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Os11g0169800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Long-chain-fatty-acid--CoA ligase 4 (EC 6.2.1.3) (Long-chain acyl-CoA synthetase 4) (LACS 4).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
184.94 | 0.639 | 3.57 | -0.304 | 0.0593 | 0.563 | -1.14 | 3.04 | 0.0331 | 17.4 | 30.2 | 723 | -- | -- |
185.28 | 0.634 | 3.61 | -0.594 | 0.0728 | 0.884 | -1.11 | -- | 0.0337 | 17.1 | 30.32 | 723 | -- | -- |
187.55 | 0.638 | 3.58 | -0.402 | 0.138 | 0.573 | -- | 1.83 | 0.0296 | 16.1 | 30.3 | 815 | -- | -- |
187.61 | 0.638 | 3.61 | -0.61 | 0.147 | 0.791 | -- | -- | 0.0363 | 15.9 | 30.3 | 827 | -- | -- |
188.16 | 0.639 | 3.59 | -0.409 | -- | 0.646 | -- | 1.9 | 0.0252 | -- | 30.28 | 755 | -- | -- |
203.93 | 0.669 | 3.63 | -0.466 | 0.254 | -- | -0.669 | -- | -0.0635 | 17.5 | -- | -- | -- | -- |
204.93 | 0.67 | 3.63 | -0.465 | 0.254 | -- | -- | -- | -0.0668 | 18.1 | -- | -- | -- | -- |
188.32 | 0.639 | 3.61 | -0.611 | -- | 0.848 | -- | -- | 0.026 | -- | 30.31 | 755 | -- | -- |
197.09 | 0.654 | 3.6 | -- | 0.135 | 0.724 | -- | -- | 0.0781 | 15.9 | 30.4 | 768 | -- | -- |
208.28 | 0.674 | 3.63 | -0.472 | -- | -- | -- | -- | -0.0725 | -- | -- | -- | -- | -- |
210.64 | 0.679 | 3.62 | -- | 0.261 | -- | -- | -- | -0.015 | 18 | -- | -- | -- | -- |
197.87 | 0.655 | 3.6 | -- | -- | 0.77 | -- | -- | 0.0773 | -- | 30.4 | 722 | -- | -- |
214.17 | 0.683 | 3.62 | -- | -- | -- | -- | -- | -0.0201 | -- | -- | -- | -- | -- |
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 | 182.59 | temperature | 20 | 270 | > th | dose dependent | rect. | 13 | 19 |
6 | 183.69 | temperature | 30 | 720 | < th | dose independent | rect. | 18 | 16 |
8 | 183.76 | temperature | 20 | 10 | > th | dose dependent | rect. | 15 | 18 |
9 | 183.79 | temperature | 30 | 720 | < th | dose independent | rect. | 1 | 21 |
13 | 183.96 | temperature | 30 | 720 | < th | dose independent | rect. | 10 | 17 |
16 | 184.05 | temperature | 30 | 720 | < th | dose independent | rect. | 7 | 23 |
18 | 184.14 | temperature | 30 | 720 | < th | dose independent | rect. | 10 | 21 |
19 | 184.21 | temperature | 30 | 720 | < th | dose independent | rect. | 6 | 16 |
28 | 184.48 | temperature | 30 | 720 | < th | dose independent | rect. | 5 | 23 |
33 | 184.55 | temperature | 30 | 720 | < th | dose independent | rect. | 3 | 17 |
41 | 184.70 | temperature | 30 | 720 | > th | dose independent | rect. | 14 | 21 |
45 | 184.75 | temperature | 30 | 720 | < th | dose independent | rect. | 10 | 8 |
47 | 184.76 | temperature | 30 | 720 | > th | dose independent | rect. | 14 | 23 |
49 | 184.78 | temperature | 25 | 4320 | > th | dose dependent | rect. | 7 | 1 |
64 | 184.95 | temperature | 30 | 720 | < th | dose independent | rect. | 15 | 22 |
70 | 185.04 | temperature | 30 | 720 | < th | dose independent | rect. | 10 | 12 |
75 | 185.09 | temperature | 30 | 720 | > th | dose independent | rect. | 12 | 23 |
77 | 185.12 | temperature | 30 | 720 | > th | dose independent | no | NA | NA |
78 | 185.12 | temperature | 30 | 720 | > th | dose independent | rect. | 8 | 11 |
171 | 185.12 | atmosphere | 995 | 10 | > th | dose dependent | rect. | 9 | 17 |
174 | 185.15 | temperature | 30 | 720 | < th | dose independent | rect. | 7 | 12 |
192 | 185.17 | radiation | 1 | 270 | < th | dose dependent | rect. | 5 | 22 |
195 | 185.19 | temperature | 30 | 720 | > th | dose independent | rect. | 17 | 23 |
200 | 185.21 | temperature | 30 | 720 | < th | dose independent | no | NA | NA |
203 | 185.22 | temperature | 30 | 720 | > th | dose independent | sin | 21 | NA |
223 | 185.23 | temperature | 30 | 720 | < th | dose independent | rect. | 3 | 23 |
237 | 185.35 | temperature | 30 | 720 | < th | dose independent | rect. | 19 | 23 |
238 | 185.36 | humidity | 70 | 14400 | < th | dose dependent | rect. | 17 | 1 |
254 | 185.43 | temperature | 30 | 720 | < th | dose independent | rect. | 5 | 14 |
273 | 185.47 | temperature | 30 | 720 | < th | dose independent | sin | 1 | NA |
276 | 185.51 | humidity | 60 | 14400 | < th | dose independent | rect. | 16 | 2 |
285 | 185.57 | temperature | 30 | 720 | < th | dose independent | rect. | 14 | 16 |
325 | 185.77 | radiation | 1 | 270 | < th | dose independent | rect. | 5 | 22 |
352 | 185.99 | humidity | 60 | 14400 | < th | dose independent | rect. | 16 | 16 |
356 | 186.04 | humidity | 70 | 14400 | < th | dose dependent | rect. | 16 | 16 |
399 | 186.17 | humidity | 60 | 14400 | > th | dose independent | rect. | 16 | 3 |
405 | 186.19 | temperature | 30 | 720 | > th | dose independent | rect. | 14 | 4 |
406 | 186.19 | humidity | 60 | 14400 | > th | dose independent | rect. | 16 | 16 |
427 | 186.24 | atmosphere | 995 | 270 | > th | dose dependent | rect. | 8 | 15 |
444 | 186.34 | temperature | 30 | 720 | < th | dose independent | rect. | 5 | 8 |
446 | 186.35 | humidity | 60 | 14400 | < th | dose independent | rect. | 16 | 6 |
460 | 186.37 | radiation | 10 | 10 | > th | dose independent | rect. | 6 | 1 |
488 | 186.37 | radiation | 10 | 10 | > th | dose dependent | rect. | 6 | 1 |
522 | 186.41 | temperature | 30 | 720 | < th | dose independent | sin | 17 | NA |
528 | 186.42 | humidity | 70 | 14400 | < th | dose dependent | rect. | 16 | 6 |
550 | 186.48 | temperature | 30 | 720 | > th | dose independent | sin | 10 | NA |
553 | 186.50 | temperature | 30 | 720 | < th | dose independent | sin | 21 | NA |
557 | 186.51 | humidity | 60 | 14400 | > th | dose independent | rect. | 16 | 8 |
561 | 186.52 | humidity | 60 | 14400 | > th | dose independent | rect. | 16 | 6 |
569 | 186.52 | temperature | 30 | 720 | > th | dose dependent | rect. | 17 | 23 |
572 | 186.54 | atmosphere | 1000 | 10 | > th | dose dependent | rect. | 2 | 7 |
602 | 186.64 | temperature | 30 | 720 | > th | dose dependent | rect. | 14 | 23 |
605 | 186.65 | temperature | 30 | 720 | > th | dose dependent | no | NA | NA |
606 | 186.65 | temperature | 30 | 720 | > th | dose dependent | rect. | 8 | 11 |
692 | 186.65 | temperature | 30 | 720 | > th | dose dependent | rect. | 11 | 23 |
752 | 186.69 | temperature | 30 | 720 | > th | dose dependent | sin | 22 | NA |
842 | 186.86 | humidity | 90 | 43200 | < th | dose independent | rect. | 1 | 9 |
848 | 186.88 | humidity | 70 | 14400 | < th | dose dependent | sin | 12 | NA |
853 | 186.91 | temperature | 30 | 720 | < th | dose independent | rect. | 14 | 6 |
856 | 186.92 | temperature | 20 | 270 | > th | dose dependent | rect. | 13 | 7 |
862 | 186.93 | temperature | 25 | 1440 | > th | dose dependent | rect. | 15 | 2 |
870 | 186.96 | temperature | 30 | 14400 | > th | dose independent | rect. | 12 | 1 |
933 | 187.05 | temperature | 30 | 14400 | < th | dose independent | rect. | 12 | 1 |
966 | 187.08 | radiation | 30 | 720 | > th | dose independent | rect. | 15 | 18 |
971 | 187.09 | temperature | 30 | 720 | < th | dose independent | rect. | 12 | 8 |
972 | 187.10 | temperature | 30 | 720 | < th | dose independent | sin | 10 | NA |