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Os11g0129600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Engulfment and cell motility, ELM 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
63.55 | 0.375 | 9.73 | -2.6 | 0.846 | 1.01 | 0.452 | -5.43 | 0.145 | 7.1 | 25.87 | 1267 | -- | -- |
72.23 | 0.396 | 9.58 | -1.32 | 0.89 | 0.531 | 0.596 | -- | 0.373 | 6.84 | 20.42 | 1990 | -- | -- |
63.58 | 0.371 | 9.73 | -2.59 | 0.9 | 1.12 | -- | -6.09 | 0.18 | 7.18 | 26.19 | 1145 | -- | -- |
71.25 | 0.393 | 9.55 | -1.19 | 0.831 | 0.427 | -- | -- | 0.535 | 6.95 | 33.1 | 1061 | -- | -- |
101.62 | 0.469 | 9.75 | -2.59 | -- | 1 | -- | -5.17 | 0.132 | -- | 25.39 | 1301 | -- | -- |
79.75 | 0.419 | 9.56 | -1.09 | 0.838 | -- | 0.528 | -- | 0.491 | 6.74 | -- | -- | -- | -- |
80.46 | 0.42 | 9.56 | -1.08 | 0.84 | -- | -- | -- | 0.49 | 6.73 | -- | -- | -- | -- |
107.39 | 0.483 | 9.62 | -1.45 | -- | 0.761 | -- | -- | 0.306 | -- | 9.371 | 7102 | -- | -- |
106.75 | 0.481 | 9.52 | -- | 0.808 | 0.325 | -- | -- | 0.655 | 7.06 | 33.3 | 1060 | -- | -- |
117.33 | 0.506 | 9.58 | -1.06 | -- | -- | -- | -- | 0.506 | -- | -- | -- | -- | -- |
111.21 | 0.493 | 9.53 | -- | 0.827 | -- | -- | -- | 0.61 | 6.81 | -- | -- | -- | -- |
129.28 | 0.53 | 9.5 | -- | -- | -0.604 | -- | -- | 0.858 | -- | 25.9 | 47520 | -- | -- |
147.02 | 0.566 | 9.55 | -- | -- | -- | -- | -- | 0.624 | -- | -- | -- | -- | -- |
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 | 59.99 | wind | 5 | 43200 | < th | dose independent | rect. | 12 | 4 |
2 | 60.03 | wind | 5 | 43200 | > th | dose independent | rect. | 12 | 4 |
5 | 60.17 | radiation | 1 | 1440 | < th | dose dependent | rect. | 18 | 3 |
7 | 60.19 | wind | 1 | 43200 | > th | dose dependent | rect. | 13 | 1 |
8 | 60.20 | radiation | 1 | 1440 | < th | dose dependent | rect. | 18 | 7 |
10 | 60.21 | radiation | 1 | 1440 | < th | dose dependent | rect. | 18 | 10 |
11 | 60.22 | wind | 9 | 43200 | < th | dose dependent | rect. | 13 | 1 |
15 | 60.28 | radiation | 1 | 1440 | < th | dose dependent | rect. | 18 | 1 |
33 | 60.66 | wind | 3 | 43200 | > th | dose dependent | rect. | 12 | 4 |
39 | 60.83 | wind | 7 | 43200 | < th | dose dependent | rect. | 11 | 4 |
52 | 60.93 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 15 |
69 | 61.11 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 13 |
79 | 61.16 | wind | 1 | 43200 | > th | dose independent | rect. | 9 | 2 |
81 | 61.17 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 5 |
82 | 61.17 | wind | 5 | 43200 | > th | dose dependent | rect. | 15 | 1 |
84 | 61.19 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 1 |
108 | 61.31 | radiation | 1 | 14400 | < th | dose dependent | rect. | 2 | 3 |
174 | 61.72 | wind | 5 | 43200 | < th | dose independent | rect. | 12 | 13 |
187 | 61.80 | wind | 5 | 43200 | > th | dose independent | rect. | 12 | 13 |
211 | 61.90 | wind | 5 | 43200 | < th | dose independent | sin | 20 | NA |
253 | 62.09 | wind | 5 | 43200 | > th | dose independent | sin | 20 | NA |
258 | 62.09 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 3 |
261 | 62.10 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 1 |
297 | 62.21 | wind | 3 | 43200 | < th | dose dependent | rect. | 9 | 2 |
315 | 62.26 | wind | 3 | 43200 | > th | dose dependent | rect. | 11 | 14 |
338 | 62.31 | wind | 3 | 43200 | > th | dose dependent | sin | 20 | NA |
433 | 62.55 | wind | 5 | 14400 | < th | dose independent | rect. | 11 | 1 |
439 | 62.56 | radiation | 20 | 14400 | > th | dose dependent | rect. | 17 | 14 |
541 | 62.78 | wind | 9 | 43200 | < th | dose dependent | sin | 21 | NA |
544 | 62.80 | radiation | 1 | 14400 | < th | dose dependent | rect. | 22 | 7 |
574 | 62.87 | humidity | 90 | 14400 | < th | dose independent | rect. | 24 | 1 |
579 | 62.88 | wind | 1 | 43200 | < th | dose independent | rect. | 9 | 2 |
607 | 62.93 | radiation | 20 | 14400 | > th | dose dependent | rect. | 6 | 1 |
636 | 62.96 | radiation | 1 | 43200 | < th | dose independent | rect. | 18 | 11 |
684 | 63.04 | radiation | 1 | 43200 | < th | dose independent | rect. | 18 | 3 |
685 | 63.04 | radiation | 1 | 43200 | < th | dose independent | rect. | 18 | 7 |
691 | 63.05 | radiation | 1 | 43200 | < th | dose independent | rect. | 18 | 1 |
696 | 63.06 | wind | 1 | 43200 | > th | dose independent | rect. | 2 | 1 |
746 | 63.16 | temperature | 25 | 1440 | > th | dose dependent | rect. | 16 | 1 |
769 | 63.19 | temperature | 10 | 1440 | > th | dose dependent | rect. | 17 | 1 |
813 | 63.27 | radiation | 10 | 14400 | > th | dose independent | rect. | 5 | 1 |
954 | 63.50 | radiation | 1 | 43200 | > th | dose independent | rect. | 18 | 1 |
968 | 63.51 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 7 | 1 |
996 | 63.55 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 4 | 3 |