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Os03g0732000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Isopentenyl/dimethylallyl diphosphate synthase (Fragment).
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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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
118.29 | 0.511 | 2.88 | 0.37 | 0.146 | -2.06 | 0.0746 | 21.3 | 0.0475 | 8.11 | 31.27 | 3 | -- | -- |
121.13 | 0.517 | 2.94 | -0.111 | 0.155 | 0.638 | 0.0792 | -- | 0.0523 | 7.9 | 31.27 | 3 | -- | -- |
117.71 | 0.509 | 2.88 | 0.359 | 0.145 | -2.22 | -- | 23.2 | 0.0496 | 7.75 | 31.37 | 3 | -- | -- |
120.42 | 0.514 | 2.94 | -0.107 | 0.151 | 0.897 | -- | -- | 0.0505 | 7.74 | 32.48 | 2 | -- | -- |
118.83 | 0.51 | 2.88 | 0.369 | -- | -2.33 | -- | 23.8 | 0.0508 | -- | 31.4 | 3 | -- | -- |
123.39 | 0.521 | 2.94 | -0.0899 | 0.138 | -- | 0.172 | -- | 0.0388 | 9.46 | -- | -- | -- | -- |
123.48 | 0.52 | 2.94 | -0.0844 | 0.141 | -- | -- | -- | 0.0385 | 8.89 | -- | -- | -- | -- |
121.6 | 0.516 | 2.94 | -0.104 | -- | 0.889 | -- | -- | 0.052 | -- | 32.56 | 2 | -- | -- |
120.71 | 0.514 | 2.93 | -- | 0.15 | 0.884 | -- | -- | 0.0621 | 7.82 | 32.5 | 2 | -- | -- |
124.61 | 0.522 | 2.94 | -0.0844 | -- | -- | -- | -- | 0.0395 | -- | -- | -- | -- | -- |
123.67 | 0.52 | 2.94 | -- | 0.141 | -- | -- | -- | 0.0479 | 8.93 | -- | -- | -- | -- |
121.87 | 0.516 | 2.94 | -- | -- | 0.881 | -- | -- | 0.0633 | -- | 32.59 | 2 | -- | -- |
124.8 | 0.521 | 2.94 | -- | -- | -- | -- | -- | 0.0488 | -- | -- | -- | -- | -- |
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 | 105.44 | atmosphere | 1000.0 | 10 | < th | dose independent | rect. | 13 | 1 |
15 | 112.73 | temperature | 30.0 | 30 | > th | dose independent | rect. | 13 | 1 |
17 | 113.45 | radiation | 40.0 | 10 | > th | dose independent | rect. | 13 | 21 |
20 | 113.79 | temperature | 30.0 | 10 | > th | dose dependent | rect. | 14 | 1 |
24 | 113.88 | temperature | 30.0 | 90 | > th | dose dependent | rect. | 12 | 1 |
26 | 113.99 | radiation | 40.0 | 10 | > th | dose dependent | rect. | 13 | 21 |
29 | 114.11 | radiation | 40.0 | 10 | > th | dose independent | sin | 12 | NA |
45 | 114.69 | radiation | 40.0 | 10 | > th | dose dependent | sin | 12 | NA |
49 | 114.84 | radiation | 40.0 | 10 | > th | dose dependent | rect. | 9 | 1 |
69 | 114.92 | wind | 1.0 | 10 | < th | dose independent | rect. | 7 | 3 |
71 | 114.94 | humidity | 60.0 | 4320 | < th | dose independent | rect. | 8 | 1 |
84 | 114.94 | humidity | 60.0 | 4320 | < th | dose dependent | rect. | 8 | 1 |
97 | 114.97 | humidity | 60.0 | 90 | < th | dose independent | rect. | 17 | 17 |
113 | 114.99 | humidity | 60.0 | 90 | < th | dose dependent | rect. | 17 | 17 |
119 | 115.01 | humidity | 60.0 | 270 | < th | dose independent | rect. | 8 | 1 |
146 | 115.01 | humidity | 60.0 | 10 | < th | dose independent | rect. | 17 | 17 |
149 | 115.01 | humidity | 60.0 | 270 | < th | dose dependent | rect. | 8 | 1 |
212 | 115.08 | humidity | 60.0 | 10 | < th | dose independent | rect. | 9 | 1 |
244 | 115.08 | humidity | 60.0 | 10 | < th | dose dependent | rect. | 17 | 17 |
309 | 115.10 | wind | 1.0 | 10 | < th | dose dependent | rect. | 9 | 1 |
311 | 115.10 | humidity | 60.0 | 10 | < th | dose dependent | rect. | 9 | 1 |
420 | 115.27 | humidity | 60.0 | 1440 | > th | dose independent | rect. | 6 | 3 |
437 | 115.42 | wind | 1.0 | 10 | < th | dose dependent | rect. | 7 | 9 |
440 | 115.43 | wind | 1.0 | 10 | < th | dose dependent | rect. | 7 | 7 |
453 | 115.45 | radiation | 40.0 | 10 | > th | dose independent | rect. | 9 | 1 |
553 | 115.67 | humidity | 60.0 | 1440 | > th | dose independent | rect. | 4 | 5 |
611 | 115.89 | humidity | 60.0 | 1440 | > th | dose independent | rect. | 20 | 13 |
613 | 115.90 | humidity | 60.0 | 1440 | > th | dose independent | rect. | 22 | 11 |
770 | 116.42 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 2 | 1 |
794 | 116.47 | temperature | 25.0 | 30 | < th | dose independent | rect. | 2 | 1 |
827 | 116.54 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 2 | 1 |
830 | 116.56 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
831 | 116.57 | wind | 3.0 | 30 | < th | dose independent | rect. | 2 | 1 |
880 | 116.67 | temperature | 10.0 | 30 | > th | dose independent | rect. | 2 | 1 |
883 | 116.67 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 1 |
887 | 116.67 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 2 | 1 |
889 | 116.67 | radiation | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
894 | 116.67 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 2 | 1 |
895 | 116.67 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 23 |
896 | 116.67 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
901 | 116.67 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 2 | 1 |
908 | 116.70 | wind | 9.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
916 | 116.77 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
934 | 116.82 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
969 | 116.91 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
970 | 116.92 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
974 | 116.93 | radiation | 40.0 | 90 | > th | dose dependent | rect. | 12 | 1 |