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Os07g0243100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Mitochondrial import inner membrane translocase subunit Tim10.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
35.6 | 0.28 | 10.5 | -0.56 | 0.235 | 0.369 | 0.179 | 3.18 | -0.0954 | 2.71 | 29.78 | 1757 | -- | -- |
37.21 | 0.284 | 10.5 | -0.011 | 0.233 | 0.692 | 0.263 | -- | -0.0772 | 3.08 | 30.49 | 1703 | -- | -- |
35.63 | 0.278 | 10.5 | -0.603 | 0.227 | 0.371 | -- | 3.28 | -0.0937 | 2.41 | 29.62 | 1828 | -- | -- |
36.87 | 0.283 | 10.5 | -0.00484 | 0.208 | 0.656 | -- | -- | 0.0228 | 2.98 | 29.7 | 1712 | -- | -- |
38.55 | 0.289 | 10.5 | -0.602 | -- | 0.38 | -- | 3.19 | -0.0868 | -- | 29.58 | 1856 | -- | -- |
54.02 | 0.345 | 10.5 | -0.171 | 0.238 | -- | 0.19 | -- | 0.0258 | 3.45 | -- | -- | -- | -- |
54.13 | 0.345 | 10.5 | -0.174 | 0.238 | -- | -- | -- | 0.0247 | 3.37 | -- | -- | -- | -- |
39.37 | 0.292 | 10.5 | 0.0271 | -- | 0.732 | -- | -- | 0.0141 | -- | 29.7 | 1807 | -- | -- |
36.76 | 0.282 | 10.5 | -- | 0.201 | 0.691 | -- | -- | 0.0107 | 2.42 | 29.6 | 1748 | -- | -- |
57.32 | 0.354 | 10.5 | -0.164 | -- | -- | -- | -- | 0.031 | -- | -- | -- | -- | -- |
54.92 | 0.347 | 10.5 | -- | 0.235 | -- | -- | -- | 0.0441 | 3.37 | -- | -- | -- | -- |
39.32 | 0.292 | 10.5 | -- | -- | 0.713 | -- | -- | 0.031 | -- | 29.56 | 1787 | -- | -- |
58.03 | 0.356 | 10.5 | -- | -- | -- | -- | -- | 0.0492 | -- | -- | -- | -- | -- |
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 | 35.65 | temperature | 25 | 1440 | > th | dose dependent | rect. | 24 | 11 |
3 | 35.73 | temperature | 25 | 1440 | > th | dose dependent | rect. | 8 | 1 |
16 | 35.91 | temperature | 25 | 720 | > th | dose dependent | rect. | 20 | 15 |
31 | 36.22 | temperature | 30 | 1440 | < th | dose independent | sin | 6 | NA |
41 | 36.29 | temperature | 30 | 1440 | < th | dose independent | rect. | 3 | 11 |
50 | 36.32 | temperature | 30 | 1440 | < th | dose independent | rect. | 8 | 6 |
55 | 36.32 | temperature | 30 | 1440 | < th | dose independent | rect. | 20 | 18 |
73 | 36.36 | temperature | 30 | 1440 | > th | dose independent | sin | 6 | NA |
74 | 36.36 | temperature | 30 | 1440 | > th | dose independent | rect. | 8 | 7 |
90 | 36.39 | temperature | 25 | 720 | > th | dose dependent | sin | 8 | NA |
183 | 36.57 | temperature | 30 | 4320 | < th | dose independent | rect. | 10 | 1 |
191 | 36.60 | temperature | 30 | 4320 | > th | dose independent | rect. | 10 | 1 |
213 | 36.63 | temperature | 25 | 4320 | > th | dose independent | rect. | 7 | 1 |
261 | 36.74 | temperature | 30 | 4320 | < th | dose independent | rect. | 14 | 1 |
262 | 36.74 | temperature | 25 | 4320 | < th | dose independent | rect. | 6 | 2 |
312 | 36.80 | temperature | 30 | 4320 | > th | dose independent | rect. | 14 | 1 |
469 | 37.03 | temperature | 25 | 4320 | > th | dose dependent | rect. | 19 | 2 |
495 | 37.07 | temperature | 30 | 1440 | < th | dose independent | rect. | 16 | 23 |
562 | 37.14 | temperature | 30 | 1440 | < th | dose independent | no | NA | NA |
604 | 37.14 | temperature | 30 | 1440 | < th | dose independent | rect. | 8 | 22 |
610 | 37.14 | temperature | 30 | 1440 | < th | dose independent | rect. | 22 | 23 |
612 | 37.15 | temperature | 30 | 1440 | > th | dose independent | no | NA | NA |
728 | 37.15 | temperature | 30 | 1440 | > th | dose independent | rect. | 16 | 23 |
948 | 37.35 | temperature | 15 | 4320 | > th | dose dependent | rect. | 18 | 1 |