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Os07g0608300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Esterase/lipase/thioesterase 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21.8 | 0.219 | 9.74 | 0.428 | 0.384 | 0.368 | 0.0567 | -0.964 | 0.0989 | 2.98 | 91.84 | 234 | -- | -- |
21.72 | 0.217 | 9.73 | 0.416 | 0.426 | 0.753 | -0.236 | -- | 0.0596 | 3.05 | 94.81 | 152 | -- | -- |
21.15 | 0.214 | 9.73 | 0.386 | 0.393 | 0.585 | -- | -1.38 | 0.0819 | 3 | 94.44 | 149 | -- | -- |
21.6 | 0.216 | 9.73 | 0.437 | 0.414 | 0.905 | -- | -- | 0.0743 | 3.04 | 94.82 | 199 | -- | -- |
28.24 | 0.247 | 9.73 | 0.403 | -- | 0.679 | -- | -0.952 | 0.142 | -- | 92.54 | 177 | -- | -- |
24.49 | 0.232 | 9.74 | 0.433 | 0.483 | -- | -0.139 | -- | 0.0431 | 3.42 | -- | -- | -- | -- |
24.55 | 0.232 | 9.74 | 0.436 | 0.482 | -- | -- | -- | 0.0439 | 3.41 | -- | -- | -- | -- |
28.08 | 0.247 | 9.72 | 0.397 | -- | 0.483 | -- | -- | 0.139 | -- | 87.55 | 169 | -- | -- |
26.46 | 0.24 | 9.74 | -- | 0.404 | 0.904 | -- | -- | 0.0329 | 2.88 | 94.71 | 199 | -- | -- |
37.59 | 0.286 | 9.74 | 0.456 | -- | -- | -- | -- | 0.0566 | -- | -- | -- | -- | -- |
29.55 | 0.254 | 9.75 | -- | 0.49 | -- | -- | -- | -0.00462 | 3.41 | -- | -- | -- | -- |
32.01 | 0.264 | 9.73 | -- | -- | 0.518 | -- | -- | 0.0968 | -- | 87.56 | 171 | -- | -- |
43.07 | 0.306 | 9.75 | -- | -- | -- | -- | -- | 0.00605 | -- | -- | -- | -- | -- |
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 | 18.31 | radiation | 1 | 1440 | > th | dose independent | rect. | 11 | 2 |
9 | 18.69 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 5 |
15 | 18.81 | radiation | 1 | 1440 | < th | dose independent | rect. | 11 | 2 |
16 | 18.81 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 2 |
42 | 19.05 | radiation | 1 | 1440 | < th | dose dependent | rect. | 15 | 1 |
81 | 19.63 | wind | 7 | 4320 | > th | dose independent | rect. | 18 | 1 |
82 | 19.63 | wind | 7 | 4320 | > th | dose dependent | rect. | 18 | 1 |
87 | 19.82 | humidity | 60 | 14400 | < th | dose independent | rect. | 6 | 1 |
89 | 19.82 | humidity | 60 | 14400 | < th | dose independent | rect. | 20 | 1 |
91 | 19.82 | radiation | 20 | 14400 | > th | dose independent | rect. | 17 | 1 |
142 | 19.82 | humidity | 60 | 14400 | < th | dose dependent | rect. | 6 | 1 |
144 | 19.82 | humidity | 60 | 14400 | < th | dose dependent | rect. | 20 | 1 |
146 | 19.82 | radiation | 20 | 14400 | > th | dose dependent | rect. | 17 | 1 |
214 | 19.95 | radiation | 1 | 1440 | > th | dose independent | rect. | 9 | 1 |
216 | 19.97 | humidity | 60 | 14400 | > th | dose independent | rect. | 23 | 9 |
218 | 19.97 | radiation | 10 | 4320 | < th | dose dependent | rect. | 24 | 5 |
223 | 19.99 | wind | 7 | 4320 | < th | dose independent | rect. | 18 | 1 |
224 | 19.99 | humidity | 60 | 14400 | > th | dose independent | rect. | 7 | 1 |
227 | 20.00 | radiation | 40 | 14400 | < th | dose dependent | rect. | 23 | 6 |
250 | 20.28 | radiation | 1 | 4320 | < th | dose independent | rect. | 23 | 6 |
301 | 20.57 | humidity | 50 | 14400 | < th | dose dependent | rect. | 9 | 2 |
340 | 20.67 | humidity | 70 | 14400 | > th | dose independent | rect. | 21 | 8 |
362 | 20.74 | humidity | 50 | 14400 | < th | dose independent | rect. | 9 | 1 |
405 | 20.87 | humidity | 60 | 14400 | > th | dose independent | rect. | 2 | 6 |
418 | 20.87 | atmosphere | 1015 | 4320 | > th | dose dependent | rect. | 8 | 1 |
431 | 20.89 | wind | 9 | 4320 | > th | dose dependent | rect. | 16 | 1 |
433 | 20.90 | atmosphere | 1015 | 4320 | > th | dose dependent | rect. | 6 | 1 |
435 | 20.90 | radiation | 10 | 4320 | < th | dose dependent | rect. | 2 | 3 |
436 | 20.90 | radiation | 10 | 1440 | < th | dose dependent | rect. | 9 | 11 |
441 | 20.91 | radiation | 1 | 1440 | > th | dose independent | rect. | 4 | 1 |
451 | 20.91 | radiation | 1 | 1440 | > th | dose dependent | rect. | 4 | 1 |
539 | 20.99 | temperature | 15 | 14400 | > th | dose independent | rect. | 9 | 4 |
550 | 21.00 | atmosphere | 1015 | 4320 | > th | dose dependent | rect. | 6 | 3 |
558 | 21.01 | temperature | 15 | 14400 | < th | dose dependent | rect. | 4 | 1 |
565 | 21.02 | atmosphere | 1015 | 4320 | > th | dose independent | rect. | 8 | 3 |
566 | 21.02 | atmosphere | 1015 | 4320 | < th | dose independent | rect. | 8 | 3 |
569 | 21.03 | atmosphere | 1015 | 4320 | > th | dose independent | rect. | 8 | 1 |
571 | 21.03 | atmosphere | 1015 | 4320 | < th | dose independent | rect. | 9 | 1 |
576 | 21.03 | humidity | 90 | 720 | > th | dose dependent | rect. | 20 | 1 |
594 | 21.06 | humidity | 70 | 14400 | > th | dose independent | rect. | 21 | 4 |
608 | 21.08 | temperature | 15 | 14400 | < th | dose independent | rect. | 9 | 3 |
610 | 21.08 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 13 | 10 |
635 | 21.10 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 13 | 10 |
653 | 21.13 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 12 | 12 |
657 | 21.13 | wind | 7 | 4320 | > th | dose dependent | rect. | 15 | 4 |
672 | 21.15 | atmosphere | 995 | 43200 | > th | dose independent | sin | 18 | NA |
699 | 21.17 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 12 | 12 |
706 | 21.18 | humidity | 70 | 14400 | > th | dose independent | rect. | 21 | 1 |
711 | 21.18 | temperature | 15 | 14400 | < th | dose dependent | rect. | 23 | 1 |
717 | 21.19 | atmosphere | 995 | 43200 | < th | dose independent | sin | 18 | NA |
731 | 21.20 | radiation | 10 | 1440 | < th | dose dependent | sin | 19 | NA |
738 | 21.20 | humidity | 80 | 43200 | > th | dose dependent | rect. | 20 | 6 |
747 | 21.21 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 11 | 14 |
763 | 21.22 | humidity | 80 | 43200 | > th | dose dependent | rect. | 21 | 4 |
800 | 21.24 | humidity | 80 | 43200 | > th | dose dependent | rect. | 22 | 2 |
823 | 21.25 | radiation | 1 | 1440 | < th | dose independent | rect. | 11 | 12 |
861 | 21.26 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 11 | 14 |
862 | 21.26 | temperature | 15 | 14400 | < th | dose dependent | sin | 8 | NA |
865 | 21.26 | humidity | 50 | 14400 | > th | dose dependent | rect. | 6 | 1 |
961 | 21.29 | temperature | 15 | 14400 | > th | dose independent | rect. | 11 | 2 |
966 | 21.29 | radiation | 10 | 1440 | > th | dose independent | rect. | 11 | 19 |