Os11g0124900
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Glycosyl transferase, family 8 protein.
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Os11g0124900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Glycosyl transferase, family 8 protein.
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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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189.12 | 0.646 | 5.38 | -0.715 | 0.73 | -1.44 | -1.04 | 5.7 | -0.0454 | 13.7 | 50 | 4049 | -- | -- |
| 199.53 | 0.658 | 5.23 | -0.492 | 0.678 | -0.693 | -0.977 | -- | 0.0638 | 14.1 | 57.56 | 1311 | -- | -- |
| 193.12 | 0.647 | 5.38 | -0.762 | 0.729 | -1.46 | -- | 5.63 | -0.0494 | 13.4 | 50 | 4053 | -- | -- |
| 199.86 | 0.658 | 5.23 | -0.551 | 0.762 | -0.679 | -- | -- | 0.0102 | 13.5 | 57.5 | 1271 | -- | -- |
| 224.22 | 0.697 | 5.37 | -0.629 | -- | -0.949 | -- | 4.56 | -0.102 | -- | 50.23 | 4084 | -- | -- |
| 211.7 | 0.682 | 5.26 | -0.396 | 0.675 | -- | -0.809 | -- | -0.123 | 13.8 | -- | -- | -- | -- |
| 214.11 | 0.685 | 5.26 | -0.422 | 0.673 | -- | -- | -- | -0.128 | 13.4 | -- | -- | -- | -- |
| 220.2 | 0.694 | 5.25 | -0.42 | -- | -0.588 | -- | -- | -0.0802 | -- | 67 | 1691 | -- | -- |
| 207.66 | 0.671 | 5.22 | -- | 0.758 | -0.59 | -- | -- | 0.0504 | 13.5 | 57.59 | 1275 | -- | -- |
| 241.92 | 0.727 | 5.27 | -0.449 | -- | -- | -- | -- | -0.143 | -- | -- | -- | -- | -- |
| 218.81 | 0.692 | 5.25 | -- | 0.68 | -- | -- | -- | -0.0812 | 13.5 | -- | -- | -- | -- |
| 217.87 | 0.69 | 5.25 | -- | -- | -0.543 | -- | -- | -0.0814 | -- | 72.09 | 1666 | -- | -- |
| 247.24 | 0.734 | 5.26 | -- | -- | -- | -- | -- | -0.0927 | -- | -- | -- | -- | -- |
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 | 182.06 | temperature | 30.0 | 720 | < th | dose independent | rect. | 17 | 10 |
| 4 | 184.24 | wind | 7.0 | 43200 | < th | dose independent | rect. | 21 | 2 |
| 5 | 184.26 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 21 | 2 |
| 6 | 184.29 | wind | 7.0 | 43200 | > th | dose independent | rect. | 21 | 2 |
| 22 | 185.77 | temperature | 30.0 | 720 | < th | dose independent | rect. | 17 | 4 |
| 27 | 186.16 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 22 | 2 |
| 28 | 186.16 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 22 | 2 |
| 29 | 186.44 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 22 | 2 |
| 30 | 186.44 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 22 | 2 |
| 31 | 186.50 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 11 | 19 |
| 34 | 186.74 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 12 | 19 |
| 36 | 186.87 | humidity | 70.0 | 720 | > th | dose independent | rect. | 18 | 2 |
| 38 | 186.90 | temperature | 30.0 | 720 | < th | dose independent | rect. | 17 | 2 |
| 44 | 187.00 | temperature | 30.0 | 43200 | > th | dose dependent | rect. | 17 | 2 |
| 87 | 187.52 | humidity | 70.0 | 720 | > th | dose independent | rect. | 18 | 10 |
| 92 | 187.62 | wind | 5.0 | 43200 | < th | dose independent | rect. | 8 | 1 |
| 95 | 187.63 | wind | 5.0 | 43200 | > th | dose independent | rect. | 8 | 1 |
| 101 | 187.75 | radiation | 20.0 | 14400 | > th | dose independent | rect. | 9 | 1 |
| 102 | 187.76 | wind | 5.0 | 43200 | > th | dose independent | rect. | 20 | 9 |
| 103 | 187.78 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 18 | 13 |
| 107 | 187.85 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 18 | 4 |
| 132 | 188.03 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 20 | 9 |
| 151 | 188.22 | radiation | 20.0 | 14400 | < th | dose independent | rect. | 9 | 1 |
| 160 | 188.38 | temperature | 30.0 | 43200 | > th | dose independent | rect. | 18 | 1 |
| 175 | 188.38 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 16 | 15 |
| 176 | 188.43 | wind | 5.0 | 43200 | < th | dose independent | rect. | 20 | 9 |
| 224 | 188.66 | temperature | 30.0 | 43200 | > th | dose dependent | sin | 11 | NA |
| 245 | 188.73 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 10 | 1 |
| 252 | 188.79 | temperature | 30.0 | 43200 | > th | dose independent | rect. | 10 | 1 |
| 258 | 188.83 | temperature | 25.0 | 43200 | > th | dose dependent | rect. | 3 | 4 |
| 261 | 188.84 | temperature | 25.0 | 43200 | > th | dose dependent | rect. | 3 | 1 |
| 280 | 188.88 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 4 | 21 |
| 309 | 189.07 | wind | 5.0 | 43200 | > th | dose independent | rect. | 20 | 13 |
| 311 | 189.10 | radiation | 20.0 | 1440 | > th | dose independent | rect. | 16 | 19 |
| 315 | 189.11 | temperature | 30.0 | 43200 | > th | dose independent | rect. | 17 | 18 |
| 317 | 189.12 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 17 | 18 |
| 343 | 189.22 | temperature | 25.0 | 43200 | > th | dose dependent | rect. | 22 | 9 |
| 345 | 189.23 | radiation | 30.0 | 14400 | < th | dose dependent | rect. | 9 | 1 |
| 354 | 189.27 | temperature | 25.0 | 43200 | > th | dose independent | rect. | 5 | 1 |
| 385 | 189.34 | temperature | 25.0 | 43200 | > th | dose dependent | rect. | 22 | 1 |
| 398 | 189.38 | temperature | 25.0 | 10 | < th | dose dependent | sin | 20 | NA |
| 448 | 189.47 | temperature | 25.0 | 43200 | < th | dose independent | rect. | 5 | 1 |
| 457 | 189.48 | temperature | 30.0 | 43200 | > th | dose dependent | rect. | 10 | 9 |
| 506 | 189.50 | temperature | 30.0 | 43200 | > th | dose dependent | no | NA | NA |
| 624 | 189.54 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 17 | 3 |
| 645 | 189.61 | temperature | 30.0 | 43200 | > th | dose dependent | rect. | 10 | 1 |
| 656 | 189.63 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 3 | 8 |
| 662 | 189.65 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 6 | 5 |
| 664 | 189.65 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 21 | 14 |
| 701 | 189.69 | wind | 5.0 | 43200 | < th | dose independent | rect. | 20 | 13 |
| 708 | 189.72 | wind | 5.0 | 43200 | > th | dose independent | sin | 9 | NA |
| 715 | 189.75 | temperature | 30.0 | 43200 | > th | dose dependent | rect. | 10 | 4 |
| 726 | 189.78 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 20 | 5 |
| 729 | 189.78 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 20 | 5 |
| 730 | 189.78 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 11 | 10 |
| 753 | 189.80 | temperature | 30.0 | 43200 | > th | dose dependent | rect. | 13 | 1 |
| 779 | 189.83 | temperature | 25.0 | 43200 | < th | dose independent | rect. | 3 | 1 |
| 811 | 189.87 | temperature | 25.0 | 43200 | < th | dose independent | rect. | 3 | 3 |
| 890 | 190.01 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 22 | 6 |
| 893 | 190.01 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 22 | 6 |
| 919 | 190.04 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 22 | 1 |
| 920 | 190.04 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 20 | 13 |
| 929 | 190.07 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 22 | 6 |
| 937 | 190.10 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 11 | 11 |
| 940 | 190.12 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
| 952 | 190.14 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 20 | 9 |
| 956 | 190.15 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 20 | 9 |
| 963 | 190.15 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 20 | 9 |
| 981 | 190.20 | radiation | 20.0 | 1440 | > th | dose independent | rect. | 7 | 4 |
| 989 | 190.22 | radiation | 1.0 | 14400 | > th | dose dependent | rect. | 9 | 1 |