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Os01g0694900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Epsin, N-terminal 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
51.4 | 0.337 | 9.87 | -0.0201 | 0.275 | -0.649 | 1.02 | -0.711 | 0.0894 | 0.634 | 21.5 | 901 | -- | -- |
52.6 | 0.338 | 9.85 | 0.125 | 0.27 | -0.561 | 0.885 | -- | 0.134 | 0.943 | 21.9 | 899 | -- | -- |
55.09 | 0.346 | 9.87 | 0.054 | 0.275 | -0.675 | -- | -0.39 | 0.105 | 1.1 | 21.2 | 946 | -- | -- |
55.5 | 0.347 | 9.85 | 0.139 | 0.273 | -0.624 | -- | -- | 0.118 | 1.25 | 21.2 | 903 | -- | -- |
59.61 | 0.36 | 9.86 | 0.0748 | -- | -0.634 | -- | -0.369 | 0.093 | -- | 21.2 | 961 | -- | -- |
65.18 | 0.378 | 9.89 | -0.0717 | 0.191 | -- | 0.914 | -- | -0.0415 | 1.58 | -- | -- | -- | -- |
68.44 | 0.387 | 9.89 | -0.102 | 0.197 | -- | -- | -- | -0.0473 | 2.31 | -- | -- | -- | -- |
59.97 | 0.361 | 9.85 | 0.128 | -- | -0.571 | -- | -- | 0.108 | -- | 21.19 | 885 | -- | -- |
55.98 | 0.348 | 9.86 | -- | 0.268 | -0.602 | -- | -- | 0.108 | 1.07 | 21.3 | 890 | -- | -- |
70.74 | 0.393 | 9.89 | -0.094 | -- | -- | -- | -- | -0.0425 | -- | -- | -- | -- | -- |
68.72 | 0.388 | 9.89 | -- | 0.195 | -- | -- | -- | -0.0359 | 2.3 | -- | -- | -- | -- |
60.35 | 0.362 | 9.86 | -- | -- | -0.536 | -- | -- | 0.0864 | -- | 21.15 | 883 | -- | -- |
70.98 | 0.393 | 9.89 | -- | -- | -- | -- | -- | -0.032 | -- | -- | -- | -- | -- |
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 | 49.30 | temperature | 30 | 720 | < th | dose dependent | rect. | 24 | 9 |
2 | 49.34 | temperature | 20 | 270 | > th | dose dependent | sin | 5 | NA |
3 | 49.36 | temperature | 10 | 720 | > th | dose dependent | rect. | 1 | 8 |
9 | 49.42 | temperature | 30 | 270 | < th | dose dependent | rect. | 1 | 14 |
16 | 49.49 | temperature | 30 | 270 | < th | dose dependent | rect. | 24 | 19 |
49 | 49.96 | temperature | 10 | 720 | > th | dose dependent | rect. | 23 | 10 |
62 | 50.07 | temperature | 30 | 270 | < th | dose dependent | sin | 4 | NA |
71 | 50.11 | temperature | 20 | 720 | > th | dose dependent | rect. | 23 | 12 |
82 | 50.21 | temperature | 25 | 270 | < th | dose independent | rect. | 1 | 12 |
102 | 50.32 | temperature | 25 | 720 | < th | dose dependent | rect. | 3 | 5 |
159 | 50.63 | temperature | 25 | 270 | < th | dose independent | rect. | 1 | 17 |
161 | 50.65 | temperature | 25 | 270 | < th | dose independent | rect. | 24 | 19 |
177 | 50.75 | temperature | 25 | 270 | < th | dose independent | sin | 5 | NA |
180 | 50.77 | temperature | 20 | 270 | > th | dose dependent | rect. | 4 | 10 |
190 | 50.81 | temperature | 25 | 270 | > th | dose independent | sin | 5 | NA |
263 | 51.11 | temperature | 25 | 270 | > th | dose independent | rect. | 1 | 13 |
274 | 51.18 | temperature | 20 | 720 | < th | dose independent | rect. | 1 | 6 |
407 | 51.77 | temperature | 20 | 720 | > th | dose independent | rect. | 2 | 7 |
468 | 51.95 | temperature | 20 | 720 | < th | dose independent | rect. | 3 | 2 |
571 | 52.27 | temperature | 20 | 270 | > th | dose dependent | rect. | 18 | 21 |
678 | 52.61 | temperature | 20 | 720 | > th | dose independent | rect. | 23 | 11 |
709 | 52.68 | temperature | 20 | 10 | > th | dose dependent | rect. | 1 | 15 |
740 | 52.77 | temperature | 20 | 720 | > th | dose independent | rect. | 21 | 19 |
781 | 52.86 | temperature | 30 | 10 | < th | dose dependent | rect. | 24 | 23 |
875 | 53.08 | temperature | 20 | 10 | > th | dose dependent | rect. | 6 | 10 |
892 | 53.10 | temperature | 30 | 10 | < th | dose dependent | rect. | 4 | 14 |
917 | 53.16 | temperature | 20 | 10 | > th | dose dependent | rect. | 6 | 23 |
957 | 53.24 | temperature | 25 | 10 | > th | dose dependent | rect. | 21 | 19 |
960 | 53.25 | temperature | 25 | 720 | < th | dose dependent | no | NA | NA |