Os11g0507200
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to N-hydroxycinnamoyl/benzoyltransferase-like protein.
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Os11g0507200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to N-hydroxycinnamoyl/benzoyltransferase-like 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 = temperature,
response mode = > th, dose dependency = dose dependent, type of G = sin)
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 912.36 | 1.42 | 6.76 | -2.44 | 0.0914 | 1.94 | -1.57 | -13.4 | -0.424 | 6.89 | 21.6 | 1411 | 5.83 | -- |
| 1062.76 | 1.52 | 6.37 | 1.04 | 0.0364 | 1.56 | 1.81 | -- | 0.497 | 18.7 | -1.044 | 16371 | 3.92 | -- |
| 916.76 | 1.41 | 6.75 | -2.4 | 0.12 | 1.96 | -- | -13.6 | -0.422 | 2.97 | 21.7 | 1358 | 5.61 | -- |
| 1070.63 | 1.52 | 6.36 | 1.03 | 0.163 | 1.55 | -- | -- | 0.528 | 7.46 | -31.62 | 17419 | 7.16 | -- |
| 917.32 | 1.41 | 6.75 | -2.41 | -- | 2 | -- | -13.7 | -0.409 | -- | 21.7 | 1345 | 5.56 | -- |
| 1092.82 | 1.55 | 6.24 | 2.15 | 0.176 | -- | -2.04 | -- | 1.1 | 6.19 | -- | -- | -- | -- |
| 1102.39 | 1.55 | 6.23 | 2.13 | 0.195 | -- | -- | -- | 1.11 | 4.12 | -- | -- | -- | -- |
| 1071.22 | 1.52 | 6.37 | 1.01 | -- | 1.62 | -- | -- | 0.529 | -- | -5.472 | 17752 | 5.93 | -- |
| 1085.2 | 1.53 | 6.43 | -- | 0.105 | 2.15 | -- | -- | 0.251 | 5.48 | -189.3 | 18729 | 4.96 | -- |
| 1104.46 | 1.55 | 6.24 | 2.14 | -- | -- | -- | -- | 1.11 | -- | -- | -- | -- | -- |
| 1221.66 | 1.63 | 6.29 | -- | 0.236 | -- | -- | -- | 0.868 | 3.96 | -- | -- | -- | -- |
| 1084 | 1.53 | 6.44 | -- | -- | 2.26 | -- | -- | 0.202 | -- | 3.99 | 17721 | 4.89 | -- |
| 1224.72 | 1.63 | 6.29 | -- | -- | -- | -- | -- | 0.874 | -- | -- | -- | -- | -- |
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 | 815.27 | humidity | 90 | 43200 | < th | dose independent | rect. | 20 | 5 |
| 4 | 819.95 | humidity | 90 | 43200 | < th | dose independent | rect. | 23 | 1 |
| 5 | 821.44 | humidity | 90 | 43200 | < th | dose independent | rect. | 21 | 3 |
| 6 | 822.32 | humidity | 90 | 43200 | > th | dose independent | rect. | 20 | 5 |
| 17 | 826.64 | humidity | 90 | 43200 | > th | dose independent | rect. | 21 | 1 |
| 29 | 832.77 | humidity | 90 | 43200 | > th | dose dependent | rect. | 21 | 5 |
| 44 | 837.41 | humidity | 90 | 43200 | > th | dose dependent | rect. | 22 | 2 |
| 47 | 838.91 | humidity | 90 | 43200 | > th | dose independent | rect. | 19 | 12 |
| 54 | 839.68 | humidity | 90 | 43200 | > th | dose dependent | rect. | 21 | 10 |
| 67 | 841.09 | radiation | 10 | 43200 | > th | dose independent | rect. | 5 | 3 |
| 90 | 841.93 | radiation | 1 | 43200 | > th | dose dependent | rect. | 11 | 1 |
| 97 | 842.74 | humidity | 90 | 43200 | < th | dose independent | sin | 14 | NA |
| 98 | 842.76 | humidity | 90 | 43200 | < th | dose independent | rect. | 19 | 15 |
| 107 | 843.13 | radiation | 40 | 43200 | > th | dose independent | sin | 8 | NA |
| 109 | 843.22 | radiation | 40 | 43200 | > th | dose independent | rect. | 8 | 2 |
| 110 | 843.22 | radiation | 40 | 43200 | > th | dose independent | rect. | 8 | 5 |
| 111 | 843.24 | radiation | 40 | 43200 | > th | dose independent | rect. | 14 | 22 |
| 147 | 843.42 | radiation | 40 | 43200 | > th | dose independent | sin | 11 | NA |
| 156 | 843.67 | humidity | 90 | 43200 | > th | dose independent | sin | 12 | NA |
| 169 | 844.07 | radiation | 40 | 43200 | > th | dose independent | rect. | 11 | 1 |
| 181 | 844.47 | radiation | 40 | 43200 | < th | dose dependent | rect. | 11 | 1 |
| 185 | 844.60 | radiation | 40 | 43200 | > th | dose dependent | rect. | 11 | 2 |
| 191 | 844.77 | radiation | 40 | 43200 | > th | dose dependent | rect. | 9 | 5 |
| 241 | 845.37 | humidity | 90 | 43200 | > th | dose dependent | sin | 10 | NA |
| 245 | 845.45 | humidity | 70 | 14400 | < th | dose independent | rect. | 7 | 1 |
| 342 | 845.91 | radiation | 40 | 43200 | > th | dose independent | no | NA | NA |
| 590 | 846.89 | radiation | 30 | 43200 | > th | dose dependent | sin | 3 | NA |
| 592 | 846.95 | radiation | 10 | 43200 | < th | dose independent | rect. | 11 | 2 |
| 651 | 847.42 | wind | 1 | 43200 | < th | dose dependent | rect. | 18 | 8 |
| 697 | 847.45 | radiation | 1 | 43200 | > th | dose dependent | rect. | 17 | 20 |
| 703 | 847.54 | radiation | 30 | 43200 | > th | dose dependent | no | NA | NA |
| 830 | 847.64 | radiation | 1 | 43200 | > th | dose dependent | rect. | 6 | 7 |
| 833 | 847.65 | humidity | 90 | 43200 | > th | dose dependent | rect. | 1 | 1 |
| 864 | 847.80 | radiation | 30 | 43200 | > th | dose dependent | rect. | 11 | 23 |