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Os10g0572000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : GTP-binding protein, HSR1-related 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
88.88 | 0.443 | 5.89 | 0.508 | 0.901 | -1.07 | -0.954 | 2.2 | -0.141 | 24 | 19.11 | 1853 | -- | -- |
91.94 | 0.447 | 5.91 | 0.313 | 0.915 | -1.15 | -0.751 | -- | -0.126 | 0.281 | 15.87 | 9985 | -- | -- |
92.68 | 0.448 | 5.89 | 0.498 | 0.881 | -1.06 | -- | 2.04 | -0.152 | 0.139 | 18.6 | 1709 | -- | -- |
94.2 | 0.452 | 5.92 | 0.285 | 0.909 | -1.3 | -- | -- | -0.131 | 0.331 | 11.28 | 9257 | -- | -- |
108.25 | 0.487 | 5.89 | 0.372 | -- | -1.67 | -- | 2.72 | -0.132 | -- | 18.6 | 1709 | -- | -- |
117.21 | 0.508 | 6.01 | -0.458 | 0.863 | -- | -0.936 | -- | -0.527 | 0.324 | -- | -- | -- | -- |
120.99 | 0.515 | 6.01 | -0.422 | 0.866 | -- | -- | -- | -0.523 | 0.354 | -- | -- | -- | -- |
116.32 | 0.505 | 5.94 | -0.0819 | -- | -1.55 | -- | -- | -0.262 | -- | 18.6 | 1709 | -- | -- |
95.6 | 0.455 | 5.94 | -- | 0.902 | -1.13 | -- | -- | -0.204 | 0.35 | 11.66 | 9151 | -- | -- |
168.13 | 0.606 | 5.99 | -0.393 | -- | -- | -- | -- | -0.509 | -- | -- | -- | -- | -- |
125.69 | 0.524 | 6 | -- | 0.86 | -- | -- | -- | -0.476 | 0.328 | -- | -- | -- | -- |
116.49 | 0.504 | 5.94 | -- | -- | -1.57 | -- | -- | -0.25 | -- | 18.6 | 1709 | -- | -- |
172.2 | 0.613 | 5.98 | -- | -- | -- | -- | -- | -0.466 | -- | -- | -- | -- | -- |
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 | 88.26 | temperature | 20 | 1440 | > th | dose dependent | rect. | 21 | 1 |
12 | 89.15 | temperature | 20 | 1440 | > th | dose dependent | rect. | 18 | 20 |
19 | 89.18 | temperature | 20 | 1440 | > th | dose dependent | rect. | 4 | 20 |
29 | 89.23 | radiation | 1 | 43200 | > th | dose independent | rect. | 18 | 11 |
53 | 89.30 | radiation | 1 | 43200 | > th | dose independent | rect. | 18 | 1 |
79 | 89.35 | temperature | 30 | 1440 | < th | dose dependent | rect. | 21 | 1 |
88 | 89.38 | temperature | 20 | 1440 | > th | dose dependent | no | NA | NA |
94 | 89.39 | temperature | 20 | 1440 | > th | dose dependent | rect. | 7 | 1 |
102 | 89.41 | temperature | 20 | 1440 | > th | dose dependent | rect. | 11 | 23 |
123 | 89.48 | temperature | 20 | 1440 | > th | dose dependent | rect. | 4 | 10 |
145 | 89.57 | temperature | 20 | 1440 | > th | dose dependent | sin | 4 | NA |
206 | 89.75 | temperature | 20 | 1440 | > th | dose dependent | sin | 15 | NA |
207 | 89.75 | temperature | 10 | 1440 | > th | dose dependent | rect. | 7 | 1 |
218 | 89.77 | humidity | 90 | 43200 | > th | dose independent | rect. | 9 | 1 |
260 | 89.87 | radiation | 1 | 14400 | < th | dose independent | rect. | 5 | 1 |
268 | 89.90 | humidity | 90 | 43200 | < th | dose independent | rect. | 9 | 1 |
290 | 89.95 | radiation | 1 | 14400 | > th | dose independent | rect. | 5 | 1 |
319 | 89.99 | temperature | 30 | 1440 | < th | dose dependent | rect. | 6 | 2 |
386 | 90.09 | wind | 3 | 43200 | > th | dose dependent | rect. | 6 | 9 |
409 | 90.12 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 13 |
453 | 90.19 | wind | 5 | 43200 | > th | dose dependent | rect. | 3 | 13 |
492 | 90.23 | temperature | 30 | 1440 | < th | dose dependent | rect. | 18 | 16 |
579 | 90.34 | wind | 7 | 43200 | > th | dose independent | rect. | 23 | 16 |
604 | 90.37 | wind | 7 | 43200 | < th | dose independent | rect. | 23 | 16 |
614 | 90.38 | wind | 7 | 43200 | > th | dose independent | rect. | 20 | 19 |
662 | 90.43 | radiation | 1 | 43200 | > th | dose independent | rect. | 12 | 7 |
674 | 90.43 | wind | 5 | 43200 | > th | dose dependent | sin | 1 | NA |
687 | 90.44 | wind | 7 | 43200 | < th | dose independent | rect. | 20 | 19 |
688 | 90.44 | humidity | 80 | 43200 | > th | dose dependent | rect. | 10 | 2 |
780 | 90.49 | wind | 7 | 43200 | > th | dose independent | sin | 4 | NA |
791 | 90.50 | radiation | 1 | 43200 | > th | dose independent | sin | 16 | NA |
807 | 90.51 | wind | 7 | 43200 | < th | dose independent | sin | 4 | NA |
850 | 90.54 | wind | 7 | 43200 | > th | dose independent | rect. | 2 | 13 |
858 | 90.55 | wind | 7 | 43200 | < th | dose independent | rect. | 2 | 13 |
894 | 90.56 | wind | 5 | 43200 | > th | dose dependent | rect. | 20 | 21 |
943 | 90.60 | wind | 9 | 43200 | < th | dose dependent | rect. | 8 | 6 |
951 | 90.61 | radiation | 1 | 43200 | < th | dose independent | rect. | 12 | 17 |
964 | 90.62 | radiation | 1 | 43200 | < th | dose independent | rect. | 12 | 7 |
969 | 90.62 | wind | 5 | 43200 | > th | dose independent | rect. | 5 | 11 |