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Os08g0561700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Superoxide dismutase [Cu-Zn], chloroplast precursor (EC 1.15.1.1).
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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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
104.67 | 0.481 | 12.9 | -1.87 | 1.06 | 0.901 | -0.0237 | 0.28 | -0.501 | 18.1 | 71.2 | 1376 | -- | -- |
104.72 | 0.477 | 12.9 | -1.89 | 1.07 | 0.931 | -0.0246 | -- | -0.507 | 18.1 | 71.56 | 1343 | -- | -- |
104.66 | 0.476 | 12.9 | -1.87 | 1.07 | 0.907 | -- | 0.259 | -0.506 | 18.1 | 71.59 | 1356 | -- | -- |
104.72 | 0.477 | 12.9 | -1.89 | 1.07 | 0.935 | -- | -- | -0.509 | 18.1 | 71.54 | 1330 | -- | -- |
124.27 | 0.519 | 12.9 | -1.87 | -- | 1.4 | -- | -0.765 | -0.641 | -- | 86.27 | 557 | -- | -- |
125.11 | 0.524 | 12.9 | -1.72 | 1.03 | -- | -0.0687 | -- | -0.614 | 18.4 | -- | -- | -- | -- |
125.12 | 0.524 | 12.9 | -1.71 | 1.03 | -- | -- | -- | -0.615 | 18.4 | -- | -- | -- | -- |
125.19 | 0.521 | 12.9 | -1.83 | -- | 1.35 | -- | -- | -0.606 | -- | 86 | 574 | -- | -- |
136.27 | 0.544 | 12.9 | -- | 1.04 | 1.61 | -- | -- | -0.244 | 18.4 | 65.98 | 47520 | -- | -- |
180.08 | 0.627 | 12.9 | -1.74 | -- | -- | -- | -- | -0.636 | -- | -- | -- | -- | -- |
202.6 | 0.666 | 12.9 | -- | 1.05 | -- | -- | -- | -0.424 | 18.3 | -- | -- | -- | -- |
192.43 | 0.646 | 12.8 | -- | -- | 1.62 | -- | -- | -0.259 | -- | 65.61 | 47520 | -- | -- |
260.03 | 0.753 | 12.9 | -- | -- | -- | -- | -- | -0.443 | -- | -- | -- | -- | -- |
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 | 101.96 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 9 | 5 |
9 | 102.52 | humidity | 50.0 | 1440 | > th | dose dependent | rect. | 9 | 5 |
11 | 102.60 | radiation | 30.0 | 43200 | < th | dose independent | rect. | 11 | 1 |
16 | 102.81 | humidity | 50.0 | 1440 | > th | dose dependent | rect. | 10 | 3 |
18 | 102.85 | wind | 9.0 | 14400 | < th | dose independent | rect. | 20 | 17 |
22 | 102.98 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 18 | 19 |
26 | 103.06 | wind | 9.0 | 14400 | < th | dose independent | rect. | 18 | 19 |
28 | 103.08 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 21 | 1 |
30 | 103.09 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 21 | 1 |
33 | 103.14 | wind | 9.0 | 14400 | > th | dose independent | rect. | 20 | 17 |
36 | 103.21 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 9 | 1 |
43 | 103.28 | wind | 9.0 | 43200 | > th | dose independent | rect. | 10 | 4 |
49 | 103.33 | radiation | 30.0 | 43200 | > th | dose independent | rect. | 11 | 1 |
51 | 103.33 | radiation | 30.0 | 43200 | > th | dose dependent | rect. | 10 | 2 |
62 | 103.47 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 20 | 17 |
76 | 103.58 | wind | 9.0 | 14400 | > th | dose independent | rect. | 18 | 19 |
80 | 103.63 | radiation | 30.0 | 43200 | < th | dose dependent | rect. | 10 | 1 |
85 | 103.66 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 16 | 16 |
87 | 103.67 | humidity | 80.0 | 1440 | < th | dose dependent | sin | 3 | NA |
90 | 103.70 | wind | 9.0 | 43200 | < th | dose independent | rect. | 10 | 4 |
91 | 103.70 | wind | 9.0 | 43200 | > th | dose independent | rect. | 9 | 7 |
135 | 103.97 | wind | 9.0 | 43200 | < th | dose independent | rect. | 9 | 7 |
149 | 104.05 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 9 | 5 |
162 | 104.14 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 15 | 21 |
196 | 104.33 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 11 | 2 |
203 | 104.34 | radiation | 1.0 | 1440 | > th | dose dependent | rect. | 8 | 6 |
205 | 104.35 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 7 | 5 |
206 | 104.35 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 5 | 7 |
207 | 104.35 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 7 | 7 |
247 | 104.47 | humidity | 70.0 | 1440 | < th | dose dependent | rect. | 17 | 23 |
255 | 104.50 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 5 | 9 |
288 | 104.52 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 20 | 18 |
295 | 104.53 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 22 | 16 |
322 | 104.64 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 10 | 6 |
392 | 104.75 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 11 | 3 |
393 | 104.75 | wind | 9.0 | 43200 | > th | dose independent | rect. | 4 | 12 |
420 | 104.80 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 9 | 5 |
442 | 104.82 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 10 | 4 |
455 | 104.82 | humidity | 70.0 | 1440 | < th | dose dependent | rect. | 13 | 23 |
473 | 104.88 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 8 | 6 |
476 | 104.88 | humidity | 70.0 | 1440 | < th | dose dependent | rect. | 15 | 23 |
493 | 104.90 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 5 | 3 |
496 | 104.90 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 8 | 6 |
504 | 104.91 | humidity | 70.0 | 1440 | < th | dose dependent | rect. | 9 | 23 |
515 | 104.93 | humidity | 70.0 | 1440 | < th | dose dependent | no | NA | NA |
647 | 105.01 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 15 | 23 |
666 | 105.03 | wind | 9.0 | 43200 | < th | dose independent | rect. | 4 | 12 |
703 | 105.10 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 20 | 12 |
706 | 105.11 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 14 | 2 |
728 | 105.13 | radiation | 40.0 | 43200 | < th | dose independent | sin | 10 | NA |
744 | 105.17 | wind | 9.0 | 43200 | > th | dose independent | rect. | 14 | 2 |
772 | 105.24 | radiation | 40.0 | 43200 | > th | dose independent | rect. | 7 | 5 |
793 | 105.25 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 18 | 14 |
827 | 105.30 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 5 | 9 |
850 | 105.32 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 20 | 18 |
858 | 105.32 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 15 | 22 |
867 | 105.33 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 15 | 3 |
904 | 105.37 | wind | 9.0 | 43200 | > th | dose independent | sin | 0 | NA |
945 | 105.42 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 9 | 14 |
949 | 105.42 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 20 | 18 |
954 | 105.43 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 9 | 10 |
962 | 105.43 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 22 | 16 |
968 | 105.44 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 9 | 8 |
970 | 105.44 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 9 | 12 |
974 | 105.44 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 9 | 22 |