Os12g0441300
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Flavonoid 4'-O-methyltransferase.
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Os12g0441300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Flavonoid 4'-O-methyltransferase.
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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 = precipitation,
response mode = > th, dose dependency = dose independent, type of G = rect.)
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88.35 | 0.438 | 3.2 | -0.203 | 0.0635 | 38 | 0.514 | -94.7 | -0.0727 | 7.41 | 0.1 | 90 | 23 | 2 |
| 140.74 | 0.557 | 3.06 | 0.321 | 0.133 | 0.282 | 0.464 | -- | -0.0906 | 4.09 | 0.521 | 12 | 23.4 | 22.1 |
| 88.93 | 0.439 | 3.2 | -0.191 | 0.0835 | 37.9 | -- | -94.6 | -0.075 | 4.99 | 0.1011 | 90 | 23 | 1.98 |
| 140.2 | 0.551 | 3.06 | 0.296 | 0.123 | 0.506 | -- | -- | -0.0824 | 3.09 | 0.4066 | 629 | 0.336 | 23.2 |
| 89.29 | 0.44 | 3.21 | -0.19 | -- | 38 | -- | -94.8 | -0.0727 | -- | 0.1067 | 86 | 23 | 1.98 |
| 140.82 | 0.556 | 3.06 | 0.324 | 0.136 | -- | 0.48 | -- | -0.091 | 4.11 | -- | -- | -- | -- |
| 141.37 | 0.557 | 3.07 | 0.318 | 0.141 | -- | -- | -- | -0.0936 | 3.01 | -- | -- | -- | -- |
| 131.08 | 0.533 | 3.05 | 0.0798 | -- | 0.821 | -- | -- | -0.0988 | -- | 0.4757 | 2097 | 4 | 24 |
| 132.63 | 0.536 | 3.05 | -- | 0.126 | 0.762 | -- | -- | -0.0542 | 3.19 | 0.6323 | 3473 | 2.3 | 24 |
| 142.51 | 0.558 | 3.07 | 0.324 | -- | -- | -- | -- | -0.09 | -- | -- | -- | -- | -- |
| 144.05 | 0.561 | 3.08 | -- | 0.147 | -- | -- | -- | -0.129 | 3.02 | -- | -- | -- | -- |
| 130.37 | 0.532 | 3.04 | -- | -- | 0.941 | -- | -- | -0.0251 | -- | 0.2157 | 2220 | 6.71 | 24 |
| 145.29 | 0.563 | 3.07 | -- | -- | -- | -- | -- | -0.126 | -- | -- | -- | -- | -- |
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 | 88.35 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 23 | 2 |
| 3 | 88.35 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 23 | 2 |
| 13 | 100.23 | wind | 1.0 | 30 | < th | dose independent | rect. | 24 | 3 |
| 16 | 106.11 | wind | 1.0 | 90 | < th | dose dependent | rect. | 24 | 2 |
| 36 | 113.20 | wind | 1.0 | 270 | < th | dose dependent | rect. | 22 | 1 |
| 71 | 115.16 | wind | 1.0 | 270 | < th | dose dependent | rect. | 20 | 5 |
| 77 | 115.54 | wind | 1.0 | 270 | < th | dose dependent | rect. | 16 | 9 |
| 80 | 115.65 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 1 | 1 |
| 90 | 115.65 | precipitation | 0.1 | 10 | > th | dose dependent | rect. | 1 | 1 |
| 135 | 118.68 | humidity | 90.0 | 10 | > th | dose dependent | rect. | 2 | 1 |
| 140 | 118.84 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 1 | 2 |
| 156 | 119.51 | humidity | 90.0 | 10 | > th | dose dependent | rect. | 24 | 3 |
| 161 | 120.08 | wind | 1.0 | 270 | < th | dose independent | rect. | 21 | 4 |
| 168 | 120.51 | wind | 1.0 | 270 | < th | dose dependent | rect. | 8 | 18 |
| 172 | 120.75 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 1 | 2 |
| 176 | 120.86 | wind | 1.0 | 270 | < th | dose dependent | rect. | 11 | 15 |
| 182 | 120.91 | wind | 1.0 | 270 | < th | dose dependent | rect. | 9 | 16 |
| 247 | 122.05 | wind | 1.0 | 270 | < th | dose dependent | sin | 16 | NA |
| 341 | 124.13 | wind | 1.0 | 720 | < th | dose dependent | rect. | 14 | 1 |
| 378 | 124.90 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 20 | 8 |
| 388 | 125.14 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 23 | 14 |
| 392 | 125.22 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 23 | 12 |
| 402 | 125.30 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 23 | 5 |
| 405 | 125.38 | humidity | 90.0 | 10 | > th | dose independent | rect. | 24 | 3 |
| 407 | 125.40 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 23 | 5 |
| 410 | 125.41 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 23 | 14 |
| 417 | 125.47 | wind | 3.0 | 10 | < th | dose dependent | rect. | 22 | 5 |
| 418 | 125.49 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 23 | 12 |
| 420 | 125.50 | wind | 1.0 | 720 | < th | dose independent | rect. | 14 | 1 |
| 421 | 125.50 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 23 | 12 |
| 422 | 125.50 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 23 | 12 |
| 428 | 125.54 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 23 | 8 |
| 444 | 125.64 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 1 | 10 |
| 446 | 125.64 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 1 | 10 |
| 467 | 125.74 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 23 | 8 |
| 478 | 125.79 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 3 | 8 |
| 480 | 125.79 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 3 | 8 |
| 546 | 126.03 | wind | 1.0 | 270 | < th | dose dependent | rect. | 5 | 21 |
| 571 | 126.16 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 20 | 8 |
| 599 | 126.25 | wind | 3.0 | 10 | < th | dose dependent | rect. | 18 | 9 |
| 600 | 126.26 | wind | 3.0 | 10 | < th | dose dependent | rect. | 20 | 7 |
| 659 | 126.58 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 1 | 4 |
| 661 | 126.58 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 1 | 4 |
| 756 | 127.10 | wind | 1.0 | 270 | < th | dose independent | rect. | 9 | 16 |
| 791 | 127.22 | radiation | 40.0 | 720 | > th | dose independent | rect. | 15 | 1 |
| 821 | 127.27 | precipitation | 0.1 | 1440 | > th | dose dependent | sin | 5 | NA |
| 831 | 127.31 | precipitation | 0.1 | 1440 | < th | dose independent | sin | 5 | NA |
| 833 | 127.31 | precipitation | 0.1 | 1440 | < th | dose dependent | sin | 5 | NA |
| 837 | 127.34 | wind | 1.0 | 270 | < th | dose independent | rect. | 8 | 18 |
| 842 | 127.39 | precipitation | 0.1 | 1440 | > th | dose independent | sin | 5 | NA |
| 843 | 127.39 | wind | 3.0 | 10 | < th | dose dependent | rect. | 14 | 13 |
| 845 | 127.44 | wind | 3.0 | 10 | < th | dose dependent | rect. | 11 | 16 |
| 890 | 127.63 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 7 | 1 |
| 898 | 127.65 | wind | 1.0 | 720 | > th | dose independent | rect. | 10 | 14 |
| 908 | 127.69 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 7 | 1 |
| 934 | 127.80 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 7 | 1 |
| 953 | 127.97 | wind | 1.0 | 270 | < th | dose independent | sin | 15 | NA |
| 955 | 127.97 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 23 | 19 |
| 961 | 128.01 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 23 | 17 |
| 966 | 128.08 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 23 | 19 |
| 968 | 128.08 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 23 | 19 |
| 978 | 128.15 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 18 | 1 |
| 984 | 128.22 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 7 | 4 |
| 985 | 128.22 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 20 | 8 |
| 987 | 128.22 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 20 | 8 |
| 990 | 128.24 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 6 | 2 |
| 991 | 128.24 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 6 | 2 |
| 1000 | 128.27 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 23 | 17 |