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Os05g0342900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Tetratricopeptide-like helical domain containing 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
88.03 | 0.441 | 11.2 | -0.119 | 1.11 | 1.06 | -0.54 | -1.37 | 0.245 | 21.9 | 19.2 | 1625 | -- | -- |
90.32 | 0.443 | 11.1 | 0.0199 | 1.11 | 1.38 | -0.488 | -- | 0.275 | 21.9 | 19.01 | 1621 | -- | -- |
89.14 | 0.44 | 11.2 | -0.0925 | 1.11 | 1.06 | -- | -1.34 | 0.25 | 21.9 | 19.2 | 1638 | -- | -- |
91.38 | 0.445 | 11.2 | 0.0548 | 1.1 | 1.36 | -- | -- | 0.28 | 21.9 | 19.01 | 1627 | -- | -- |
148.75 | 0.568 | 11.1 | -0.0422 | -- | 1.16 | -- | -0.779 | 0.243 | -- | 19.7 | 784 | -- | -- |
114.65 | 0.502 | 11.1 | 0.516 | 1.09 | -- | -0.376 | -- | 0.488 | 21.9 | -- | -- | -- | -- |
115.19 | 0.503 | 11.1 | 0.531 | 1.1 | -- | -- | -- | 0.489 | 21.9 | -- | -- | -- | -- |
150.34 | 0.571 | 11.1 | 0.0712 | -- | 1.27 | -- | -- | 0.254 | -- | 19.62 | 784 | -- | -- |
91.45 | 0.445 | 11.2 | -- | 1.11 | 1.39 | -- | -- | 0.272 | 21.9 | 19.03 | 1627 | -- | -- |
187.38 | 0.64 | 11.1 | 0.544 | -- | -- | -- | -- | 0.489 | -- | -- | -- | -- | -- |
122.63 | 0.518 | 11.1 | -- | 1.1 | -- | -- | -- | 0.43 | 21.9 | -- | -- | -- | -- |
150.46 | 0.571 | 11.1 | -- | -- | 1.3 | -- | -- | 0.243 | -- | 19.63 | 784 | -- | -- |
195.17 | 0.652 | 11.1 | -- | -- | -- | -- | -- | 0.428 | -- | -- | -- | -- | -- |
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 | 84.64 | wind | 9 | 43200 | < th | dose dependent | rect. | 5 | 1 |
3 | 84.88 | wind | 1 | 43200 | > th | dose dependent | rect. | 5 | 1 |
4 | 84.96 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 1 |
6 | 85.55 | wind | 9 | 43200 | < th | dose dependent | rect. | 22 | 10 |
8 | 85.69 | temperature | 20 | 1440 | > th | dose independent | rect. | 21 | 3 |
10 | 85.71 | wind | 1 | 43200 | > th | dose dependent | rect. | 5 | 4 |
12 | 85.73 | temperature | 20 | 1440 | < th | dose independent | rect. | 21 | 4 |
14 | 85.75 | wind | 9 | 43200 | < th | dose dependent | rect. | 5 | 4 |
15 | 85.78 | wind | 1 | 43200 | > th | dose dependent | rect. | 22 | 10 |
17 | 85.81 | wind | 9 | 43200 | < th | dose dependent | rect. | 22 | 8 |
45 | 86.04 | temperature | 20 | 1440 | < th | dose independent | rect. | 20 | 6 |
50 | 86.08 | wind | 1 | 43200 | > th | dose dependent | rect. | 7 | 1 |
79 | 86.34 | wind | 3 | 43200 | > th | dose independent | rect. | 6 | 3 |
98 | 86.44 | wind | 9 | 43200 | < th | dose dependent | rect. | 7 | 1 |
127 | 86.60 | wind | 3 | 43200 | < th | dose independent | rect. | 5 | 4 |
136 | 86.64 | wind | 3 | 43200 | > th | dose independent | rect. | 5 | 6 |
141 | 86.67 | temperature | 20 | 1440 | > th | dose independent | rect. | 6 | 1 |
146 | 86.68 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 1 |
163 | 86.77 | wind | 3 | 43200 | > th | dose independent | rect. | 7 | 1 |
175 | 86.83 | wind | 9 | 43200 | < th | dose dependent | sin | 8 | NA |
176 | 86.84 | wind | 3 | 43200 | < th | dose independent | rect. | 5 | 1 |
178 | 86.85 | wind | 1 | 43200 | > th | dose dependent | sin | 8 | NA |
194 | 86.89 | temperature | 20 | 14400 | < th | dose independent | rect. | 20 | 5 |
195 | 86.89 | wind | 3 | 43200 | > th | dose independent | rect. | 4 | 8 |
224 | 86.97 | wind | 3 | 43200 | > th | dose independent | rect. | 5 | 1 |
232 | 87.00 | humidity | 90 | 14400 | > th | dose independent | rect. | 21 | 2 |
240 | 87.00 | wind | 1 | 43200 | > th | dose dependent | rect. | 1 | 8 |
252 | 87.03 | wind | 9 | 43200 | < th | dose dependent | rect. | 1 | 11 |
262 | 87.07 | wind | 1 | 43200 | > th | dose dependent | rect. | 1 | 11 |
279 | 87.10 | wind | 3 | 43200 | < th | dose independent | rect. | 7 | 1 |
290 | 87.12 | wind | 9 | 43200 | < th | dose independent | rect. | 10 | 3 |
325 | 87.21 | temperature | 20 | 14400 | > th | dose independent | rect. | 20 | 5 |
421 | 87.48 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 12 | 14 |
427 | 87.50 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 11 | 16 |
435 | 87.53 | wind | 9 | 43200 | > th | dose independent | rect. | 10 | 3 |
439 | 87.54 | humidity | 80 | 14400 | > th | dose independent | rect. | 14 | 1 |
454 | 87.58 | humidity | 80 | 14400 | > th | dose dependent | rect. | 13 | 2 |
469 | 87.63 | temperature | 20 | 14400 | < th | dose independent | rect. | 20 | 1 |
470 | 87.63 | atmosphere | 995 | 43200 | < th | dose dependent | sin | 17 | NA |
475 | 87.65 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 18 | 21 |
497 | 87.72 | wind | 3 | 43200 | > th | dose independent | rect. | 23 | 13 |
498 | 87.72 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 22 | 17 |
508 | 87.74 | wind | 7 | 43200 | > th | dose dependent | rect. | 10 | 3 |
522 | 87.78 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 22 | 17 |
531 | 87.82 | wind | 5 | 43200 | < th | dose independent | rect. | 9 | 1 |
563 | 87.89 | wind | 5 | 43200 | > th | dose independent | rect. | 9 | 1 |
571 | 87.91 | atmosphere | 995 | 43200 | > th | dose independent | sin | 5 | NA |
576 | 87.92 | humidity | 90 | 14400 | < th | dose independent | rect. | 13 | 1 |
581 | 87.93 | wind | 3 | 43200 | > th | dose independent | rect. | 21 | 12 |
591 | 87.96 | wind | 3 | 43200 | < th | dose independent | rect. | 23 | 13 |
599 | 88.00 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 2 |
603 | 88.01 | humidity | 90 | 14400 | > th | dose independent | rect. | 18 | 5 |
627 | 88.06 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 11 | 21 |
629 | 88.08 | atmosphere | 995 | 43200 | < th | dose independent | sin | 5 | NA |
633 | 88.08 | temperature | 20 | 1440 | < th | dose independent | rect. | 19 | 12 |
635 | 88.09 | temperature | 20 | 1440 | < th | dose independent | sin | 12 | NA |
652 | 88.11 | wind | 3 | 43200 | < th | dose independent | rect. | 21 | 12 |
664 | 88.14 | wind | 3 | 43200 | > th | dose independent | sin | 7 | NA |
665 | 88.14 | temperature | 20 | 1440 | > th | dose independent | sin | 12 | NA |
671 | 88.14 | humidity | 90 | 14400 | > th | dose dependent | rect. | 12 | 22 |
676 | 88.15 | wind | 3 | 43200 | > th | dose dependent | rect. | 9 | 1 |
692 | 88.17 | humidity | 90 | 14400 | > th | dose dependent | sin | 16 | NA |
700 | 88.19 | humidity | 80 | 14400 | > th | dose dependent | rect. | 5 | 1 |
703 | 88.19 | humidity | 90 | 14400 | > th | dose dependent | rect. | 12 | 15 |
707 | 88.20 | wind | 9 | 43200 | < th | dose independent | rect. | 20 | 18 |
711 | 88.21 | temperature | 20 | 1440 | > th | dose independent | rect. | 20 | 13 |
756 | 88.28 | humidity | 90 | 14400 | > th | dose dependent | rect. | 1 | 22 |
761 | 88.29 | humidity | 90 | 14400 | > th | dose dependent | rect. | 7 | 22 |
789 | 88.34 | wind | 3 | 43200 | < th | dose independent | sin | 7 | NA |
848 | 88.43 | radiation | 20 | 4320 | > th | dose dependent | rect. | 7 | 1 |
852 | 88.43 | humidity | 90 | 14400 | > th | dose dependent | rect. | 9 | 19 |
865 | 88.46 | humidity | 90 | 14400 | > th | dose dependent | no | NA | NA |
877 | 88.47 | humidity | 90 | 14400 | > th | dose dependent | rect. | 9 | 23 |
878 | 88.47 | humidity | 90 | 14400 | > th | dose dependent | rect. | 15 | 23 |
886 | 88.48 | wind | 9 | 43200 | < th | dose dependent | rect. | 1 | 1 |
888 | 88.49 | radiation | 30 | 4320 | < th | dose independent | rect. | 7 | 1 |
909 | 88.52 | humidity | 90 | 14400 | > th | dose dependent | rect. | 20 | 23 |
928 | 88.55 | humidity | 90 | 14400 | > th | dose dependent | rect. | 18 | 23 |
965 | 88.60 | humidity | 90 | 14400 | > th | dose dependent | rect. | 15 | 11 |
970 | 88.61 | humidity | 90 | 14400 | > th | dose independent | rect. | 18 | 1 |