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Os03g0829100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Soluble epoxide hydrolase.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
89.47 | 0.444 | 12.2 | -0.503 | 0.457 | -0.916 | 0.309 | -1.75 | 0.111 | 22 | 28.61 | 228 | -- | -- |
92.9 | 0.449 | 12.2 | -0.775 | 0.501 | -0.9 | 0.162 | -- | 0.0724 | 21.8 | 31.77 | 156 | -- | -- |
89.72 | 0.441 | 12.2 | -0.519 | 0.444 | -0.887 | -- | -1.71 | 0.11 | 21.5 | 28.17 | 245 | -- | -- |
92.97 | 0.449 | 12.2 | -0.792 | 0.491 | -0.916 | -- | -- | 0.0799 | 21.7 | 32.07 | 160 | -- | -- |
98.71 | 0.463 | 12.2 | -0.504 | -- | -0.967 | -- | -1.73 | 0.11 | -- | 29.45 | 467 | -- | -- |
102.71 | 0.475 | 12.2 | -0.597 | 0.563 | -- | -0.0608 | -- | 0.22 | 19.7 | -- | -- | -- | -- |
102.72 | 0.475 | 12.2 | -0.596 | 0.563 | -- | -- | -- | 0.22 | 19.7 | -- | -- | -- | -- |
101.41 | 0.469 | 12.2 | -0.863 | -- | -1.09 | -- | -- | 0.0379 | -- | 31.96 | 515 | -- | -- |
108.22 | 0.485 | 12.2 | -- | 0.502 | -0.563 | -- | -- | 0.216 | 20.7 | 33.3 | 155 | -- | -- |
119.8 | 0.511 | 12.2 | -0.603 | -- | -- | -- | -- | 0.212 | -- | -- | -- | -- | -- |
112.07 | 0.495 | 12.2 | -- | 0.568 | -- | -- | -- | 0.287 | 19.6 | -- | -- | -- | -- |
118.88 | 0.508 | 12.2 | -- | -- | -0.802 | -- | -- | 0.185 | -- | 40.7 | 434 | -- | -- |
129.4 | 0.531 | 12.1 | -- | -- | -- | -- | -- | 0.279 | -- | -- | -- | -- | -- |
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 | 75.24 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 9 | 1 |
3 | 75.24 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 9 | 1 |
19 | 75.50 | humidity | 90.0 | 270 | > th | dose independent | rect. | 10 | 2 |
22 | 75.56 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 10 | 1 |
33 | 76.97 | wind | 1.0 | 10 | < th | dose dependent | rect. | 11 | 1 |
37 | 77.89 | wind | 1.0 | 90 | < th | dose dependent | rect. | 11 | 1 |
46 | 79.41 | wind | 1.0 | 10 | < th | dose independent | rect. | 11 | 1 |
50 | 79.82 | wind | 1.0 | 90 | < th | dose independent | rect. | 11 | 1 |
53 | 80.37 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 10 | 1 |
54 | 80.38 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 9 | 3 |
80 | 82.74 | temperature | 25.0 | 270 | < th | dose dependent | sin | 0 | NA |
119 | 84.33 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 6 | 1 |
120 | 84.33 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 6 | 1 |
152 | 85.63 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 23 | 14 |
157 | 85.78 | temperature | 30.0 | 270 | < th | dose dependent | sin | 5 | NA |
196 | 86.81 | temperature | 25.0 | 10 | < th | dose independent | rect. | 12 | 1 |
207 | 86.96 | temperature | 20.0 | 270 | > th | dose dependent | sin | 6 | NA |
224 | 87.26 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 1 | 12 |
234 | 87.44 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 9 | 1 |
235 | 87.44 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 9 | 1 |
240 | 87.63 | temperature | 10.0 | 270 | > th | dose dependent | sin | 6 | NA |
266 | 87.93 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 3 | 11 |
278 | 88.05 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 1 | 20 |
284 | 88.11 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 3 | 18 |
290 | 88.18 | temperature | 25.0 | 30 | < th | dose independent | rect. | 10 | 4 |
346 | 88.55 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 17 | 22 |
406 | 88.85 | temperature | 25.0 | 270 | < th | dose independent | rect. | 11 | 1 |
415 | 88.93 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 22 | 13 |
421 | 88.97 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 7 | 23 |
458 | 89.23 | temperature | 25.0 | 30 | < th | dose independent | sin | 0 | NA |
464 | 89.26 | wind | 1.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
519 | 89.51 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 19 | 22 |
545 | 89.66 | temperature | 25.0 | 270 | < th | dose independent | sin | 0 | NA |
562 | 89.74 | temperature | 25.0 | 270 | < th | dose independent | sin | 3 | NA |
585 | 89.81 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 17 | 22 |
611 | 89.91 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 21 | 18 |
641 | 90.01 | temperature | 30.0 | 270 | < th | dose dependent | no | NA | NA |
759 | 90.31 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 21 | 23 |
782 | 90.37 | temperature | 25.0 | 270 | < th | dose independent | rect. | 8 | 13 |
786 | 90.38 | temperature | 20.0 | 90 | > th | dose dependent | no | NA | NA |
789 | 90.39 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 5 | 1 |
846 | 90.55 | temperature | 25.0 | 90 | < th | dose independent | rect. | 10 | 13 |
866 | 90.58 | temperature | 10.0 | 90 | > th | dose dependent | no | NA | NA |
871 | 90.59 | radiation | 40.0 | 30 | > th | dose dependent | rect. | 11 | 1 |
876 | 90.60 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 6 | 23 |
880 | 90.62 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 21 | 1 |
918 | 90.70 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 8 | 23 |
923 | 90.71 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 1 | 23 |