 294.38 | 0.803 | 11.9 | 2.9 | -- | -1.75 | -- | -- | 0.552 | -- | 66.09 | 1107 | -- | -- |
| 370.92 | 0.897 | 11.9 | -- | 2.21 | 0.999 | -- | -- | 0.573 | 14.5 | 84.94 | 1365 | -- | -- |
| 474.56 | 1.02 | 11.9 | 2.84 | -- | -- | -- | -- | 0.664 | -- | -- | -- | -- | -- |
| 386 | 0.919 | 11.9 | -- | 2.26 | -- | -- | -- | 0.394 | 14.5 | -- | -- | -- | -- |
| 516.35 | 1.06 | 12 | -- | -- | -1.7 | -- | -- | 0.233 | -- | 66.09 | 1107 | -- | -- |
| 687.2 | 1.22 | 12 | -- | -- | -- | -- | -- | 0.349 | -- | -- | -- | -- | -- |
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 | 134.30 | wind | 1.0 | 1440 | < th | dose independent | rect. | 6 | 1 |
| 2 | 135.11 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 6 | 1 |
| 3 | 135.22 | wind | 1.0 | 1440 | > th | dose independent | rect. | 6 | 1 |
| 8 | 136.14 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 23 | 1 |
| 10 | 136.60 | wind | 1.0 | 1440 | > th | dose dependent | rect. | 5 | 2 |
| 12 | 137.26 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 21 | 4 |
| 14 | 137.40 | humidity | 90.0 | 720 | > th | dose independent | rect. | 23 | 1 |
| 20 | 137.88 | humidity | 90.0 | 720 | > th | dose independent | rect. | 21 | 3 |
| 27 | 138.19 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 19 | 5 |
| 30 | 138.30 | wind | 3.0 | 14400 | > th | dose dependent | rect. | 17 | 1 |
| 34 | 138.35 | wind | 1.0 | 43200 | > th | dose independent | rect. | 6 | 3 |
| 42 | 138.58 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 20 | 3 |
| 46 | 138.74 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 18 | 7 |
| 55 | 139.02 | radiation | 10.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
| 56 | 139.03 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 11 | 7 |
| 61 | 139.13 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 11 | 17 |
| 65 | 139.15 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 11 | 14 |
| 72 | 139.18 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 11 | 11 |
| 77 | 139.23 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 18 | 2 |
| 98 | 139.55 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 23 | 1 |
| 99 | 139.59 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 20 | 6 |
| 119 | 139.83 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 19 | 12 |
| 148 | 140.07 | wind | 7.0 | 43200 | < th | dose independent | rect. | 16 | 3 |
| 168 | 140.26 | wind | 7.0 | 43200 | > th | dose independent | rect. | 16 | 3 |
| 176 | 140.31 | radiation | 10.0 | 1440 | < th | dose dependent | sin | 17 | NA |
| 183 | 140.38 | wind | 1.0 | 43200 | < th | dose independent | rect. | 6 | 3 |
| 196 | 140.53 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 1 | 3 |
| 203 | 140.56 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 18 | 16 |
| 213 | 140.61 | wind | 7.0 | 43200 | < th | dose independent | rect. | 18 | 1 |
| 228 | 140.69 | humidity | 80.0 | 43200 | > th | dose dependent | sin | 14 | NA |
| 272 | 140.94 | humidity | 90.0 | 43200 | < th | dose independent | sin | 12 | NA |
| 275 | 140.96 | wind | 1.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
| 282 | 141.00 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 19 | 1 |
| 283 | 141.01 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 1 | 1 |
| 301 | 141.08 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 5 | 1 |
| 302 | 141.10 | wind | 1.0 | 14400 | < th | dose independent | rect. | 24 | 4 |
| 335 | 141.21 | wind | 5.0 | 4320 | > th | dose independent | rect. | 8 | 2 |
| 342 | 141.23 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 20 | 6 |
| 348 | 141.27 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 6 | 3 |
| 391 | 141.42 | wind | 5.0 | 4320 | < th | dose independent | rect. | 8 | 2 |
| 395 | 141.43 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 19 | 11 |
| 397 | 141.44 | wind | 9.0 | 14400 | < th | dose independent | rect. | 22 | 6 |
| 420 | 141.52 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 9 | 3 |
| 422 | 141.52 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 9 | 3 |
| 434 | 141.57 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 1 | 1 |
| 479 | 141.70 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 1 | 1 |
| 491 | 141.73 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 4 | 3 |
| 500 | 141.75 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 9 | 4 |
| 567 | 142.00 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 19 | 1 |
| 568 | 142.00 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 17 | 1 |
| 569 | 142.00 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 19 | 1 |
| 597 | 142.09 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 3 | 1 |
| 630 | 142.17 | atmosphere | 1010.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
| 631 | 142.17 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 19 | 1 |
| 640 | 142.20 | wind | 1.0 | 14400 | < th | dose independent | rect. | 1 | 1 |
| 655 | 142.24 | wind | 1.0 | 14400 | > th | dose independent | rect. | 24 | 4 |
| 662 | 142.25 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 1 | 7 |
| 713 | 142.39 | humidity | 90.0 | 43200 | > th | dose independent | sin | 12 | NA |
| 731 | 142.42 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 10 | 15 |
| 732 | 142.42 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 1 | 18 |
| 739 | 142.44 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 4 | 2 |
| 743 | 142.45 | humidity | 70.0 | 43200 | > th | dose dependent | sin | 18 | NA |
| 744 | 142.45 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 5 | 2 |
| 755 | 142.47 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 11 | 15 |
| 758 | 142.48 | humidity | 80.0 | 43200 | > th | dose dependent | no | NA | NA |
| 787 | 142.54 | wind | 3.0 | 1440 | < th | dose independent | rect. | 3 | 6 |
| 791 | 142.55 | humidity | 80.0 | 43200 | < th | dose independent | sin | 18 | NA |
| 803 | 142.57 | atmosphere | 1010.0 | 14400 | > th | dose independent | rect. | 6 | 1 |
| 825 | 142.63 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 9 | 17 |
| 832 | 142.65 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 12 | 12 |
| 843 | 142.67 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 22 | 23 |
| 854 | 142.69 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 5 | 23 |
| 894 | 142.77 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 9 | 17 |
| 898 | 142.79 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 24 | 19 |
| 901 | 142.79 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 4 | 4 |
| 908 | 142.80 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 5 | 21 |
| 912 | 142.82 | humidity | 80.0 | 43200 | > th | dose independent | sin | 18 | NA |
| 925 | 142.85 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 13 | 1 |
| 928 | 142.85 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 13 | 19 |
| 940 | 142.87 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 1 | 1 |
| 965 | 142.92 | wind | 1.0 | 43200 | < th | dose independent | rect. | 12 | 1 |
| 968 | 142.92 | humidity | 90.0 | 720 | > th | dose dependent | sin | 15 | NA |
| 984 | 142.95 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 3 | 5 |
| 998 | 142.98 | wind | 3.0 | 4320 | > th | dose dependent | rect. | 8 | 1 |