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Os01g0687700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF292, eukaryotic 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
10.3 | 0.151 | 10.5 | 0.404 | 0.603 | -0.282 | -0.495 | -0.839 | 0.0321 | 22.9 | 24.8 | 1544 | -- | -- |
11.73 | 0.16 | 10.5 | 0.264 | 0.615 | -0.223 | -0.389 | -- | 0.0124 | 22.6 | 23.98 | 2858 | -- | -- |
11.31 | 0.157 | 10.5 | 0.424 | 0.606 | -0.28 | -- | -0.833 | 0.0338 | 23 | 24.79 | 1621 | -- | -- |
12.05 | 0.162 | 10.5 | 0.151 | 0.6 | -0.366 | -- | -- | -0.04 | 22.8 | 24.65 | 2992 | -- | -- |
27.77 | 0.245 | 10.5 | 0.371 | -- | -0.372 | -- | -0.198 | 0.0373 | -- | 24.7 | 774 | -- | -- |
14.4 | 0.178 | 10.5 | 0.264 | 0.606 | -- | -0.483 | -- | 0.0659 | 22.9 | -- | -- | -- | -- |
15.38 | 0.184 | 10.5 | 0.283 | 0.608 | -- | -- | -- | 0.0674 | 23 | -- | -- | -- | -- |
25.06 | 0.233 | 10.5 | 0.149 | -- | -0.588 | -- | -- | -0.129 | -- | 25.1 | 820 | -- | -- |
12.57 | 0.165 | 10.5 | -- | 0.598 | -0.391 | -- | -- | -0.071 | 22.8 | 24.4 | 3009 | -- | -- |
38.39 | 0.29 | 10.5 | 0.297 | -- | -- | -- | -- | 0.0719 | -- | -- | -- | -- | -- |
17.5 | 0.196 | 10.5 | -- | 0.611 | -- | -- | -- | 0.0359 | 23 | -- | -- | -- | -- |
25.32 | 0.234 | 10.5 | -- | -- | -0.562 | -- | -- | -0.152 | -- | 24.8 | 789 | -- | -- |
40.71 | 0.298 | 10.5 | -- | -- | -- | -- | -- | 0.0389 | -- | -- | -- | -- | -- |
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 | 9.93 | temperature | 30 | 4320 | < th | dose dependent | rect. | 23 | 1 |
2 | 9.94 | temperature | 10 | 4320 | > th | dose dependent | rect. | 23 | 1 |
4 | 9.96 | temperature | 20 | 1440 | > th | dose dependent | rect. | 23 | 3 |
6 | 9.98 | temperature | 20 | 1440 | > th | dose dependent | rect. | 1 | 1 |
16 | 10.01 | temperature | 20 | 10 | > th | dose dependent | sin | 11 | NA |
38 | 10.04 | temperature | 10 | 4320 | > th | dose dependent | rect. | 1 | 1 |
41 | 10.04 | temperature | 30 | 4320 | < th | dose dependent | rect. | 1 | 1 |
122 | 10.11 | temperature | 25 | 4320 | > th | dose independent | rect. | 22 | 2 |
170 | 10.14 | temperature | 25 | 4320 | < th | dose independent | rect. | 21 | 4 |
180 | 10.15 | temperature | 25 | 4320 | < th | dose independent | rect. | 22 | 2 |
209 | 10.17 | temperature | 25 | 1440 | < th | dose independent | rect. | 13 | 14 |
306 | 10.22 | temperature | 25 | 4320 | < th | dose independent | rect. | 20 | 7 |
309 | 10.22 | temperature | 20 | 1440 | > th | dose dependent | sin | 12 | NA |
311 | 10.22 | temperature | 25 | 4320 | < th | dose dependent | sin | 13 | NA |
334 | 10.22 | temperature | 20 | 720 | > th | dose dependent | rect. | 13 | 19 |
335 | 10.23 | temperature | 25 | 1440 | < th | dose independent | sin | 16 | NA |
362 | 10.23 | temperature | 10 | 720 | > th | dose dependent | rect. | 12 | 21 |
486 | 10.29 | temperature | 20 | 1440 | > th | dose dependent | rect. | 5 | 1 |
597 | 10.34 | temperature | 10 | 4320 | > th | dose dependent | sin | 12 | NA |
712 | 10.39 | temperature | 25 | 1440 | > th | dose independent | rect. | 13 | 13 |
887 | 10.44 | temperature | 25 | 1440 | > th | dose independent | sin | 16 | NA |