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Os04g0687200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Inorganic pyrophosphatase family 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
143 | 0.562 | 5.21 | 0.699 | 2.15 | -0.173 | 0.633 | -3.2 | 0.301 | 22.5 | 50.42 | 1496 | -- | -- |
144.88 | 0.561 | 5.17 | 0.632 | 2.15 | -0.742 | 0.443 | -- | 0.377 | 22.6 | 84.67 | 4005 | -- | -- |
144.6 | 0.56 | 5.21 | 0.663 | 2.14 | -0.191 | -- | -2.89 | 0.298 | 22.5 | 50.94 | 1489 | -- | -- |
145.7 | 0.562 | 5.16 | 0.598 | 2.17 | -0.728 | -- | -- | 0.396 | 22.6 | 85 | 3995 | -- | -- |
418.19 | 0.952 | 5.21 | 0.408 | -- | 1.78 | -- | -6.53 | 0.255 | -- | 51.06 | 2949 | -- | -- |
152.16 | 0.578 | 5.18 | 0.603 | 2.12 | -- | 0.418 | -- | 0.32 | 22.5 | -- | -- | -- | -- |
152.88 | 0.579 | 5.18 | 0.586 | 2.12 | -- | -- | -- | 0.319 | 22.5 | -- | -- | -- | -- |
367.95 | 0.897 | 5.14 | 0.657 | -- | -1.5 | -- | -- | 0.266 | -- | 85 | 3995 | -- | -- |
154.01 | 0.578 | 5.16 | -- | 2.19 | -0.804 | -- | -- | 0.404 | 22.6 | 104.8 | 3980 | -- | -- |
428.05 | 0.967 | 5.13 | 0.624 | -- | -- | -- | -- | 0.328 | -- | -- | -- | -- | -- |
161.93 | 0.595 | 5.2 | -- | 2.12 | -- | -- | -- | 0.254 | 22.5 | -- | -- | -- | -- |
378.62 | 0.909 | 5.15 | -- | -- | -1.48 | -- | -- | 0.202 | -- | 86.04 | 4471 | -- | -- |
438.31 | 0.977 | 5.14 | -- | -- | -- | -- | -- | 0.259 | -- | -- | -- | -- | -- |
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 |
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1 | 137.22 | humidity | 50 | 14400 | > th | dose independent | rect. | 14 | 2 |
2 | 137.24 | humidity | 50 | 14400 | > th | dose independent | rect. | 13 | 4 |
3 | 137.31 | humidity | 50 | 14400 | < th | dose independent | rect. | 14 | 2 |
5 | 137.35 | humidity | 50 | 14400 | < th | dose independent | rect. | 13 | 4 |
6 | 137.36 | humidity | 50 | 14400 | > th | dose independent | rect. | 10 | 7 |
7 | 137.36 | humidity | 50 | 14400 | < th | dose dependent | rect. | 14 | 3 |
25 | 137.42 | humidity | 50 | 14400 | < th | dose dependent | rect. | 14 | 20 |
31 | 137.45 | humidity | 50 | 14400 | > th | dose independent | rect. | 10 | 14 |
32 | 137.45 | wind | 3 | 14400 | < th | dose dependent | rect. | 4 | 6 |
37 | 137.46 | humidity | 50 | 14400 | > th | dose independent | rect. | 12 | 11 |
43 | 137.46 | humidity | 50 | 14400 | > th | dose independent | rect. | 12 | 16 |
73 | 137.49 | humidity | 50 | 14400 | > th | dose independent | sin | 19 | NA |
129 | 137.57 | humidity | 50 | 14400 | > th | dose independent | rect. | 12 | 23 |
133 | 137.58 | humidity | 50 | 14400 | < th | dose independent | rect. | 12 | 23 |
167 | 137.62 | humidity | 50 | 14400 | < th | dose independent | sin | 19 | NA |
182 | 137.63 | humidity | 50 | 14400 | > th | dose independent | no | NA | NA |
285 | 137.66 | humidity | 50 | 14400 | < th | dose independent | rect. | 10 | 7 |
326 | 137.72 | humidity | 50 | 14400 | < th | dose independent | no | NA | NA |
468 | 137.74 | humidity | 60 | 14400 | < th | dose dependent | rect. | 9 | 7 |
553 | 137.89 | humidity | 60 | 14400 | < th | dose dependent | sin | 5 | NA |
565 | 137.96 | wind | 3 | 14400 | < th | dose dependent | rect. | 24 | 10 |
581 | 137.97 | humidity | 50 | 14400 | < th | dose dependent | sin | 13 | NA |
584 | 137.98 | wind | 3 | 14400 | < th | dose dependent | rect. | 7 | 2 |
586 | 137.99 | wind | 3 | 14400 | < th | dose dependent | rect. | 20 | 14 |
589 | 138.01 | wind | 3 | 14400 | < th | dose independent | rect. | 4 | 4 |
620 | 138.07 | wind | 3 | 14400 | < th | dose dependent | rect. | 22 | 12 |
631 | 138.08 | wind | 3 | 14400 | > th | dose independent | rect. | 4 | 3 |
637 | 138.09 | wind | 3 | 14400 | < th | dose independent | rect. | 3 | 7 |
647 | 138.12 | wind | 3 | 14400 | < th | dose dependent | sin | 6 | NA |
664 | 138.17 | wind | 3 | 14400 | < th | dose independent | rect. | 5 | 1 |
677 | 138.20 | wind | 3 | 14400 | > th | dose independent | rect. | 5 | 1 |
710 | 138.24 | wind | 3 | 14400 | < th | dose dependent | rect. | 24 | 14 |
725 | 138.28 | wind | 3 | 14400 | > th | dose independent | rect. | 3 | 7 |
740 | 138.31 | wind | 3 | 14400 | < th | dose independent | rect. | 7 | 1 |
758 | 138.33 | wind | 1 | 14400 | > th | dose dependent | rect. | 5 | 3 |
824 | 138.43 | wind | 1 | 14400 | > th | dose independent | rect. | 21 | 16 |
828 | 138.44 | wind | 3 | 14400 | < th | dose dependent | rect. | 24 | 2 |
844 | 138.46 | wind | 1 | 14400 | > th | dose independent | rect. | 4 | 9 |
913 | 138.52 | humidity | 90 | 1440 | > th | dose dependent | rect. | 20 | 2 |
957 | 138.58 | wind | 1 | 14400 | < th | dose independent | rect. | 21 | 16 |
978 | 138.59 | humidity | 60 | 14400 | < th | dose dependent | no | NA | NA |