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Os07g0210000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Exo70 exocyst complex subunit 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 = temperature,
response mode = < th, dose dependency = dose independent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
306.49 | 0.823 | 6.92 | -0.889 | 0.911 | -1.47 | 0.754 | 1.5 | -0.305 | 1.77 | 29.7 | 5668 | -- | -- |
305.67 | 0.814 | 6.91 | -0.548 | 1.01 | -1.39 | 0.784 | -- | -0.396 | 2.09 | 29.54 | 6054 | -- | -- |
307.61 | 0.817 | 6.91 | -0.813 | 1.02 | -1.46 | -- | 1.02 | -0.388 | 2.06 | 29.7 | 6061 | -- | -- |
307.97 | 0.817 | 6.91 | -0.568 | 1.02 | -1.4 | -- | -- | -0.405 | 2.13 | 29.6 | 6054 | -- | -- |
355.36 | 0.878 | 6.91 | -0.807 | -- | -1.57 | -- | 1.1 | -0.278 | -- | 29.5 | 5477 | -- | -- |
391.25 | 0.927 | 6.9 | -0.104 | 1.01 | -- | 1.01 | -- | -0.361 | 1.98 | -- | -- | -- | -- |
395.15 | 0.931 | 6.9 | -0.135 | 1.01 | -- | -- | -- | -0.367 | 2.01 | -- | -- | -- | -- |
354.99 | 0.878 | 6.89 | -0.568 | -- | -1.48 | -- | -- | -0.321 | -- | 29.32 | 5479 | -- | -- |
315.83 | 0.828 | 6.89 | -- | 1.01 | -1.31 | -- | -- | -0.297 | 2.09 | 29.74 | 6063 | -- | -- |
456.81 | 0.999 | 6.89 | -0.0931 | -- | -- | -- | -- | -0.343 | -- | -- | -- | -- | -- |
395.63 | 0.93 | 6.9 | -- | 1.01 | -- | -- | -- | -0.352 | 2.01 | -- | -- | -- | -- |
362.93 | 0.887 | 6.86 | -- | -- | -1.36 | -- | -- | -0.212 | -- | 29.6 | 5477 | -- | -- |
457.04 | 0.998 | 6.89 | -- | -- | -- | -- | -- | -0.333 | -- | -- | -- | -- | -- |
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 | 309.40 | humidity | 80 | 14400 | < th | dose independent | rect. | 8 | 1 |
2 | 310.47 | radiation | 10 | 43200 | > th | dose independent | rect. | 10 | 3 |
3 | 310.57 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 2 |
4 | 311.00 | humidity | 80 | 14400 | > th | dose independent | rect. | 8 | 1 |
5 | 311.04 | temperature | 30 | 720 | < th | dose independent | rect. | 15 | 8 |
6 | 311.22 | temperature | 30 | 1440 | > th | dose independent | rect. | 14 | 2 |
14 | 312.30 | temperature | 30 | 1440 | > th | dose independent | rect. | 14 | 5 |
28 | 312.32 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 14 |
31 | 312.36 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 11 |
36 | 312.42 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 5 |
45 | 313.19 | temperature | 30 | 720 | > th | dose independent | sin | 12 | NA |
55 | 313.94 | temperature | 25 | 1440 | > th | dose dependent | rect. | 17 | 2 |
78 | 314.43 | temperature | 30 | 1440 | > th | dose dependent | rect. | 14 | 1 |
79 | 314.45 | temperature | 30 | 720 | < th | dose independent | sin | 14 | NA |
81 | 314.47 | temperature | 30 | 14400 | > th | dose independent | rect. | 15 | 1 |
103 | 314.75 | temperature | 25 | 1440 | > th | dose dependent | rect. | 14 | 6 |
170 | 315.41 | temperature | 30 | 1440 | > th | dose dependent | rect. | 14 | 22 |
178 | 315.58 | temperature | 30 | 1440 | > th | dose dependent | sin | 18 | NA |
327 | 315.86 | temperature | 30 | 1440 | > th | dose dependent | no | NA | NA |
600 | 317.14 | temperature | 30 | 14400 | < th | dose independent | rect. | 14 | 14 |
604 | 317.16 | temperature | 30 | 14400 | < th | dose independent | rect. | 14 | 11 |
749 | 317.82 | temperature | 30 | 1440 | < th | dose independent | rect. | 17 | 23 |
757 | 317.86 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 19 |
758 | 317.86 | temperature | 30 | 1440 | > th | dose dependent | sin | 10 | NA |
759 | 317.87 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 17 |
783 | 317.90 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 10 |
827 | 318.07 | wind | 9 | 43200 | < th | dose independent | rect. | 20 | 19 |
844 | 318.16 | temperature | 30 | 1440 | > th | dose independent | rect. | 9 | 10 |
900 | 318.24 | temperature | 30 | 1440 | < th | dose independent | rect. | 23 | 20 |
912 | 318.25 | temperature | 30 | 1440 | > th | dose independent | rect. | 17 | 23 |
915 | 318.26 | temperature | 30 | 1440 | < th | dose independent | no | NA | NA |
927 | 318.26 | temperature | 30 | 1440 | < th | dose independent | rect. | 2 | 23 |
949 | 318.28 | temperature | 30 | 1440 | < th | dose independent | rect. | 2 | 17 |
987 | 318.31 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 7 |
993 | 318.35 | humidity | 60 | 14400 | > th | dose independent | rect. | 13 | 1 |