Os10g0442000
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Lectin-like receptor kinase 7;2.
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Os10g0442000 |
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 98.05 | 0.465 | 9.08 | 0.82 | 1.28 | 0.581 | 0.792 | 0.538 | 0.148 | 6.3 | 80.15 | 223 | -- | -- |
| 98.81 | 0.463 | 9.08 | 0.846 | 1.29 | 0.581 | 1.04 | -- | 0.151 | 6.29 | 79.9 | 208 | -- | -- |
| 99.27 | 0.464 | 9.07 | 0.803 | 1.29 | 0.577 | -- | 0.834 | 0.148 | 6.23 | 82.44 | 222 | -- | -- |
| 101.32 | 0.469 | 9.08 | 0.844 | 1.29 | 0.601 | -- | -- | 0.159 | 6.21 | 82.63 | 218 | -- | -- |
| 135.45 | 0.542 | 9.08 | 0.809 | -- | 1.6 | -- | 0.68 | 0.238 | -- | 71.11 | 391 | -- | -- |
| 107.2 | 0.485 | 9.09 | 0.908 | 1.65 | -- | 1.17 | -- | 0.0807 | 5.79 | -- | -- | -- | -- |
| 110.57 | 0.492 | 9.09 | 0.916 | 1.66 | -- | -- | -- | 0.076 | 5.8 | -- | -- | -- | -- |
| 136.3 | 0.544 | 9.09 | 0.86 | -- | 1.66 | -- | -- | 0.245 | -- | 70.19 | 388 | -- | -- |
| 119.81 | 0.51 | 9.09 | -- | 1.25 | 0.676 | -- | -- | 0.103 | 6.14 | 82.17 | 258 | -- | -- |
| 252.89 | 0.743 | 9.12 | 0.967 | -- | -- | -- | -- | 0.115 | -- | -- | -- | -- | -- |
| 132.7 | 0.539 | 9.12 | -- | 1.67 | -- | -- | -- | -0.026 | 5.78 | -- | -- | -- | -- |
| 155.14 | 0.58 | 9.1 | -- | -- | 1.68 | -- | -- | 0.172 | -- | 72.51 | 386 | -- | -- |
| 277.58 | 0.778 | 9.14 | -- | -- | -- | -- | -- | 0.00758 | -- | -- | -- | -- | -- |
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 | 91.63 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 4 | 18 |
| 10 | 93.51 | humidity | 90.0 | 270 | > th | dose independent | rect. | 2 | 18 |
| 14 | 93.78 | humidity | 90.0 | 270 | < th | dose independent | rect. | 23 | 16 |
| 15 | 93.86 | humidity | 90.0 | 270 | < th | dose independent | rect. | 22 | 18 |
| 16 | 93.93 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 2 | 18 |
| 22 | 94.15 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 4 | 19 |
| 23 | 94.19 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 4 | 17 |
| 34 | 94.34 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 4 | 19 |
| 37 | 94.39 | humidity | 90.0 | 270 | > th | dose independent | rect. | 3 | 3 |
| 41 | 94.49 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 1 | 21 |
| 42 | 94.51 | humidity | 90.0 | 270 | > th | dose independent | rect. | 4 | 1 |
| 45 | 94.55 | radiation | 1.0 | 270 | < th | dose independent | rect. | 3 | 16 |
| 50 | 94.65 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 23 |
| 51 | 94.65 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 3 | 16 |
| 52 | 94.65 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 23 |
| 64 | 94.76 | radiation | 1.0 | 270 | < th | dose dependent | sin | 1 | NA |
| 70 | 94.85 | wind | 3.0 | 30 | < th | dose independent | rect. | 4 | 5 |
| 73 | 94.88 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 4 | 10 |
| 74 | 94.88 | radiation | 1.0 | 270 | > th | dose independent | rect. | 6 | 11 |
| 77 | 94.93 | temperature | 20.0 | 270 | > th | dose independent | rect. | 4 | 1 |
| 85 | 95.02 | radiation | 1.0 | 270 | < th | dose independent | sin | 1 | NA |
| 86 | 95.02 | humidity | 60.0 | 30 | > th | dose dependent | rect. | 4 | 5 |
| 94 | 95.05 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 1 | 21 |
| 95 | 95.05 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 3 | 22 |
| 97 | 95.08 | radiation | 1.0 | 270 | > th | dose independent | sin | 1 | NA |
| 101 | 95.09 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 3 | 22 |
| 111 | 95.14 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 17 | 16 |
| 114 | 95.17 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 4 | 1 |
| 115 | 95.17 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 15 | 15 |
| 120 | 95.20 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 4 | 10 |
| 144 | 95.41 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 4 | 1 |
| 148 | 95.43 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 21 |
| 157 | 95.49 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 9 | 19 |
| 161 | 95.49 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 9 | 19 |
| 162 | 95.49 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 4 | 20 |
| 182 | 95.61 | wind | 7.0 | 30 | < th | dose dependent | rect. | 4 | 5 |
| 200 | 95.71 | humidity | 90.0 | 270 | > th | dose independent | rect. | 2 | 8 |
| 243 | 95.90 | radiation | 30.0 | 30 | < th | dose independent | rect. | 4 | 5 |
| 254 | 95.92 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 9 | 19 |
| 256 | 95.93 | humidity | 70.0 | 30 | > th | dose independent | rect. | 4 | 5 |
| 291 | 96.09 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 4 | 5 |
| 319 | 96.22 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 16 | 14 |
| 340 | 96.26 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 4 | 5 |
| 350 | 96.28 | humidity | 90.0 | 270 | < th | dose independent | sin | 4 | NA |
| 370 | 96.34 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 2 | 8 |
| 371 | 96.35 | radiation | 1.0 | 270 | > th | dose independent | rect. | 4 | 12 |
| 374 | 96.35 | radiation | 20.0 | 270 | < th | dose independent | rect. | 16 | 14 |
| 387 | 96.36 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 4 | 18 |
| 439 | 96.47 | temperature | 20.0 | 30 | > th | dose independent | rect. | 4 | 5 |
| 447 | 96.48 | temperature | 10.0 | 30 | > th | dose independent | rect. | 4 | 5 |
| 449 | 96.48 | temperature | 30.0 | 30 | < th | dose independent | rect. | 4 | 5 |
| 450 | 96.48 | humidity | 50.0 | 30 | > th | dose independent | rect. | 4 | 5 |
| 452 | 96.48 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 4 | 5 |
| 453 | 96.48 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 4 | 5 |
| 454 | 96.48 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 4 | 5 |
| 456 | 96.48 | temperature | 10.0 | 30 | > th | dose independent | rect. | 9 | 19 |
| 459 | 96.48 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 4 | 5 |
| 464 | 96.50 | humidity | 90.0 | 270 | < th | dose independent | rect. | 3 | 13 |
| 470 | 96.52 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 11 |
| 473 | 96.52 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 11 |
| 477 | 96.53 | wind | 9.0 | 30 | < th | dose independent | rect. | 9 | 19 |
| 494 | 96.57 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 4 | 10 |
| 510 | 96.62 | temperature | 25.0 | 270 | < th | dose independent | rect. | 4 | 1 |
| 553 | 96.72 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 9 | 19 |
| 565 | 96.75 | humidity | 90.0 | 270 | > th | dose independent | sin | 4 | NA |
| 580 | 96.77 | radiation | 1.0 | 270 | < th | dose independent | rect. | 4 | 1 |
| 586 | 96.78 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 4 | 1 |
| 637 | 96.89 | wind | 7.0 | 270 | < th | dose independent | rect. | 4 | 1 |
| 651 | 96.91 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 9 | 19 |
| 656 | 96.92 | temperature | 10.0 | 270 | > th | dose independent | rect. | 4 | 1 |
| 659 | 96.92 | humidity | 50.0 | 270 | > th | dose independent | rect. | 4 | 1 |
| 662 | 96.92 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 4 | 1 |
| 663 | 96.92 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 4 | 1 |
| 668 | 96.92 | temperature | 10.0 | 270 | > th | dose independent | rect. | 5 | 23 |
| 670 | 96.92 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 4 | 10 |
| 705 | 96.98 | wind | 9.0 | 30 | < th | dose dependent | rect. | 4 | 10 |
| 713 | 97.00 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 4 | 1 |
| 714 | 97.00 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 4 | 1 |
| 761 | 97.10 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 23 | 6 |
| 771 | 97.13 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 10 |
| 772 | 97.13 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 10 |
| 773 | 97.13 | temperature | 10.0 | 270 | > th | dose independent | rect. | 16 | 14 |
| 774 | 97.13 | radiation | 40.0 | 270 | < th | dose independent | rect. | 16 | 14 |
| 780 | 97.14 | temperature | 15.0 | 30 | > th | dose independent | rect. | 22 | 6 |
| 785 | 97.14 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 4 | 5 |
| 799 | 97.18 | humidity | 90.0 | 270 | < th | dose independent | rect. | 22 | 12 |
| 800 | 97.18 | radiation | 40.0 | 270 | < th | dose independent | rect. | 1 | 21 |
| 809 | 97.22 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 4 | 8 |
| 819 | 97.25 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 10 |
| 888 | 97.35 | wind | 9.0 | 270 | < th | dose independent | rect. | 16 | 14 |
| 891 | 97.35 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 1 | 10 |
| 895 | 97.36 | humidity | 80.0 | 270 | > th | dose dependent | sin | 5 | NA |
| 906 | 97.37 | wind | 9.0 | 270 | < th | dose dependent | rect. | 4 | 1 |
| 928 | 97.41 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 22 | 6 |
| 935 | 97.42 | wind | 9.0 | 30 | < th | dose dependent | rect. | 4 | 18 |
| 936 | 97.42 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 11 | 19 |
| 948 | 97.44 | radiation | 20.0 | 270 | < th | dose independent | rect. | 1 | 20 |
| 964 | 97.46 | temperature | 30.0 | 30 | < th | dose independent | rect. | 22 | 6 |
| 965 | 97.46 | humidity | 50.0 | 30 | > th | dose independent | rect. | 22 | 6 |
| 968 | 97.46 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 22 | 6 |
| 969 | 97.46 | radiation | 1.0 | 30 | < th | dose independent | rect. | 22 | 6 |
| 974 | 97.46 | temperature | 10.0 | 30 | > th | dose independent | rect. | 4 | 18 |
| 976 | 97.46 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 4 | 18 |
| 977 | 97.46 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 22 | 6 |
| 984 | 97.47 | wind | 9.0 | 30 | < th | dose independent | rect. | 22 | 6 |
| 987 | 97.47 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 4 | 1 |
| 994 | 97.48 | radiation | 20.0 | 270 | < th | dose independent | rect. | 2 | 18 |