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Os05g0376800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Gibberellin regulated protein family 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
72.54 | 0.4 | 2.91 | 0.000658 | 0.0675 | 6.73 | -0.388 | 15.2 | 0.0532 | 6.89 | 18.76 | 96 | 1.24 | 0.166 |
72.83 | 0.397 | 2.91 | -0.0655 | 0.0577 | 10.1 | -0.26 | -- | 0.0424 | 8.54 | 18 | 82 | 0.856 | 0.621 |
72.89 | 0.398 | 2.91 | -0.00731 | 0.0665 | 6.73 | -- | 15.1 | 0.055 | 6.86 | 18.73 | 98 | 1.23 | 0.163 |
73.05 | 0.398 | 2.9 | -0.0693 | 0.0672 | 10.2 | -- | -- | 0.0544 | 7.04 | 17.92 | 87 | 0.817 | 0.384 |
73.13 | 0.398 | 2.91 | -0.00558 | -- | 6.75 | -- | 15.2 | 0.0555 | -- | 18.73 | 97 | 1.23 | 0.156 |
175.21 | 0.621 | 2.91 | 0.00993 | 0.107 | -- | 0.275 | -- | 0.0343 | 2.66 | -- | -- | -- | -- |
175.35 | 0.62 | 2.91 | 0.00277 | 0.123 | -- | -- | -- | 0.0322 | 4.22 | -- | -- | -- | -- |
73.29 | 0.399 | 2.9 | -0.0695 | -- | 10.2 | -- | -- | 0.0553 | -- | 17.93 | 87 | 0.822 | 0.648 |
73.19 | 0.398 | 2.9 | -- | 0.0663 | 10.1 | -- | -- | 0.062 | 7.03 | 17.93 | 86 | 0.83 | 0.661 |
176.16 | 0.62 | 2.91 | 0.00769 | -- | -- | -- | -- | 0.0355 | -- | -- | -- | -- | -- |
175.35 | 0.619 | 2.91 | -- | 0.123 | -- | -- | -- | 0.0319 | 4.22 | -- | -- | -- | -- |
73.42 | 0.399 | 2.9 | -- | -- | 10.2 | -- | -- | 0.063 | -- | 17.94 | 86 | 0.835 | 0.783 |
176.16 | 0.62 | 2.91 | -- | -- | -- | -- | -- | 0.0346 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance![]() |
Histogram![]() ![]() |
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 | 110.08 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 1 | 1 |
2 | 110.78 | temperature | 20.0 | 10 | < th | dose dependent | rect. | 2 | 1 |
4 | 115.23 | temperature | 20.0 | 30 | < th | dose dependent | rect. | 24 | 3 |
14 | 120.47 | temperature | 20.0 | 90 | < th | dose independent | rect. | 24 | 1 |
28 | 138.39 | humidity | 90.0 | 10 | < th | dose independent | rect. | 2 | 1 |
35 | 145.41 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 17 | 1 |
83 | 156.94 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 17 | 1 |
124 | 160.42 | temperature | 20.0 | 270 | < th | dose independent | rect. | 8 | 18 |
131 | 160.62 | temperature | 20.0 | 270 | < th | dose independent | rect. | 11 | 15 |
152 | 161.45 | atmosphere | 1000.0 | 1440 | < th | dose independent | rect. | 2 | 1 |
155 | 161.47 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 1 | 1 |
159 | 161.58 | atmosphere | 1000.0 | 1440 | < th | dose dependent | rect. | 2 | 1 |
168 | 161.86 | atmosphere | 1000.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
174 | 161.94 | atmosphere | 1000.0 | 1440 | > th | dose independent | rect. | 2 | 3 |
203 | 162.57 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 13 | 14 |
364 | 163.75 | temperature | 20.0 | 270 | > th | dose independent | sin | 15 | NA |
449 | 164.22 | wind | 1.0 | 10 | > th | dose independent | rect. | 1 | 1 |
473 | 164.33 | temperature | 20.0 | 270 | > th | dose independent | rect. | 13 | 13 |
577 | 165.03 | wind | 1.0 | 10 | > th | dose dependent | rect. | 1 | 1 |
606 | 165.27 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 24 | 23 |
613 | 165.31 | atmosphere | 1000.0 | 1440 | > th | dose independent | rect. | 7 | 1 |
636 | 165.38 | temperature | 20.0 | 270 | < th | dose independent | sin | 15 | NA |
706 | 165.60 | humidity | 90.0 | 90 | < th | dose dependent | rect. | 24 | 1 |
738 | 165.71 | atmosphere | 1000.0 | 1440 | < th | dose dependent | rect. | 7 | 1 |
756 | 165.77 | temperature | 20.0 | 90 | < th | dose dependent | sin | 11 | NA |
796 | 165.93 | temperature | 20.0 | 90 | < th | dose independent | sin | 12 | NA |
838 | 166.08 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 8 | 10 |
843 | 166.10 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 1 | 1 |
851 | 166.12 | temperature | 20.0 | 720 | > th | dose independent | rect. | 20 | 5 |
878 | 166.24 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 21 | 1 |
923 | 166.43 | humidity | 90.0 | 10 | < th | dose independent | rect. | 1 | 13 |
932 | 166.44 | atmosphere | 1000.0 | 720 | < th | dose dependent | rect. | 14 | 1 |
966 | 166.55 | wind | 1.0 | 30 | < th | dose independent | rect. | 4 | 1 |
968 | 166.55 | wind | 1.0 | 30 | < th | dose dependent | rect. | 4 | 1 |