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Os05g0548300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Multidrug resistance protein 1 homolog.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
111.55 | 0.496 | 6.04 | 0.507 | 1.16 | -1.08 | -0.233 | 3.74 | 0.177 | 21.6 | 23.61 | 1268 | -- | -- |
118.08 | 0.506 | 6.13 | -0.425 | 1.14 | -0.755 | -0.115 | -- | 0.051 | 21.3 | 22.55 | 9219 | -- | -- |
111.75 | 0.492 | 6.05 | 0.5 | 1.16 | -1.08 | -- | 3.69 | 0.172 | 21.6 | 23.67 | 1268 | -- | -- |
118.11 | 0.506 | 6.13 | -0.407 | 1.14 | -0.757 | -- | -- | 0.0554 | 21.3 | 22.5 | 9228 | -- | -- |
186.08 | 0.635 | 6 | 0.598 | -- | -0.962 | -- | 3.66 | 0.214 | -- | 23.3 | 1432 | -- | -- |
136.77 | 0.548 | 6.2 | -0.771 | 1.1 | -- | -0.158 | -- | -0.241 | 21.2 | -- | -- | -- | -- |
136.86 | 0.548 | 6.2 | -0.765 | 1.1 | -- | -- | -- | -0.24 | 21.2 | -- | -- | -- | -- |
190.41 | 0.645 | 6.14 | -0.579 | -- | -0.907 | -- | -- | -0.105 | -- | 17.93 | 11605 | -- | -- |
119.61 | 0.509 | 6.1 | -- | 1.14 | -0.954 | -- | -- | 0.249 | 21.4 | 21.06 | 17099 | -- | -- |
206.99 | 0.672 | 6.17 | -0.761 | -- | -- | -- | -- | -0.246 | -- | -- | -- | -- | -- |
152.29 | 0.577 | 6.18 | -- | 1.1 | -- | -- | -- | -0.155 | 21.2 | -- | -- | -- | -- |
191.31 | 0.644 | 6.07 | -- | -- | -0.945 | -- | -- | 0.172 | -- | 19.22 | 18811 | -- | -- |
222.27 | 0.696 | 6.15 | -- | -- | -- | -- | -- | -0.161 | -- | -- | -- | -- | -- |
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 | 109.19 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 23 | 1 |
4 | 109.54 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 20 | 6 |
5 | 109.57 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 19 | 8 |
6 | 109.61 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 20 | 7 |
7 | 109.65 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 18 | 10 |
10 | 109.75 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 21 | 4 |
22 | 109.88 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 20 | 11 |
31 | 110.01 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 21 | 1 |
46 | 110.17 | humidity | 90.0 | 43200 | < th | dose independent | sin | 12 | NA |
50 | 110.19 | humidity | 90.0 | 43200 | > th | dose independent | sin | 11 | NA |
69 | 110.36 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 20 | 14 |
189 | 111.08 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 21 | 1 |
230 | 111.30 | humidity | 90.0 | 43200 | > th | dose dependent | sin | 13 | NA |
231 | 111.30 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 9 | 19 |
309 | 111.66 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 16 | 1 |
312 | 111.67 | humidity | 80.0 | 43200 | > th | dose dependent | sin | 16 | NA |
334 | 111.78 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 16 | 2 |
349 | 111.84 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 17 | 22 |
360 | 111.88 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 15 | 2 |
395 | 112.00 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 21 | 18 |
397 | 112.01 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 15 | 4 |
417 | 112.06 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 17 | 15 |
445 | 112.15 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 16 | 2 |
464 | 112.19 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 14 | 23 |
476 | 112.23 | humidity | 80.0 | 43200 | > th | dose dependent | no | NA | NA |
479 | 112.23 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 20 | 23 |
506 | 112.28 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 15 | 4 |
552 | 112.39 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 16 | 17 |
562 | 112.43 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 15 | 10 |
564 | 112.43 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 15 | 13 |
597 | 112.48 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 11 | 6 |
631 | 112.57 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 17 | 4 |
677 | 112.66 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 4 | 4 |
679 | 112.66 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 1 | 7 |
691 | 112.67 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 13 | 19 |
694 | 112.67 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 2 | 23 |
715 | 112.72 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 11 | 20 |
718 | 112.73 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 16 | 6 |
726 | 112.73 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 13 | 12 |
745 | 112.75 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 11 | 14 |
755 | 112.77 | radiation | 40.0 | 43200 | > th | dose dependent | rect. | 10 | 1 |
795 | 112.84 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 1 | 5 |
813 | 112.88 | temperature | 25.0 | 1440 | > th | dose dependent | sin | 17 | NA |
870 | 112.98 | humidity | 60.0 | 14400 | < th | dose independent | sin | 13 | NA |
873 | 112.98 | humidity | 70.0 | 14400 | < th | dose dependent | sin | 12 | NA |
909 | 113.04 | humidity | 60.0 | 14400 | > th | dose independent | sin | 13 | NA |
992 | 113.19 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 7 | 7 |