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Os03g0162800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Beta-ketoacyl-CoA-synthase.
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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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
25.79 | 0.239 | 2.43 | -1.07 | 0.0696 | 38.4 | -0.182 | 81.5 | -0.00039 | 13.6 | 15 | 710 | -- | -- |
27.92 | 0.248 | 2.93 | -0.0413 | 0.077 | -0.0857 | -0.284 | -- | -0.00875 | 13.4 | 15 | 710 | -- | -- |
25.92 | 0.237 | 2.44 | -1.04 | 0.0694 | 38.5 | -- | 81.7 | -0.00117 | 13.5 | 15.02 | 680 | -- | -- |
26.8 | 0.243 | 2.93 | -0.00143 | 0.073 | -0.554 | -- | -- | 0.00237 | 13.3 | 16.67 | 75 | -- | -- |
26.2 | 0.238 | 2.45 | -1.03 | -- | 38.6 | -- | 81.8 | -0.00144 | -- | 15.03 | 660 | -- | -- |
27.94 | 0.248 | 2.93 | -0.0449 | 0.0756 | -- | -0.274 | -- | -0.00966 | 13.4 | -- | -- | -- | -- |
28.24 | 0.249 | 2.93 | -0.0543 | 0.0757 | -- | -- | -- | -0.0112 | 13.3 | -- | -- | -- | -- |
27.13 | 0.244 | 2.93 | -0.00384 | -- | -0.559 | -- | -- | 0.000958 | -- | 16.67 | 72 | -- | -- |
26.8 | 0.242 | 2.93 | -- | 0.073 | -0.555 | -- | -- | 0.00254 | 13.3 | 16.67 | 75 | -- | -- |
28.6 | 0.25 | 2.94 | -0.0572 | -- | -- | -- | -- | -0.0128 | -- | -- | -- | -- | -- |
28.32 | 0.249 | 2.93 | -- | 0.0766 | -- | -- | -- | -0.00518 | 13.3 | -- | -- | -- | -- |
27.13 | 0.243 | 2.93 | -- | -- | -0.561 | -- | -- | 0.00149 | -- | 16.89 | 62 | -- | -- |
28.68 | 0.25 | 2.93 | -- | -- | -- | -- | -- | -0.00644 | -- | -- | -- | -- | -- |
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 | 25.07 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 15 | 1 |
2 | 25.07 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 15 | 1 |
4 | 25.42 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 7 | 2 |
5 | 25.50 | wind | 5.0 | 30 | > th | dose dependent | rect. | 12 | 1 |
7 | 25.53 | radiation | 1.0 | 270 | < th | dose independent | rect. | 7 | 2 |
17 | 25.60 | wind | 7.0 | 270 | > th | dose dependent | rect. | 8 | 2 |
34 | 25.64 | wind | 9.0 | 270 | > th | dose independent | rect. | 9 | 1 |
70 | 25.66 | wind | 7.0 | 270 | > th | dose dependent | rect. | 22 | 12 |
87 | 25.72 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 18 | 2 |
90 | 25.74 | temperature | 15.0 | 1440 | > th | dose independent | sin | 21 | NA |
94 | 25.75 | temperature | 15.0 | 720 | > th | dose independent | sin | 4 | NA |
95 | 25.75 | temperature | 15.0 | 720 | < th | dose independent | sin | 7 | NA |
97 | 25.75 | temperature | 15.0 | 720 | < th | dose independent | sin | 3 | NA |
101 | 25.75 | atmosphere | 1015.0 | 1440 | > th | dose independent | rect. | 13 | 2 |
109 | 25.75 | temperature | 15.0 | 720 | < th | dose independent | rect. | 23 | 6 |
112 | 25.75 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 14 | 6 |
116 | 25.75 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 12 | 7 |
131 | 25.75 | temperature | 15.0 | 720 | < th | dose independent | rect. | 1 | 14 |
157 | 25.75 | temperature | 15.0 | 1440 | < th | dose independent | rect. | 5 | 19 |
165 | 25.75 | temperature | 15.0 | 720 | < th | dose dependent | sin | 2 | NA |
172 | 25.75 | temperature | 15.0 | 720 | < th | dose dependent | rect. | 1 | 17 |
180 | 25.76 | temperature | 15.0 | 1440 | < th | dose independent | sin | 21 | NA |
181 | 25.76 | temperature | 15.0 | 720 | < th | dose independent | sin | 1 | NA |
185 | 25.76 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 12 | 1 |
187 | 25.76 | temperature | 15.0 | 720 | < th | dose independent | rect. | 3 | 2 |
202 | 25.76 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 12 | 5 |
222 | 25.76 | temperature | 20.0 | 10 | < th | dose independent | rect. | 9 | 9 |
275 | 25.76 | temperature | 15.0 | 720 | < th | dose dependent | sin | 21 | NA |
279 | 25.76 | atmosphere | 1015.0 | 1440 | > th | dose dependent | rect. | 12 | 1 |
283 | 25.76 | temperature | 15.0 | 720 | < th | dose dependent | rect. | 2 | 3 |
284 | 25.76 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 11 | 3 |
315 | 25.76 | temperature | 15.0 | 720 | < th | dose dependent | rect. | 23 | 12 |
356 | 25.77 | temperature | 20.0 | 10 | < th | dose independent | rect. | 9 | 5 |
362 | 25.77 | temperature | 15.0 | 720 | > th | dose independent | rect. | 5 | 6 |
411 | 25.77 | temperature | 15.0 | 720 | < th | dose dependent | rect. | 2 | 1 |
432 | 25.77 | temperature | 20.0 | 10 | < th | dose dependent | rect. | 9 | 5 |
454 | 25.77 | temperature | 20.0 | 10 | < th | dose dependent | rect. | 3 | 10 |
493 | 25.78 | temperature | 20.0 | 90 | < th | dose independent | rect. | 9 | 2 |
495 | 25.78 | temperature | 20.0 | 10 | < th | dose independent | rect. | 9 | 3 |
542 | 25.78 | temperature | 20.0 | 10 | < th | dose dependent | rect. | 9 | 3 |
557 | 25.79 | temperature | 15.0 | 720 | > th | dose independent | no | NA | NA |
559 | 25.79 | temperature | 15.0 | 720 | < th | dose independent | no | NA | NA |
560 | 25.79 | temperature | 20.0 | 720 | < th | dose independent | rect. | 10 | 1 |
562 | 25.79 | humidity | 90.0 | 720 | > th | dose independent | rect. | 11 | 1 |
563 | 25.79 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 10 | 1 |
575 | 25.79 | temperature | 15.0 | 720 | < th | dose independent | rect. | 9 | 15 |
579 | 25.79 | wind | 7.0 | 30 | > th | dose independent | rect. | 19 | 18 |
583 | 25.79 | temperature | 15.0 | 720 | < th | dose independent | rect. | 9 | 22 |
595 | 25.79 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 10 | 1 |
597 | 25.79 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 11 | 1 |
598 | 25.79 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 10 | 1 |
633 | 25.80 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 23 | 9 |
714 | 25.81 | wind | 7.0 | 10 | > th | dose independent | rect. | 11 | 1 |
751 | 25.81 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 3 | 17 |
804 | 25.82 | humidity | 90.0 | 270 | > th | dose independent | rect. | 11 | 3 |
824 | 25.82 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 7 | 13 |
885 | 25.82 | atmosphere | 1015.0 | 1440 | > th | dose dependent | rect. | 2 | 17 |
925 | 25.83 | humidity | 90.0 | 30 | > th | dose independent | rect. | 8 | 4 |
944 | 25.83 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 23 | 12 |
953 | 25.83 | atmosphere | 1015.0 | 1440 | > th | dose independent | rect. | 3 | 16 |
959 | 25.83 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 23 | 17 |
965 | 25.83 | atmosphere | 1015.0 | 1440 | > th | dose dependent | sin | 1 | NA |
967 | 25.83 | temperature | 15.0 | 4320 | < th | dose dependent | rect. | 5 | 1 |